Publikationsübersicht
Publikationen (Institut für Informatik)
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2025 |
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Oliver Kosak, Philipp Kastenmüller, Constantin Wanninger and Wolfgang Reif. 2025. An approach for extended swarm formation flight with drones: PROTEASE 2.0. In Tiziana Margaria, Bernhard Steffen (Eds.). Leveraging applications of formal methods, verification and validation: rigorous engineering of collective adaptive systems: 12th International Symposium, ISoLA 2024, Crete, Greece, October 27–31, 2024, proceedings, part II. Springer, Berlin, 263-280 DOI: 10.1007/978-3-031-75107-3_16 |
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Marjorie Metzger, Stefan Dukic, Roisin McMackin, Eileen Giglia, Matthew Mitchell, Saroj Bista, Emmet Costello, Colm Peelo, Yasmine Tadjine, Vladyslav Sirenko, Lara McManus, Teresa Buxo, Antonio Fasano, Rangariroyashe Chipika, Marta Pinto-Grau, Christina Schuster, Mark Heverin, Amina Coffey, Michael Broderick, Parameswaran M. Iyer, Kieran Mohr, Brighid Gavin, Niall Pender, Peter Bede, Muthuraman Muthuraman, Orla Hardiman and Bahman Nasseroleslami. 2025. Distinct longitudinal changes in EEG measures reflecting functional network disruption in ALS cognitive phenotypes. Brain Topography 38, 3. DOI: 10.1007/s10548-024-01078-8 |
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Samiksha Pachade, Prasanna Porwal, Manesh Kokare, Girish Deshmukh, Vivek Sahasrabuddhe, Zhengbo Luo, Feng Han, Zitang Sun, Li Qihan, Sei-ichiro Kamata, Edward Ho, Edward Wang, Asaanth Sivajohan, Saerom Youn, Kevin Lane, Jin Chun, Xinliang Wang, Yunchao Gu, Sixu Lu, Young-tack Oh, Hyunjin Park, Chia-Yen Lee, Hung Yeh, Kai-Wen Cheng, Haoyu Wang, Jin Ye, Junjun He, Lixu Gu, Dominik Müller, Iñaki Soto-Rey, Frank Kramer, Hidehisa Arai, Yuma Ochi, Takami Okada, Luca Giancardo, Gwenolé Quellec and Fabrice Mériaudeau. 2025. RFMiD: retinal image analysis for multi-disease detection challenge. Medical Image Analysis 99, 103365. DOI: 10.1016/j.media.2024.103365 |
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Gerhard Schellhorn, Stefan Bodenmüller and Wolfgang Reif. 2025. Verification of forward simulations with thread-local, step-local proof obligations. Science of Computer Programming 241, 103227. DOI: 10.1016/j.scico.2024.103227 |
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2024 |
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Johannes Schleicher, Nikolas Wehner, Tobias Hoßfeld and Michael Seufert. 2024. (Not) the sum of its parts: relating individual video and browsing stimuli to web session QoE. In Markus Fiedler, Lea Skorin-Kapov, Hadi Amirpour, Karel Fliegel (Eds.). 2024 16th International Conference on Quality of Multimedia Experience (QoMEX), June 18-20, 2024, Karlshamn, Sweden. IEEE, Piscataway, NJ, 104-110 DOI: 10.1109/QoMEX61742.2024.10598239 |
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Vincent Cohen-Addad, Tobias Mömke and Victor Verdugo. 2024. A 2-approximation for the bounded treewidth sparsest cut problem in FPT time. Mathematical Programming 206, 1-2, 479-495. DOI: 10.1007/s10107-023-02044-1 |
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Man Ho Ivy Wong and Jakob Prange. in press. A Bayesian approach to (re)examining learning effects of cognitive linguistics–inspired instruction: a close replication of Wong, Zhao, and MacWhinney (2018). Studies in Second Language Acquisition 1-21. DOI: 10.1017/s0272263124000603 |
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Ling Hai, Dirk C. Hoffmann, Robin J. Wagener, Daniel D. Azorin, David Hausmann, Ruifan Xie, Magnus-Carsten Huppertz, Julien Hiblot, Philipp Sievers, Sophie Heuer, Jakob Ito, Gina Cebulla, Alexandros Kourtesakis, Leon D. Kaulen, Miriam Ratliff, Henriette Mandelbaum, Erik Jung, Ammar Jabali, Sandra Horschitz, Kati J. Ernst, Denise Reibold, Uwe Warnken, Varun Venkataramani, Rainer Will, Mario L. Suvà, Christel Herold-Mende, Felix Sahm, Frank Winkler, Matthias Schlesner, Wolfgang Wick and Tobias Kessler. 2024. A clinically applicable connectivity signature for glioblastoma includes the tumor network driver CHI3L1. Nature Communications 15, 1, 968. DOI: 10.1038/s41467-024-45067-8 |
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David Pätzel, Richard Nordsieck and Jörg Hähner. 2024. A closer look at length-niching selection and spatial crossover in variable-length evolutionary rule set learning. In Xiaodong Li, Julia Handl (Eds.). GECCO '24 Companion: proceedings of the Genetic and Evolutionary Computation Conference Companion, Melbourne, VIC, Australia, July 14-18, 2024. ACM, New York, NY, 1779-1787 DOI: 10.1145/3638530.3664178 |
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Zhao Ren, Yi Chang, Thanh Tam Nguyen, Yang Tan, Kun Qian and Björn W. Schuller. 2024. A comprehensive survey on heart sound analysis in the deep learning era. IEEE Computational Intelligence Magazine 19, 3, 42-57. DOI: 10.1109/mci.2024.3401309 |
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Julian Lorenz, Alexander Pest, Daniel Kienzle, Katja Ludwig and Rainer Lienhart. 2024. A fair ranking and new model for panoptic scene graph generation. In Aleš Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol (Eds.). Computer Vision – ECCV 2024: 18th European Conference, Milan, Italy, September 29 – October 4, 2024, proceedings, part LXI. Springer, Berlin, 148-164 DOI: 10.1007/978-3-031-73030-6_9 |
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Stefan Bodenmüller, John Derrick, Brijesh Dongol, Gerhard Schellhorn and Heike Wehrheim. 2024. A fully verified persistency library. Lecture Notes in Computer Science 14500, 26-47. DOI: 10.1007/978-3-031-50521-8_2 |
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Pierre Gabriel Aublin, Jacques Felblinger and Julien Oster. 2024. A generalisable heartbeat classifier leveraging self-supervised learning for ECG analysis during magnetic resonance imaging. IEEE Journal of Biomedical and Health Informatics 28, 9, 5147-5155. DOI: 10.1109/jbhi.2024.3411792 |
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Johanna Holzinger, Alexander Heimerl, Ruben Schlagowski, Elisabeth André and Silvan Mertes. 2024. A machine learning-driven interactive training system for extreme vocal techniques. In Luca Andrea Ludovico, Davide Andrea Mauro (Eds.). AM '24: proceedings of the 19th International Audio Mostly Conference: Explorations in Sonic Cultures, September 18-20, 2024, Milan, Italy. ACM, New York, NY, 348-354 DOI: 10.1145/3678299.3678334 |
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Ruiyu Liang, Yue Xie, Jiaming Cheng, Cong Pang and Björn Schuller. 2024. A non-invasive speech quality evaluation algorithm for hearing aids with multi-head self-attention and audiogram-based features. IEEE/ACM Transactions on Audio, Speech, and Language Processing 32, 2166-2176. DOI: 10.1109/taslp.2024.3378107 |
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Julian Lorenz, Robin Schön, Katja Ludwig and Rainer Lienhart. 2024. A review and efficient implementation of scene graph generation metrics. In Eric Mortensen (Ed.). 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Jun 16-22, 2024, Seattle, WA, USA. Institute of Electrical and Electronics Engineers (IEEE), Piscataway, NJ, 2567-2575 DOI: 10.1109/CVPRW63382.2024.00263 |
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Robin Schön, Julian Lorenz, Katja Ludwig and Rainer Lienhart. in press. Adapting the segment anything model during usage in novel situations. In Eric Mortensen (Ed.). IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), Jun 17th-21st, 2024, Seattle, WA, USA. Institute of Electrical and Electronics Engineers (IEEE), Piscataway, NJ |
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Katharina Dietz, Mehrdad Hajizadeh, Johannes Schleicher, Nikolas Wehner, Stefan Geissler, Pedro Casas, Michael Seufert and Tobias Hoßfeld. in press. Agree to disagree: exploring consensus of XAI methods for ML-based NIDS. In 1st Workshop on Network Security Operations (NeSecOr), Prague, Czech Republic, 28-31 October 2024. IEEE, Piscataway, NJ |
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Oliver Tüscher, Muthuraman Muthuraman, Johann-Philipp Horstmann, Guilherme Horta, Konstantin Radyushkin, Jan Baumgart, Torfi Sigurdsson, Heiko Endle, Haichao Ji, Prisca Kuhnhäuser, Jan Götz, Lara-Jane Kepser, Martin Lotze, Hans J. Grabe, Henry Völzke, Elisabeth J. Leehr, Susanne Meinert, Nils Opel, Sebastian Richers, Albrecht Stroh, Silvia Daun, Marc Tittgemeyer, Timo Uphaus, Falk Steffen, Frauke Zipp, Joachim Groß, Sergiu Groppa, Udo Dannlowski, Robert Nitsch and Johannes Vogt. 2024. Altered cortical synaptic lipid signaling leads to intermediate phenotypes of mental disorders. Molecular Psychiatry 29, 3537-3552. DOI: 10.1038/s41380-024-02598-2 |
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Patrick Zimbrod, Michael Fleck and Johannes Schilp. 2024. An application-driven method for assembling numerical schemes for the solution of complex multiphysics problems. Applied System Innovation 7, 3, 35. DOI: 10.3390/asi7030035 |
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Tobias Hallmen, Silvan Mertes, Dominik Schiller and Elisabeth André. in press. An efficient multitask learning architecture for affective vocal burst analysis. preprint. DOI: 10.48550/arXiv.2209.13914 |
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Jenny Ottmann, Frank Breitinger and Felix Freiling. 2024. An experimental assessment of inconsistencies in memory forensics. ACM Transactions on Privacy and Security 27, 1, 2. DOI: 10.1145/3628600 |
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Henning Cui, Andreas Margraf and Jörg Hähner. in press. Analysing the influence of reorder strategies for Cartesian Genetic Programming. preprint. DOI: 10.48550/arXiv.2410.00518 |
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Sofia Muñoz-Ruiz, Juandiego Saavedra-Ordoñez, Natalia Valencia-Fajardo, Nicolai Spicher, Rubiel Vargas-Cañas and Ennio Idrobo-Ávila. 2024. Analysis of electrocardiographic signals to assess heart rate variability under surgical context: a methodological proposal. In Proceedings of the Workshop Biosignals, 28 February - 1 March 2024, Göttingen, Germany. Georg-August-Universität Göttingen, Göttingen DOI: 10.47952/gro-publ-215 |
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Tom Roeger, Ludwig Vogt, Tobias Friedrich and Johannes Schilp. 2024. Analysis of the relationship between training data volume and model quality for surrogate models in physical simulations. Procedia CIRP 126, 745-750. DOI: 10.1016/j.procir.2024.08.302 |
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Fabio Hellmann, Elisabeth André, Mohamed Benouis, Benedikt Buchner and Silvan Mertes. 2024. Anonymization of faces: technical and legal perspectives. Datenschutz und Datensicherheit - DuD 48, 6, 364-367. DOI: 10.1007/s11623-024-1938-6 |
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Andreas Leinenbach, Marcel Wagner, Fabio Oettl and Johannes Schilp. 2024. Anwendung des Process Data Twin. WT Werkstattstechnik online 114, 3, 40-45. DOI: 10.37544/1436-4980-2024-03-12 |
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Mani Kumar Tellamekala, Ömer Sümer, Björn W. Schuller, Elisabeth André, Timo Giesbrecht and Michel Valstar. 2024. Are 3D face shapes expressive enough for recognising continuous emotions and action unit intensities?. IEEE Transactions on Affective Computing 15, 2, 535-548. DOI: 10.1109/TAFFC.2023.3280530 |
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Nabin Koirala, Abdulnasir Hossen, Ioannis U. Isaias, Jens Volkmann and Muthuraman Muthuraman. 2024. Assistive techniques and their added value for tremor classification in multiple sclerosis. Neural Regeneration Research 19, 5, 977-978. DOI: 10.4103/1673-5374.382988 |
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Petra Berenbrink, Martin Hoefer, Dominik Kaaser, Pascal Lenzner, Malin Rau and Daniel Schmand. 2024. Asynchronous opinion dynamics in social networks. Distributed Computing 37, 3, 207-224. DOI: 10.1007/s00446-024-00467-3 |
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Chao Li, Feng Wang, Ziping Zhao, Haishuai Wang and Björn W. Schuller. 2024. Attention-based temporal graph representation learning for EEG-based emotion recognition. IEEE Journal of Biomedical and Health Informatics 28, 10, 5755-5767. DOI: 10.1109/jbhi.2024.3395622 |
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Manuel Milling, Shuo Liu, Andreas Triantafyllopoulos, Ilhan Aslan and Björn W. Schuller. 2024. Audio enhancement for computer audition — an iterative training paradigm using sample importance. Journal of Computer Science and Technology 39, 4, 895-911. DOI: 10.1007/s11390-024-2934-x |
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Harry Coppock, George Nicholson, Ivan Kiskin, Vasiliki Koutra, Kieran Baker, Jobie Budd, Richard Payne, Emma Karoune, David Hurley, Alexander Titcomb, Sabrina Egglestone, Ana Tendero Cañadas, Lorraine Butler, Radka Jersakova, Jonathon Mellor, Selina Patel, Tracey Thornley, Peter Diggle, Sylvia Richardson, Josef Packham, Björn W. Schuller, Davide Pigoli, Steven Gilmour, Stephen Roberts and Chris Holmes. 2024. Audio-based AI classifiers show no evidence of improved COVID-19 screening over simple symptoms checkers. Nature Machine Intelligence 2024, 6, 229-242. DOI: 10.1038/s42256-023-00773-8 |
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Vincent Karas, Dagmar M. Schuller and Björn W. Schuller. 2024. Audiovisual affect recognition for autonomous vehicles: applications and future agendas. IEEE Transactions on Intelligent Transportation Systems 25, 6, 4918-4932. DOI: 10.1109/tits.2023.3333749 |
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Fabian Kreutmayr and Christoph Ament. 2024. Automated tuning of gain-scheduled PI controllers based on SANARX models. IFAC-PapersOnLine 58, 7, 120-125. DOI: 10.1016/j.ifacol.2024.08.021 |
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Jiangjian Xie, Yuwei Shi, Dongming Ni, Manuel Milling, Shuo Liu, Junguo Zhang, Kun Qian and Björn W. Schuller. 2024. Automatic bird sound source separation based on passive acoustic devices in wild environment. IEEE Internet of Things Journal 11, 9, 16604-16617. DOI: 10.1109/jiot.2024.3354036 |
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Vivian Grünherz, Alanna Ebigbo, Miriam Elia, Alessandra Brunner, Tamara Krafft, Leo Pöller, Pia Schneider, Fabian Stieler, Bernhard Bauer, Anna Muzalyova, Helmut Messmann and Sandra Nagl. 2024. Automatic three-dimensional reconstruction of the oesophagus in achalasia patients undergoing POEM: an innovative approach for evaluating treatment outcomes. BMJ Open Gastroenterology 11, 1, e001396. DOI: 10.1136/bmjgast-2024-001396 |
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Julius Aka, Johannes Brunnemann, Jörg Eiden, Arne Speerforck and Lars Mikelsons. in press. Balanced Neural ODEs: nonlinear model order reduction and Koopman operator approximations. preprint. DOI: 10.48550/arXiv.2410.10174 |
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Michael Menzel, Mihaela Martis-Thiele, Hannah Goldschmid, Alexander Ott, Eva Romanovsky, Janna Siemanowski-Hrach, Lancelot Seillier, Nadina Ortiz Brüchle, Angela Maurer, Kjong-Van Lehmann, Matthias Begemann, Miriam Elbracht, Robert Meyer, Sebastian Dintner, Rainer Claus, Jan Meier-Kolthoff, Eric Blanc, Markus Möbs, Maria Joosten, Manuela Benary, Patrick Basitta, Florian Hölscher, Verena Tischler, Thomas Groß, Oliver Kutz, Rebecca Prause, Doreen William, Kai Horny, Wolfgang Goering, Sugirthan Sivalingam, Arndt Borkhardt, Cornelia Blank, Stefanie Junk, Layal Yasin, Evgeny A. Moskalev, Maria Giulia Carta, Fulvia Ferrazzi, Lars Tögel, Steffen Wolter, Eugen Adam, Uta Matysiak, Tessa Rosenthal, Jürgen Dönitz, Ulrich Lehmann, Gunnar Schmidt, Stephan Bartels, Winfried Hofmann, Steffen Hirsch, Nicola Dikow, Kirsten Göbel, Rouzbeh Banan, Stefan Hamelmann, Annette Fink, Markus Ball, Olaf Neumann, Jan Rehker, Michael Kloth, Justin Murtagh, Nils Hartmann, Phillip Jurmeister, Andreas Mock, Jörg Kumbrink, Andreas Jung, Eva-Maria Mayr, Anne Jacob, Marcel Trautmann, Santina Kirmse, Kim Falkenberg, Christian Ruckert, Daniela Hirsch, Alexander Immel, Wolfgang Dietmaier, Tobias Haack, Ralf Marienfeld, Axel Fürstberger, Jakob Niewöhner, Uwe Gerstenmaier, Timo Eberhardt, Phillip Greif, Silke Appenzeller, Katja Maurus, Julia Doll, Yvonne Jelting, Danny Jonigk, Bruno Märkl, Dieter Beule, David Horst, Anna-Lena Wulf, Daniela Aust, Martin Werner, Kirsten Reuter-Jessen, Philipp Ströbel, Bernd Auber, Felix Sahm, Sabine Merkelbach-Bruse, Udo Siebolts, Wilfried Roth, Silke Lassmann, Frederick Klauschen, Nadine T. Gaisa, Wilko Weichert, Matthias Evert, Sorin Armeanu-Ebinger, Stephan Ossowski, Christopher Schroeder, Christian P. Schaaf, Nisar Malek, Peter Schirmacher, Daniel Kazdal, Nicole Pfarr, Jan Budczies and Albrecht Stenzinger. in press. Benchmarking whole exome sequencing in the German Network for Personalized Medicine. European Journal of Cancer 114306. DOI: 10.1016/j.ejca.2024.114306 |
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Lisa Marie Dreier, Céline Vanini, Christopher J. Hargreaves, Frank Breitinger and Felix Freiling. 2024. Beyond timestamps: integrating implicit timing information into digital forensic timelines. Forensic Science International: Digital Investigation 49, Supplement, 301755. DOI: 10.1016/j.fsidi.2024.301755 |
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Violeta Dimova, Claudia Welte-Jzyk, Andrea Kronfeld, Oliver Korczynski, Bernhard Baier, Nabin Koirala, Livia Steenken, Bianca Kollmann, Oliver Tüscher, Marc A. Brockmann, Frank Birklein and Muthuraman Muthuraman. 2024. Brain connectivity networks underlying resting heart rate variability in acute ischemic stroke. NeuroImage: Clinical 41, 103558. DOI: 10.1016/j.nicl.2023.103558 |
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Michael Seufert, Marius Spangenberger, Fabian Poignée, Florian Wamser, Werner Robitza, Christian Timmerer and Tobias Hoßfeld. in press. COBIRAS: offering a continuous bit rate slide to maximize DASH streaming bandwidth utilization. ACM Transactions on Multimedia Computing, Communications, and Applications . DOI: 10.1145/3677379 |
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Mani Kumar Tellamekala, Shahin Amiriparian, Björn W. Schuller, Elisabeth André, Timo Giesbrecht and Michel Valstar. 2024. COLD Fusion: calibrated and ordinal latent distribution fusion for uncertainty-aware multimodal emotion recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence 46, 2, 805-822. DOI: 10.1109/tpami.2023.3325770 |
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Konstantinos Triantafyllias, Stefanie Liverakos, Muthuraman Muthuraman, Lorenzo Cavagna, Ioannis Parodis and Andreas Schwarting. 2024. Cardiovascular risk evaluation in psoriatic arthritis by aortic stiffness and the Systemic Coronary Risk Evaluation (SCORE): results of the prospective PSOCARD cohort study. Rheumatology and Therapy 11, 4, 897-911. DOI: 10.1007/s40744-024-00676-z |
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Henning Cui and Jörg Hähner. 2024. Cartesian Genetic Programming is robust against redundant attributes in datasets. In Francesco Marcelloni, Kurosh Madani, Niki van Stein, Joaquim Filipe (Eds.). Proceedings of the 16th International Joint Conference on Computational Intelligence - ECTA, November 20-22, 2024, in Porto, Portugal. SciTePress, Setúbal, 108-119 DOI: 10.5220/0012974600003837 |
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Katharina Dietz, Mehrdad Hajizadeh, Nikolas Wehner, Stefan Geissler, Pedro Casas, Michael Seufert and Tobias Hoßfeld. in press. Certainly uncertain: demystifying ML uncertainty for active learning in network monitoring tasks. In 20th International Conference on Network and Service Management (CNSM), Prague, Czech Republic, 28-31 October 2024. |
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Duygun Erol Barkana, Katrin D. Bartl-Pokorny, Hatice Kose, Agnieszka Landowska, Manuel Milling, Ben Robins, Björn W. Schuller, Pinar Uluer, Michal R. Wrobel and Tatjana Zorcec. in press. Challenges in observing the emotions of children with autism interacting with a social robot. International Journal of Social Robotics . DOI: 10.1007/s12369-024-01185-3 |
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Gaëtan Michelet and Frank Breitinger. 2024. ChatGPT, Llama, can you write my report? An experiment on assisted digital forensics reports written using (local) large language models. Forensic Science International: Digital Investigation 48, 301683. DOI: 10.1016/j.fsidi.2023.301683 |
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Victoria E. Fincke, Mona Steinbügl, Hye-Jung E. Chun, Karolina Nemes, Marlena Mucha, Maurice Loßner, Felix Dorn, Katharina Gastberger, Sebastian Bühner, Martin Sill, Thomas Kröncke, Reiner Siebert, Patrick Melchior, Rhoikos Furtwängler, Matthias Schlesner, Christian Vokuhl, Christoph Röcken, Pascal D. Johann and Michael C. Frühwald. 2024. Clinical and molecular risk factors in extracranial malignant rhabdoid tumors: toward an integrated model of high-risk tumors. Clinical Cancer Research 30, 20, 4667-4680. DOI: 10.1158/1078-0432.ccr-23-3489 |
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Dat Duong, Anna Rose Johny, Suzanna Ledgister Hanchard, Christopher Fortney, Kendall Flaharty, Fabio Hellmann, Ping Hu, Behnam Javanmardi, Shahida Moosa, Tanviben Patel, Susan Persky, Ömer Sümer, Cedrik Tekendo-Ngongang, Hellen Lesmann, Tzung-Chien Hsieh, Rebekah L. Waikel, Elisabeth André, Peter Krawitz and Benjamin D. Solomon. 2024. Comparison of clinical geneticist and computer visual attention in assessing genetic conditions. PLOS Genetics 20, 2, e1011168. DOI: 10.1371/journal.pgen.1011168 |
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Nikolas Klug. 2024. Computing minimal solutions to the ring loading problem. Information Processing Letters 185, 106466. DOI: 10.1016/j.ipl.2023.106466 |
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Sebastian Sommer, Maximilian Schmutz, Kathrin Hildebrand, Annett Schiwitza, Selinah Benedikt, Maria Eberle, Tatiana Mögele, Aziz Sultan, Lena Reichl, Maria Campillo, Luise Uhrmacher, Ana Antic Nikolic, Ralph Bundschuh, Constantin Lapa, Michaela Kuhlen, Sebastian Dintner, Angela Langer, Bruno Märkl, Thomas Wendler, Kartikay Tehlan, Thomas Kröncke, Maria Wahle, Matthias Mann, Nicolas Casadei, Michaela Pogoda, Simone Hummler, Irmengard Sax, Matthias Schlesner, Boris Kubuschok, Martin Trepel and Rainer Claus. 2024. Concept and feasibility of the Augsburg Longitudinal Plasma Study (ALPS) - a prospective trial for comprehensive liquid biopsy-based longitudinal monitoring of solid cancer patients. Journal of Laboratory Medicine 48, 3, 107-119. DOI: 10.1515/labmed-2023-0156 |
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Felix Kiehn, Mareike Schmidt and Fabian Panse. 2024. Constraint management and data placement in the context of polyglot persistence. In Ute Störl (Ed.). Proceedings of the 35th GI-Workshop Grundlagen von Datenbanken 2024 (GvDB 2024), Herdecke, Germany, May 22-24, 2024. CEUR-WS, Aachen, 9-15 |
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Adria Mallol-Ragolta and Björn Schuller. 2024. Coupling sentiment and arousal analysis towards an affective dialogue manager. IEEE Access 12, 20654-20662. DOI: 10.1109/access.2024.3361750 |
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Stina Klein, Jenny Huch, Nadine Reißner, Pamina Zwolsky, Katharina Weitz, Matthias Kraus and Elisabeth André. 2024. Creating a framework for a user-friendly cobot failure management in human-robot collaboration. In Dan Grollman, Elizabeth Broadbent, Wendy Ju, Harold Soh, Tom Williams (Eds.). HRI '24: companion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction, Boulder, CO, USA, March 11-15, 2024. ACM, New York, NY, 618-622 DOI: 10.1145/3610978.3640591 |
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Mickael L. D. Deroche, Jace Wolfe, Sara Neumann, Jacy Manning, Lindsay Hanna, Will Towler, Caleb Wilson, Alexander G. Bien, Sharon Miller, Erin Schafer, Jessica Gemignani, Razieh Alemi, Muthuraman Muthuraman, Nabin Koirala and Vincent L. Gracco. 2024. Cross-modal plasticity in children with cochlear implant: converging evidence from EEG and functional near-infrared spectroscopy. Brain Communications 6, 3, fcae175. DOI: 10.1093/braincomms/fcae175 |
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Zhengyu Wang, Ziqian Li, Xiang Yu, Zirui Jia, Xinzhou Xu and Björn W. Schuller. 2024. Cross-scene semantic segmentation for medical surgical instruments using structural similarity-based partial activation networks. IEEE Transactions on Medical Robotics and Bionics 6, 2, 399-409. DOI: 10.1109/tmrb.2024.3359303 |
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Christopher Hargreaves, Frank Breitinger, Liz Dowthwaite, Helena Webb and Mark Scanlon. 2024. DFPulse: the 2024 digital forensic practitioner survey. Forensic Science International: Digital Investigation 51, 301844. DOI: 10.1016/j.fsidi.2024.301844 |
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Frank Breitinger, Jan-Niclas Hilgert, Christopher Hargreaves, John Sheppard, Rebekah Overdorf and Mark Scanlon. 2024. DFRWS EU 10-year review and future directions in Digital Forensic Research. Forensic Science International: Digital Investigation 48, Supplement, 301685. DOI: 10.1016/j.fsidi.2023.301685 |
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Dominik Schiller, Tobias Hallmen, Daksitha Withanage Don, Elisabeth André and Tobias Baur. in press. DISCOVER: a Data-driven Interactive System for Comprehensive Observation, Visualization, and ExploRation of human behaviour. preprint. DOI: 10.48550/arXiv.2407.13408 |
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Kun Qian, Ruolan Huang, Zhihao Bao, Yang Tan, Zhonghao Zhao, Mengkai Sun, Bin Hu, Björn W. Schuller and Yoshiharu Yamamoto. 2024. Detecting somatisation disorder via speech: introducing the Shenzhen Somatisation Speech Corpus. Intelligent Medicine 4, 2, 96-103. DOI: 10.1016/j.imed.2023.03.001 |
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Gabriele Maria Lehner, Laura Gockeln, Bettina Marie Naber, Janis Raphael Thamm, Sandra Schuh, Gabriel Duttler, Anna Rottenkolber, Dennis Hartmann, Frank Kramer and Julia Welzel. 2024. Differences in the annotation between facial images and videos for training an artificial intelligence for skin type determination. Skin Research and Technology 30, 3, e13632. DOI: 10.1111/srt.13632 |
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Helena Bilandzic, Anja Kalch, Susanne Kinnebrock, Benedikt Buchner, Ingo Kollar and Björn W. Schuller. 2024. Discursive resilience – countering polarization and fragmentation in (social) media discourse. Datenschutz und Datensicherheit - DuD 48, 6, 341-345. DOI: 10.1007/s11623-024-1927-9 |
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Susanne Knorr, Lisa Rauschenberger, Muthuraman Muthuraman, Rhonda McFleder, Thomas Ott, Kathrin Grundmann-Hauser, Takahiro Higuchi, Jens Volkmann and Chi Wang Ip. 2024. Disturbed brain energy metabolism in a rodent model of DYT-TOR1A dystonia. Neurobiology of Disease 194, 106462. DOI: 10.1016/j.nbd.2024.106462 |
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Björn W. Schuller, Alican Akman, Yi Chang, Harry Coppock, Alexander Gebhard, Alexander Kathan, Esther Rituerto-González, Andreas Triantafyllopoulos and Florian B. Pokorny. 2024. Ecology & computer audition: applications of audio technology to monitor organisms and environment. Heliyon 10, 1, e23142. DOI: 10.1016/j.heliyon.2023.e23142 |
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Sebastian Troia, Marco Savi, Christian Grasso, Frank Slyne, Lihua Ruan and Michael Seufert. 2024. Edge network softwarization and intelligence: challenges and opportunities [Editorial]. Computer Networks 255, 110910. DOI: 10.1016/j.comnet.2024.110910 |
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Davide Maria Cammisuli, Paolo Taurisano, Björn W. Schuller and Kun Qian. 2024. Editorial: Digital health and virtual health care for adults and older adults: innovative technological solutions for diagnosis, management, and rehabilitation. Frontiers in Medicine 11, 1417069. DOI: 10.3389/fmed.2024.1417069 |
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Stefan Dukic, Antonio Fasano, Amina Coffey, Teresa Buxó, Roisin McMackin, Rangariroyashe Chipika, Mark Heverin, Peter Bede, Muthuraman Muthuraman, Madeleine Lowery, Richard G. Carson, Orla Hardiman and Bahman Nasseroleslami. 2024. Electroencephalographic β‐band oscillations in the sensorimotor network reflect motor symptom severity in amyotrophic lateral sclerosis. European Journal of Neurology 31, 4, e16201. DOI: 10.1111/ene.16201 |
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Andrei Constantinescu, Pascal Lenzner, Rebecca Reiffenhäuser, Daniel Schmand and Giovanna Varricchio. 2024. Solving Woeginger's hiking problem: wonderful partitions in anonymous hedonic games. In Karl Bringmann, Martin Grohe, Gabriele Puppis, Ola Svensson (Eds.). 51st International Colloquium on Automata, Languages, and Programming (ICALP 2024), July 8-12, 2024, Tallinn, Estonia. Schloss Dagstuhl – Leibniz-Zentrum für Informatik, Dagstuhl, 48:1-48:18 DOI: 10.4230/LIPIcs.ICALP.2024.48 |
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Hao Ding, Amgad Droby, Abdul Rauf Anwar, Jeffrey M. Hausdorff, Bahman Nasseroleslami, Anat Mirelman, Inbal Maidan and Muthuraman Muthuraman. 2024. Treadmill training in Parkinson's disease: possible role of prefrontal modifications in the improved cortical-subcortical network function. Neural Regeneration Research 19, 2, 407-408. DOI: 10.4103/1673-5374.377607 |
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Jonathan F. Bauer, Maurice Gerczuk, Lena Schindler-Gmelch, Shahin Amiriparian, David Daniel Ebert, Jarek Krajewski, Björn Schuller and Matthias Berking. 2024. Validation of machine learning-based assessment of major depressive disorder from paralinguistic speech characteristics in routine care. Depression and Anxiety 2024, 9667377. DOI: 10.1155/2024/9667377 |
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Helena Stegherr, Leopold Luley, Jonathan Wurth, Michael Heider and Jörg Hähner. 2023. A framework for modular construction and evaluation of metaheuristics. Reports / Technische Berichte der Fakultät für Angewandte Informatik der Universität Augsburg 2023-01. Institut für Informatik, Universität Augsburg, Augsburg. |
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Annemarie Friedrich, Nianwen Xue and Alexis Palmer. 2023. A kind introduction to lexical and grammatical aspect, with a survey of computational approaches. In Andreas Vlachos, Isabelle Augenstein (Eds.). Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2023), May 2-6, 2023, Dubrovnik, Croatia. Association for Computational Linguistics (ACL), Stroudsburg, PA, 599-622 DOI: 10.18653/v1/2023.eacl-main.44 |
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Michael Heider, David Pätzel, Helena Stegherr and Jörg Hähner. 2023. A metaheuristic perspective on learning classifier systems. In Mansour Eddaly, Bassem Jarboui and Patrick Siarry (Ed.). Metaheuristics for machine learning: new advances and tools. Springer, Singapore (Computational Intelligence Methods and Applications (CIMA)), 73-98. DOI: 10.1007/978-981-19-3888-7_3 |
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Miriam Elia and Bernhard Bauer. 2023. A methodology based on quality gates for certifiable AI in medicine: towards a reliable application of metrics in machine learning. In Hans-Georg Fill, Francisco José Domínguez Mayo, Marten van Sinderen, Leszek Maciaszek (Eds.). ICSOFT 2023: Proceedings of the 18th International Conference on Software Technologies, 10-12 July 2023, Rome, Italy. SciTePress, Setúbal, 486-493 DOI: 10.5220/0012121300003538 |
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Mohamed Benouis, Yekta Said Can and Elisabeth André. 2023. A privacy-preserving multi-task learning framework for emotion and identity recognition from multimodal physiological signals. In 2023 11th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW), 10-13 September 2023, Cambridge, MA, USA. IEEE, Piscataway, NJ, 1-8 DOI: 10.1109/aciiw59127.2023.10388160 |
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Martin Wirsing and Alexander Knapp. 2023. A reduction-based cut-free Gentzen calculus for dynamic epistemic logic. Logic Journal of the IGPL 31, 6, 1047-1068. DOI: 10.1093/jigpal/jzac078 |
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Jiangjian Xie, Yujie Zhong, Junguo Zhang, Shuo Liu, Changqing Ding and Andreas Triantafyllopoulos. 2023. A review of automatic recognition technology for bird vocalizations in the deep learning era. Ecological Informatics 73, 101927. DOI: 10.1016/j.ecoinf.2022.101927 |
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Harry Coppock, Alican Akman, Christian Bergler, Maurice Gerczuk, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Jing Han, Shahin Amiriparian, Alice Baird, Lukas Stappen, Sandra Ottl, Panagiotis Tzirakis, Anton Batliner, Cecilia Mascolo and Björn W. Schuller. 2023. A summary of the ComParE COVID-19 challenges. Frontiers in Digital Health 5, 1058163. DOI: 10.3389/fdgth.2023.1058163 |
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Sophie Henning, William Beluch, Alexander Fraser and Annemarie Friedrich. 2023. A survey of methods for addressing class imbalance in deep-learning based natural language processing. In Andreas Vlachos, Isabelle Augenstein (Eds.). Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2023), May 2-6, 2023, Dubrovnik, Croatia. Association for Computational Linguistics (ACL), Stroudsburg, PA, 523-540 DOI: 10.18653/v1/2023.eacl-main.38 |
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Abderrahim Boukhalat, KamelEddine Heraguemi, Mohamed Benouis, Samir Akhrouf and Brahim Bouderah. 2023. A survey on using evolutionary approaches-based high-utility itemsets mining. In Habiba Drias, Farouk Yalaoui, Allel Hadjali (Eds.). Artificial Intelligence Doctoral Symposium: 5th Doctoral Symposium, AID 2022, Algiers, Algeria, September 18–19, 2022, revised selected papers. Springer, Singapore, 43-57 DOI: 10.1007/978-981-99-4484-2_4 |
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Jiangjian Xie, Yujie Zhong, Junguo Zhang, Changchun Zhang and Björn W. Schuller. 2023. A weakly supervised spatial group attention network for fine-grained visual recognition. Applied Intelligence 53, 23301-23315. DOI: 10.1007/s10489-023-04627-z |
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Yang Tan, Zhihua Wang, Kun Qian, Zhihao Bao, Zheyu Cao, Bin Hu, Yoshiharu Yamamoto and Björn W. Schuller. 2023. AMNet: introducing an adaptive Mel-spectrogram end-to-end neural network for heart sound classification. In Xinbo Gao, Jelena Mišić, Changqing Luo, Jinbo Xiong (Eds.). 2023 IEEE International Conference on E-health Networking, Application & Services (Healthcom), 15-17 December 2023, Chongqing, China. IEEE, Los Alamitos, CA, 90-94 DOI: 10.1109/healthcom56612.2023.10472362 |
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Silvan Mertes, Marcel Strobl, Ruben Schlagowski and Elisabeth André. 2023. ASMRcade: interactive audio triggers for an autonomous sensory meridian response. In Elisabeth André, Mohamed Chetouani, Dominique Vaufreydaz, Gale Lucas, Tanja Schultz, Louis-Philippe Morency, Alessandro Vinciarelli (Eds.). ICMI '23: proceedings of the 25th International Conference on Multimodal Interaction, October 9-13, 2023, Paris, France. ACM, New York, NY, 70-78 DOI: 10.1145/3577190.3614155 |
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2023. Abschlussbericht des Bayerischen Forschungsverbunds: gesunder Umgang mit digitalen Technologien und Medien (ForDigitHealth), Juni 2019 – Mai 2023. Universität Augsburg, Verbundbüro Bayerischer Forschungsverbünde, Geschäftsstelle ForDigitHealth, Augsburg. |
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Sebastian Lutz, Florian Auer, Dennis Hartmann, Hryhorii Chereda, Tim Beißbarth and Frank Kramer. in press. Adaptation of Graph Convolutional Neural Networks and graph layer-wise relevance propagation to the Spektral library with application to gene expression data of colorectal cancer patients. preprint. DOI: 10.1101/2023.01.26.525010 |
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Nurefşan Sertbaş Bülbül and Mathias Fischer. 2023. Adapting to the flow: reinforcement learning for dynamic priority assignment in TSN. In Michael Seufert, Andreas Blenk, Olaf Landsiedel (Eds.). 2nd Workshop on Machine Learning & Netwoking (MaLeNe), co-located with the 5th International Conference on Networked Systems (NetSys 2023), Potsdam, Berlin, September 4, 2023: proceedings. Universität Augsburg, Augsburg |
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Benjamin Jin, Manuel Milling, Maria Pilar Plaza, Jens O. Brunner, Claudia Traidl-Hoffmann, Björn W. Schuller and Athanasios Damialis. 2023. Airborne pollen grain detection from partially labelled data utilising semi-supervised learning. Science of The Total Environment 891, 164295. DOI: 10.1016/j.scitotenv.2023.164295 |
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Katja Ludwig, Julian Lorenz, Robin Schön and Rainer Lienhart. 2023. All keypoints you need: detecting arbitrary keypoints on the body of triple, high, and long jump athletes. In 2023 IEEE/CVF International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), June 17 2023 to June 24 2023, Vancouver, BC, Canada. IEEE, Piscataway, NJ, 5179-5187 DOI: 10.1109/CVPRW59228.2023.00546 |
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Jauwairia Nasir, Mortadha Abderrahim, Barbara Bruno and Pierre Dillenbourg. 2023. An HMM-based real-time intervention methodology for a social robot supporting learning. In 2023 32nd IEEE International Conference on Robot and Human Interactive Communication (RO-MAN), 28-31 August 2023, Busan, Republic of Korea. IEEE, Los Alamitos, CA, 2204-2211 DOI: 10.1109/ro-man57019.2023.10309430 |
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Andreas Triantafyllopoulos, Bjorn W. Schuller, Gokce Iymen, Metin Sezgin, Xiangheng He, Zijiang Yang, Panagiotis Tzirakis, Shuo Liu, Silvan Mertes, Elisabeth André, Ruibo Fu and Jianhua Tao. 2023. An overview of affective speech synthesis and conversion in the deep learning era. Proceedings of the IEEE 111, 10, 1355-1381. DOI: 10.1109/jproc.2023.3250266 |
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René Sedlak, Andreas Welscher, Patrick Hannawald, Sabine Wüst, Rainer Lienhart and Michael Bittner. 2023. Analysis of 2D airglow imager data with respect to dynamics using machine learning. Atmospheric Measurement Techniques 16, 12, 3141-3153. DOI: 10.5194/amt-16-3141-2023 |
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Johann Frei and Frank Kramer. 2023. Annotated dataset creation through large language models for non-english medical NLP. Journal of Biomedical Informatics 145, 104478. DOI: 10.1016/j.jbi.2023.104478 |
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Ivan Khomutovskiy, Rebekka Dunker, Jessica Dierking, Julian Egbert, Christian Helms, Finn Schöllkopf, Katrin Casel, Philipp Fischbeck, Tobias Friedrich, Davis Isaac, Simon Krogmann and Pascal Lenzner. 2023. Applying skeletons to speed up the Arc-Flags routing algorithm. In Gonzalo Navarro, Julian Shun (Eds.). 2023 Proceedings of the Symposium on Algorithm Engineering and Experiments (ALENEX), January 22-23, 2023, Florence, Italy. Society for Industrial and Applied Mathematics (SIAM), Philadelphia, PA, 110-122 DOI: 10.1137/1.9781611977561.ch10 |
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Yekta Said Can, Bhargavi Mahesh and Elisabeth André. 2023. Approaches, applications, and challenges in physiological emotion recognition — a tutorial overview. Proceedings of the IEEE 111, 10, 1287-1313. DOI: 10.1109/jproc.2023.3286445 |
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Kristóf Bérczi, Matthias Mnich and Roland Vincze. 2023. Approximations for many-visits multiple traveling salesman problems. Omega 116, 102816. DOI: 10.1016/j.omega.2022.102816 |
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Konstantinos Triantafyllias, Tatjana Marinoska, Muthuraman Muthuraman and Andreas Schwarting. 2023. Arthrosonographie vs. optisch spektrale Transmissionsbildgebung (HandScan) in der Verlaufskontrolle von PatientInnen mit aktiver Arthritis [Abstract]. Ultraschall in der Medizin - European Journal of Ultrasound 44, S1, S43. DOI: 10.1055/s-0043-1772367 |
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Abdelhamid Rahali, KamelEddine Heraguemi, Samir Akhrouf, Mohamed Benouis and Brahim Bouderah. 2023. Artificial Orca Algorithm for solving university course timetabling issue. In Mohammed Salem, Juan Julián Merelo, Patrick Siarry, Rochdi Bachir Bouiadjra, Mohamed Debakla, Fatima Debbat (Eds.). Artificial intelligence: theories and applications; First International Conference, ICAITA 2022, Mascara, Algeria, November 7–8, 2022, revised selected papers. Springer, Cham, 160-172 DOI: 10.1007/978-3-031-28540-0_13 |
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Mina A. Nessiem, Harry Coppock, Mostafa M. Mohamed and Björn W. Schuller. 2023. Artificial intelligence in COVID-19. In Debmalya Barh and Vasco Azevedo (Ed.). Omics approaches and technologies in COVID-19. Elsevier, Amsterdam, 255-273. DOI: 10.1016/b978-0-323-91794-0.00016-0 |
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Jenny Ottmann, Üsame Cengiz, Frank Breitinger and Felix Freiling. in press. As if time had stopped - checking memory dumps for quasi-instantaneous consistency. arXiv arXiv:2307.12060. |
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Michael Heider, Helena Stegherr, Richard Nordsieck and Jörg Hähner. 2023. Assessing model requirements for explainable AI: a template and exemplary case study. Artificial Life 29, 4, 468-486. DOI: 10.1162/artl_a_00414 |
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Helena Stegherr, Michael Heider and Jörg Hähner. 2023. Assisting convergence behaviour characterisation with unsupervised clustering. In Niki van Stein, Francesco Marcelloni, H. K. Lam, Marie Cottrell, Joaquim Filipe (Eds.). Proceedings of the 15th International Joint Conference on Computational Intelligence, November 13-15, 2023, in Rome, Italy. SciTePress, Setúbal, 108-118 DOI: 10.5220/0012202100003595 |
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Decky Aspandi, Federico Sukno, Björn W. Schuller and Xavier Binefa. 2023. Audio-visual gated-sequenced neural networks for affect recognition. IEEE Transactions on Affective Computing 14, 3, 2193-2208. DOI: 10.1109/taffc.2022.3156026 |
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Jenna Lawson, George Rizos, Dui Jasinghe, Andrew Whitworth, Björn Schuller and Cristina Banks-Leite. 2023. Automated acoustic detection of Geoffroy's spider monkey highlights tipping points of human disturbance. Proceedings of the Royal Society B: Biological Sciences 290, 1995, 20222473. DOI: 10.1098/rspb.2022.2473 |
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Rodrigo Mira, Eduardo Coutinho, Emilia Parada-Cabaleiro and Björn W. Schuller. 2023. Automated composition of Galician Xota — tuning RNN-based composers for specific musical styles using deep Q-learning. PeerJ Computer Science 9, e1356. DOI: 10.7717/peerj-cs.1356 |
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Ludwig Vogt, Robert Ludwig and Johannes Schilp. 2023. Automatic end tool alignment through plane detection with a RANSAC-algorithm for robotic grasping. Procedia CIRP 118, 253-258. DOI: 10.1016/j.procir.2023.06.044 |
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Gaëtan Michelet, Frank Breitinger and Graeme Horsman. 2023. Automation for digital forensics: towards a definition for the community. Forensic Science International 349, 111769. DOI: 10.1016/j.forsciint.2023.111769 |
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Birkan Denizer and Olaf Landsiedel. 2023. Bandwidth prediction for volatile networks with Informer. In Michael Seufert, Andreas Blenk, Olaf Landsiedel (Eds.). 2nd Workshop on Machine Learning & Netwoking (MaLeNe), co-located with the 5th International Conference on Networked Systems (NetSys 2023), Potsdam, Berlin, September 4, 2023: proceedings. Universität Augsburg, Augsburg |
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Jingtan Li, Mengkai Sun, Zhonghao Zhao, Xingcan Li, Gaigai Li, Chen Wu, Kun Qian, Bin Hu, Yoshiharu Yamamoto and Björn W. Schuller. 2023. Battling with the low-resource condition for snore sound recognition: introducing a meta-learning strategy. EURASIP Journal on Audio, Speech, and Music Processing 2023, 43. DOI: 10.1186/s13636-023-00309-3 |
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Marta Mondellini, Pooja Prajod, Matteo Lavit Nicora, Mattia Chiappini, Ettore Micheletti, Fabio Alexander Storm, Rocco Vertechy, Elisabeth André and Matteo Malosio. 2023. Behavioral patterns in robotic collaborative assembly: comparing neurotypical and Autism Spectrum Disorder participants. Frontiers in Psychology 14, 1245857. DOI: 10.3389/fpsyg.2023.1245857 |
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Theresa Bender, Philip Gemke, Ennio Idrobo-Ávila, Henning Dathe, Dagmar Krefting and Nicolai Spicher. 2023. Benchmarking the impact of noise on deep learning-based classification of atrial fibrillation in 12-Lead ECG. In Maria Hägglund, Madeleine Blusi, Stefano Bonacina, Lina Nilsson, Inge Cort Madsen, Sylvia Pelayo, Anne Moen, Arriel Benis, Lars Lindsköld, Parisis Gallos (Eds.). Caring is sharing – exploiting the value in data for health and innovation, Proceedings of MIE 2023. IOS Press, Amsterdam, 977-981 DOI: 10.3233/SHTI230321 |
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Jan Achterhold, Philip Tobuschat, Hao Ma, Dieter Büchler, Michael Mühlebach and Jörg Stückler. 2023. Black-box vs. gray-box: a case study on learning table tennis ball trajectory prediction with spin and impacts. In Nikolai Matni, Manfred Morari, George J. Pappa (Eds.). Proceedings of the 5th Annual Learning for Dynamics and Control Conference (L4DC), June 14-16, 2023, Philadelphia, PA, USA. ML Research Press, Maastricht, 878-890 |
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Julian Hanke, Matthias Stueben, Christian Eymüller, Maximilian Müller, Alexander Poeppel and Wolfgang Reif. 2023. CASP: Computer Aided Specimen Placement for robot-based component testing. In Giuseppina Gini, Henk Nijmeijer, Dimitar Filev (Eds.). Proceedings of the 20th International Conference on Informatics in Control, Automation and Robotics (ICINCO), November 13-15, 2023, in Rome, Italy: volume 1. SciTePress, Setúbal, 374-382 DOI: 10.5220/0012155000003543 |
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Dirk Hoffmann, Ling Hai, Robin Wagener, David Hausmann, Daniel Domínguez Azorín, Ruifan Xie, Magnus-Carsten Huppertz, Julien Hiblot, Philipp Sievers, Jakob Ito, Sophie Weil, Gina Cebulla, Henriette Mandelbaum, Erik Jung, Alexandros Kourtesakis, Kati Ernst, Denise Reibold, Uwe Warnken, Varun Venkataramani, Rainer Will, Mario Suva, Christel Herold-Mende, Felix Sahm, Frank Winkler, Matthias Schlesner, Wolfgang Wick and Tobias Kessler. 2023. CNSC-09 CHI3L1 is amolecular marker for gliobastoma network connectivity and functionally orchestrates tumor microtube formation [Abstract]. Neuro-Oncology 25, Supplement 5, v24. DOI: 10.1093/neuonc/noad179.0093 |
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Daniel Kienzle, Julian Lorenz, Robin Schön, Katja Ludwig and Rainer Lienhart. 2023. COVID detection and severity prediction with 3D-ConvNeXt and custom pretrainings. In Leonid Karlinsky, Tomer Michaeli, Ko Nishino (Eds.). Computer Vision – ECCV 2022 Workshops: Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part VII. Springer, Berlin, 500-516 DOI: 10.1007/978-3-031-25082-8_33 |
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Shuo Liu, Adria Mallol-Ragolta and Björn W. Schuller. 2023. COVID-19 detection from speech in noisy conditions. In Petros Maragos, Kostas Berberidis, Petros Boufounos, Aggelos Pikrakis, Thomas Feuillen (Eds.). ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 4-10 June 2023, Rhodes Island, Greece. IEEE, Piscataway, NJ, 1-5 DOI: 10.1109/icassp49357.2023.10094304 |
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Mostafa M. Amin, Erik Cambria and Björn W. Schuller. 2023. Can ChatGPT's responses boost traditional natural language processing?. IEEE Intelligent Systems 38, 5, 5-11. DOI: 10.1109/mis.2023.3305861 |
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Guihua Tian, Kun Qian, Xinyi Li, Mengkai Sun, Hao Jiang, Wanyong Qiu, Xiaoming Xie, Zhonghao Zhao, Liangqing Huang, Siyan Luo, Tianxing Guo, Ran Cai, Zhihua Wang and Björn W. Schuller. 2023. Can a holistic view facilitate the development of intelligent traditional Chinese medicine? A survey. IEEE Transactions on Computational Social Systems 10, 2, 700-713. DOI: 10.1109/tcss.2023.3252879 |
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Tobias Mömke and Hang Zhou. 2023. Capacitated vehicle routing in graphic metrics. In Telikepalli Kavitha, Kurt Mehlhorn (Eds.). 2023 Symposium on Simplicity in Algorithms (SOSA), January 23-25, 2023, Florence, Italy. SIAM, Philadelphia, PA, 114-123 DOI: 10.1137/1.9781611977585.ch11 |
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Mark Scanlon, Frank Breitinger, Christopher Hargreaves, Jan-Niclas Hilgert and John Sheppard. 2023. ChatGPT for digital forensic investigation: the good, the bad, and the unknown. Forensic Science International: Digital Investigation 46, Supplement, 301609. DOI: 10.1016/j.fsidi.2023.301609 |
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Muthuraman Muthuraman, Mohammadsaleh Oshaghi, Vinzenz Fleischer, Dumitru Ciolac, Ahmed Othman, Sven G. Meuth, Gabriel Gonzalez-Escamilla and Sergiu Groppa. 2023. Choroid plexus imaging to track neuroinflammation – a translational model for mouse and human studies. Neural Regeneration Research 18, 3, 521-522. DOI: 10.4103/1673-5374.346471 |
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Sebastian P. Bayerl, Maurice Gerczuk, Anton Batliner, Christian Bergler, Shahin Amiriparian, Björn Schuller, Elmar Nöth and Korbinian Riedhammer. 2023. Classification of stuttering – the ComParE challenge and beyond. Computer Speech & Language 81, 101519. DOI: 10.1016/j.csl.2023.101519 |
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Laura Alva, Elena Bernasconi, Flavie Torrecillos, Petra Fischer, Alberto Averna, Manuel Bange, Abteen Mostofi, Alek Pogosyan, Keyoumars Ashkan, Muthuraman Muthuraman, Sergiu Groppa, Erlick A. Pereira, Huiling Tan and Gerd Tinkhauser. 2023. Clinical neurophysiological interrogation of motor slowing: a critical step towards tuning adaptive deep brain stimulation. Clinical Neurophysiology 152, 43-56. DOI: 10.1016/j.clinph.2023.04.013 |
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Isabel Porth, Daniela Hirsch, Yonca Ceribas, Philip Weidner, Wilko Weichert, Thorsten Oliver Götze, Sven Perner, Kim Luley, Christian Moritz Heyer, Carolina de la Torre, Ralf-Dieter Hofheinz, Sylvie Lorenzen and Timo Gaiser. 2023. Comprehensive biomarker analysis of long-term response to trastuzumab in patients with HER2-positive advanced gastric or gastroesophageal adenocarcinoma. European Journal of Cancer 183, 119-130. DOI: 10.1016/j.ejca.2023.01.022 |
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Björn W. Schuller, Shahin Amiriparian, Anton Batliner, Alexander Gebhard, Maurice Gerczuk, Vincent Karas, Alexander Kathan, Lennart Seizer and Johanna Löchner. 2023. Computational charisma: a brick by brick blueprint for building charismatic artificial intelligence. Frontiers in Computer Science 5, 1135201. DOI: 10.3389/fcomp.2023.1135201 |
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Suresh Guttikonda, Jan Achterhold, Haolong Li, Joschka Boedecker and Jörg Stückler. 2023. Context-conditional navigation with a learning-based terrain- and robot-aware dynamics model. In European Conference on Mobile Robots (ECMR), September 4-7, 2023, Coimbra, Portugal. IEEE, Piscataway, NJ, 1-7 DOI: 10.1109/ECMR59166.2023.10256414 |
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Simon Stieber, Leonard Heber, Christof Obertscheider and Wolfgang Reif. 2023. Control of composite manufacturing processes through deep reinforcement learning. In Mihai Boicu, Moamar Sayed-Mouchaweh, Arif Wani (Eds.). 2023 International Conference on Machine Learning and Applications (ICMLA), 15-17 December 2023, Jacksonville, FL, USA. IEEE, Piscataway, NJ, 17-22 DOI: 10.1109/icmla58977.2023.00011 |
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Saroj Bista, Amina Coffey, Antonio Fasano, Teresa Buxo, Matthew Mitchell, Eileen Rose Giglia, Stefan Dukic, Mark Heverin, Muthuraman Muthuraman, Richard G. Carson, Madeleine Lowery, Orla Hardiman, Lara McManus and Bahman Nasseroleslami. 2023. Cortico-muscular coherence in primary lateral sclerosis reveals abnormal cortical engagement during motor function beyond primary motor areas. Cerebral Cortex 33, 13, 8712-8723. DOI: 10.1093/cercor/bhad152 |
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Fabio Oettl, Leonard Eckart and Johannes Schilp. 2023. Cost estimation approach of a digital twin implementation in industry. Procedia CIRP 118, 318-323. DOI: 10.1016/j.procir.2023.06.055 |
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Zikai Song, Lixian Zhu, Yiyan Wang, Mengkai Sun, Kun Qian, Bin Hu, Yoshiharu Yamamoto and Björn W. Schuller. 2023. Cutting weights of deep learning models for heart sound classification: introducing a knowledge distillation approach. In 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 24-27 July 2023, Sydney, Australia. IEEE, Piscataway, NJ, 1-4 DOI: 10.1109/embc40787.2023.10340704 |
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Elisabeth Veronica Mess, Julia Krumme, Frank Kramer and Alexandra Teynor. 2023. Data and information problems in health care and how creative methods might solve them. In John Mantas, Parisis Gallos, Emmanouil Zoulias, Arie Hasman, Mowafa S. Househ, Martha Charalampidou and Andriana Magdalinou (Ed.). Healthcare transformation with informatics and artificial intelligence. IOS Press, Amsterdam (Studies in Health Technology and Informatics ; 305), 335-338. DOI: 10.3233/shti230498 |
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Leonard Paeleke and Holger Karl. 2023. Data distribution effects on asynchronous parameter server training in high delay differences networks. In Michael Seufert, Andreas Blenk, Olaf Landsiedel (Eds.). 2nd Workshop on Machine Learning & Netwoking (MaLeNe), co-located with the 5th International Conference on Networked Systems (NetSys 2023), Potsdam, Berlin, September 4, 2023: proceedings. Universität Augsburg, Augsburg |
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Thomas Göbel, Harald Baier and Frank Breitinger. 2023. Data for digital forensics: why a discussion on "how realistic is synthetic data" is dispensable. Digital Threats: Research and Practice 4, 3, 38. DOI: 10.1145/3609863 |
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Steffen Netzband, Volker Hammen and Frank Kramer. 2023. Data-driven nursing research: an overview of underlying concepts and enablers. In Ralf Huss (Ed.). Digital medicine: bringing digital solutions to medical practice. Jenny Stanford Publishing, New York, NY, 171-184. DOI: 10.1201/9781003386070-9 |
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Johannes Wagner, Andreas Triantafyllopoulos, Hagen Wierstorf, Maximilian Schmitt, Felix Burkhardt, Florian Eyben and Björn W. Schuller. 2023. Dawn of the transformer era in speech emotion recognition: closing the valence gap. IEEE Transactions on Pattern Analysis and Machine Intelligence 45, 9, 10745-10759. DOI: 10.1109/tpami.2023.3263585 |
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Katharina Dietz, Nikolas Wehner, Pedro Casas, Tobias Hoßfeld and Michael Seufert. 2023. Demystifying user-based active learning for network monitoring tasks. In Michael Seufert, Andreas Blenk, Olaf Landsiedel (Eds.). 2nd Workshop on Machine Learning & Netwoking (MaLeNe), co-located with the 5th International Conference on Networked Systems (NetSys 2023), Potsdam, Berlin, September 4, 2023: proceedings. Universität Augsburg, Augsburg |
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Johannes Kastner and Peter M. Fischer. 2023. Detecting and analyzing fine-grained user roles in social media?. Computer Science and Information Systems 20, 3, 1263-1287. DOI: 10.2298/csis220110006k |
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Katja Ludwig, Daniel Kienzle, Julian Lorenz and Rainer Lienhart. 2023. Detecting arbitrary keypoints on limbs and skis with sparse partly correct segmentation masks. In IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW), Jan. 3 2023 to Jan. 7 2023, Waikoloa, HI, USA. IEEE, Piscataway, NJ, 1-10 DOI: 10.1109/WACVW58289.2023.00051 |
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Tobias Wittmeir, Fabio Oettl and Johannes Schilp. 2023. Digitaler Zwilling für die additive Fertigung. wt Werkstattstechnik online 113, 3, 119-123. DOI: 10.37544/1436-4980-2023-03-53 |
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Michael Heider, Helena Stegherr, David Pätzel, Roman Sraj, Jonathan Wurth, Benedikt Volger and Jörg Hähner. 2023. Discovering rules for rule-based machine learning with the help of novelty search. SN Computer Science 4, 6, 778. DOI: 10.1007/s42979-023-02198-x |
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Nikolas Wehner, Michael Seufert, Raimund Schatz and Tobias Hoßfeld. 2023. Do you agree? Contrasting Google's core web vitals and the impact of cookie consent banners with actual web QoE. Quality and User Experience 8, 1, 5. DOI: 10.1007/s41233-023-00058-3 |
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Matthias Kraus, Diana Betancourt and Wolfgang Minker. 2023. Does it affect you? Social and learning implications of using cognitive-affective state recognition for proactive human-robot tutoring. In 2023 32nd IEEE International Conference on Robot and Human Interactive Communication (RO-MAN), 28-31 August 2023, Busan, Republic of Korea. IEEE, Piscataway, NJ, 928-935 DOI: 10.1109/RO-MAN57019.2023.10309574 |
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Mingyue Niu, Ziping Zhao, Jianhua Tao, Ya Li and Björn W. Schuller. 2023. Dual attention and element recalibration networks for automatic depression level prediction. IEEE Transactions on Affective Computing 14, 3, 1954-1965. DOI: 10.1109/taffc.2022.3177737 |
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Maximilian Schönung, Mark Hartmann, Stephen Krämer, Sina Stäble, Mariam Hakobyan, Emely Kleinert, Theo Aurich, Defne Cobanoglu, Florian H. Heidel, Stefan Fröhling, Michael D. Milsom, Matthias Schlesner, Pavlo Lutsik and Daniel B. Lipka. 2023. Dynamic DNA methylation reveals novel cis-regulatory elements in mouse hematopoiesis. Experimental Hematology 117, 24-42. DOI: 10.1016/j.exphem.2022.11.001 |
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Damian M. Herz, Manuel Bange, Gabriel Gonzalez-Escamilla, Miriam Auer, Muthuraman Muthuraman, Martin Glaser, Rafal Bogacz, Alek Pogosyan, Huiling Tan, Sergiu Groppa and Peter Brown. 2023. Dynamic modulation of subthalamic nucleus activity facilitates adaptive behavior. PLoS Biology 21, 6, e3002140. DOI: 10.1371/journal.pbio.3002140 |
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Nabin Koirala, Mickael L. D. Deroche, Jace Wolfe, Sara Neumann, Alexander G. Bien, Derek Doan, Michael Goldbeck, Muthuraman Muthuraman and Vincent L. Gracco. 2023. Dynamic networks differentiate the language ability of children with cochlear implants. Frontiers in Neuroscience 17, 1141886. DOI: 10.3389/fnins.2023.1141886 |
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Kun Qian, Gyorgy Fazekas, Shengchen Li, Zijin Li and Björn W. Schuller. 2023. Editorial: Human-centred computer audition: sound, music, and healthcare. Frontiers in Digital Health 5, 1340517. DOI: 10.3389/fdgth.2023.1340517 |
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Julius Aka, Johannes Brunnemann, Svenne Freund and Arne Speerforck. 2023. Efficient global multi parameter calibration for complex system models using machine-learning surrogates. In Dirk Müller, Antonello Monti, Andrea Benigni (Eds.). Proceedings of the 15th International Modelica Conference 2023, October 9-11, Aachen, Germany. Linköping University Electronic Press, Linköping, 107-120 DOI: 10.3384/ecp204107 |
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Moritz Bauermann, Ann-Kathrin Schindler, Miriam Kunz, Elisabeth André and Thomas Rotthoff. 2023. Einfluss von Mimik in medizinischen "ad-hoc"-Anvertrauensentscheidungen – Pilotstudie zu einer Avatar-basierten Simulationsumgebung [Abstract - Symposiumsbeitrag]. In Isabell van Ackeren, Detlev Leutner, Stefan Rumann, Maik Walpuski, Esther Winther (Eds.). Bildung zwischen Unsicherheit und Evidenz: 10 GEBF - zehnte Tagung der Gesellschaft für Empirische Bildungsforschung Universität Duisburg-Essen, Essen, 28.02.-02.03.2023; Abstractband. Universität Duisburg-Essen, Duisburg, 94-95 |
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Hao Ding, Jens Volkmann and Muthuraman Muthuraman. 2023. Electrocardiographic artifact suppression in local field potentials. Clinical Neurophysiology 146, 133-134. DOI: 10.1016/j.clinph.2022.12.006 |
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Maurice Gerczuk, Shahin Amiriparian, Sandra Ottl and Björn W. Schuller. 2023. EmoNet: a transfer learning framework for multi-corpus speech emotion recognition. IEEE Transactions on Affective Computing 14, 2, 1472-1487. DOI: 10.1109/TAFFC.2021.3135152 |
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Kun Zhou, Berrak Sisman, Rajib Rana, Björn W. Schuller and Haizhou Li. 2023. Emotion intensity and its control for emotional voice conversion. IEEE Transactions on Affective Computing 14, 1, 31-48. DOI: 10.1109/taffc.2022.3175578 |
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Rodrigo Mira, Konstantinos Vougioukas, Pingchuan Ma, Stavros Petridis, Björn W. Schuller and Maja Pantic. 2023. End-to-end video-to-speech synthesis using generative adversarial networks. IEEE Transactions on Cybernetics 53, 6, 3454-3466. DOI: 10.1109/TCYB.2022.3162495 |
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Timo Fuchs, Lena Kaiser, Dominik Müller, Laszlo Papp, Regina Fischer and Johannes Tran-Gia. 2023. Enhancing interoperability and harmonisation of nuclear medicine image data and associated clinical data. Nuklearmedizin - NuclearMedicine 62, 6, 389-398. DOI: 10.1055/a-2187-5701 |
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Henning Cui, Andreas Margraf and Jörg Hähner. 2023. Equidistant Reorder operator for Cartesian Genetic Programming. In Niki van Stein, Francesco Marcelloni, H. K. Lam, Marie Cottrell, Joaquim Filipe (Eds.). Proceedings of the 15th International Joint Conference on Computational Intelligence - ECTA, November 13-15, 2023, in Rome, Italy. SciTePress, Setúbal, 64-74 DOI: 10.5220/0012174100003595 |
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Nils Bertschinger, Martin Hoefer, Simon Krogmann, Pascal Lenzner, Steffen Schuldenzucker and Lisa Wilhelmi. 2023. Equilibria and convergence in fire sale games. In Noa Agmon, Bo An, Alessandro Ricci, William Yeoh (Eds.). AAMAS '23: proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 29 May - 2 June 2023, London, United Kingdom. International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC, 215-223 |
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Anton Batliner, Michael Neumann, Felix Burkhardt, Alice Baird, Sarina Meyer, Ngoc Thang Vu and Björn W. Schuller. 2023. Ethical awareness in paralinguistics: a taxonomy of applications. International Journal of Human–Computer Interaction 39, 9, 1904-1921. DOI: 10.1080/10447318.2022.2140385 |
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Marie Keinert, Bjoern M. Eskofier, Björn W. Schuller, Stephanie Böhme and Matthias Berking. 2023. Evaluating the feasibility and exploring the efficacy of an emotion-based approach-avoidance modification training (eAAMT) in the context of perceived stress in an adult sample — protocol of a parallel randomized controlled pilot study. Pilot and Feasibility Studies 9, 1, 155. DOI: 10.1186/s40814-023-01386-z |
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Steffen Netzband, Katharina Ott, Florian Auer and Frank Kramer. 2023. Evaluation of the availability of nursing quality indicators in German FHIR implementations. In John Mantas, Parisis Gallos, Emmanouil Zoulias, Arie Hasman, Mowafa S. Househ, Martha Charalampidou and Andriana Magdalinou (Ed.). Healthcare transformation with informatics and artificial intelligence. IOS Press, Amsterdam (Studies in Health Technology and Informatics ; 305), 299-302. DOI: 10.3233/shti230488 |
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Daniel Gerber, Lukas Rosenbauer, Pia Lindner, Johannes Maier, Anthony Stein and Jörg Hähner. 2023. Evolutionary touch filter chain calibration. SN Computer Science 4, 1, 26. DOI: 10.1007/s42979-022-01375-8 |
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Andreas Margraf, Henning Cui, Anthony Stein and Jörg Hähner. 2023. Evolving processing pipelines for industrial imaging with Cartesian Genetic Programming. In Peter Lewis, Marin Litoiu, Ivana Dusparic, Barry Porter, Norha M. Villegas (Eds.). 2023 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS), 25-29 September 2023, Toronto, ON, Canada. IEEE, Piscataway, NJ, 133-138 DOI: 10.1109/ACSOS58161.2023.00031 |
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Christof Obertscheider, Ewald Fauster and Simon Stieber. 2023. Experimental validation of a new adaptable LCM mold filling software. Advanced Manufacturing: Polymer & Composites Science 9, 1, 2282310. DOI: 10.1080/20550340.2023.2282310 |
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Emilia Parada-Cabaleiro, Anton Batliner, Marcel Zentner and Markus Schedl. 2023. Exploring emotions in Bach chorales: a multi-modal perceptual and data-driven study. Royal Society Open Science 10, 12, 230574. DOI: 10.1098/rsos.230574 |
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Zhihua Wang, Kun Qian, Houguang Liu, Bin Hu, Björn W. Schuller and Yoshiharu Yamamoto. 2023. Exploring interpretable representations for heart sound abnormality detection. Biomedical Signal Processing and Control 82, 104569. DOI: 10.1016/j.bspc.2023.104569 |
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Neele Kemper, Michael Heider, Dirk Pietruschka and Jörg Hähner. in press. Forecasting of residential unit's heat demands: a comparison of machine learning techniques in a real-world case study. Enery Systems . DOI: 10.1007/s12667-023-00579-y |
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Peter Simmonds, Evelien M. Adriaenssens, F. Murilo Zerbini, Nicola G. A. Abrescia, Pakorn Aiewsakun, Poliane Alfenas-Zerbini, Yiming Bao, Jakub Barylski, Christian Drosten, Siobain Duffy, W. Paul Duprex, Bas E. Dutilh, Santiago F. Elena, Maria Laura García, Sandra Junglen, Aris Katzourakis, Eugene V. Koonin, Mart Krupovic, Jens H. Kuhn, Amy J. Lambert, Elliot J. Lefkowitz, Małgorzata Łobocka, Cédric Lood, Jennifer Mahony, Jan P. Meier-Kolthoff, Arcady R. Mushegian, Hanna M. Oksanen, Minna M. Poranen, Alejandro Reyes-Muñoz, David L. Robertson, Simon Roux, Luisa Rubino, Sead Sabanadzovic, Stuart Siddell, Tim Skern, Donald B. Smith, Matthew B. Sullivan, Nobuhiro Suzuki, Dann Turner, Koenraad Van Doorslaer, Anne-Mieke Vandamme, Arvind Varsani and Nikos Vasilakis. 2023. Four principles to establish a universal virus taxonomy. PLoS Biology 21, 2, e3001922. DOI: 10.1371/journal.pbio.3001922 |
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Zhao Ren, Björn W. Schuller, Björn M. Eskofier, Thanh Tam Nguyen and Wolfgang Nejdl. 2023. Guest editorial trustworthy and collaborative AI for personalised healthcare through edge-of-things. IEEE Journal of Biomedical and Health Informatics 27, 11, 5213-5215. DOI: 10.1109/jbhi.2023.3322052 |
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Cuiping Zhu, Zhonghao Zhao, Yang Tan, Mengkai Sun, Kun Qian, Tao Jiang, Bin Hu, Björn W. Schuller and Yoshiharu Yamamoto. 2023. Less is more: a novel feature extraction method for heart sound classification via fractal transformation. In 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 24-27 July 2023, Sydney, Australia. IEEE, Piscataway, NJ, 1-4 DOI: 10.1109/embc40787.2023.10340710 |
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Christoph Wiest, Flavie Torrecillos, Alek Pogosyan, Manuel Bange, Muthuraman Muthuraman, Sergiu Groppa, Natasha Hulse, Harutomo Hasegawa, Keyoumars Ashkan, Fahd Baig, Francesca Morgante, Erlick A. Pereira, Nicolas Mallet, Peter J. Magill, Peter Brown, Andrew Sharott and Huiling Tan. 2023. The aperiodic exponent of subthalamic field potentials reflects excitation/inhibition balance in Parkinsonism. eLife 12, e82467. DOI: 10.7554/elife.82467 |
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Benjamin Wollmer, Wolfram Wingerath, Sophie Ferrlein, Fabian Panse, Felix Gessert and Norbert Ritter. 2023. The case for cross-entity delta encoding in web compression (Extended). Journal of Web Engineering 22, 1, 131-146. DOI: 10.13052/jwe1540-9589.2217 |
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Tobias Friedrich, Hans Gawendowicz, Pascal Lenzner and Arthur Zahn. 2023. The impact of cooperation in bilateral network creation. In Rotem Oshman, Alexandre Nolin, Magnus Mar Halldorsson, Alkida Balliu (Eds.). PODC '23: proceedings of the 2023 ACM Symposium on Principles of Distributed Computing, Orlando, FL, USA, June 19-23, 2023. ACM, New York, NY, 321-331 DOI: 10.1145/3583668.3594588 |
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Lukas Stappen, Alice Baird, Lea Schumann and Björn Schuller. 2023. The multimodal sentiment analysis in car reviews (MuSe-CaR) dataset: collection, insights and improvements. IEEE Transactions on Affective Computing 14, 2, 1334-1350. DOI: 10.1109/TAFFC.2021.3097002 |
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Lucas Plagwitz, Tobias Vogelsang, Florian Doldi, Lucas Bickmann, Michael Fujarski, Lars Eckardt and Julian Varghese. 2023. The necessity of multiple data sources for ECG-based machine learning models. In Maria Hägglund, Madeleine Blusi, Stefano Bonacina, Lina Nilsson, Inge Cort Madsen, Sylvia Pelayo, Anne Moen, Arriel Benis, Lars Lindsköld and Parisis Gallos (Ed.). Caring is sharing – exploiting the value in data for health and innovation. IOS Press, Amsterdam (Studies in Health Technology and Informatics ; 302), 33-37. DOI: 10.3233/shti230059 |
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Andy Wai Kan Yeung, Ali Torkamani, Atul J. Butte, Benjamin S. Glicksberg, Björn Schuller, Blanca Rodriguez, Daniel S. W. Ting, David Bates, Eva Schaden, Hanchuan Peng, Harald Willschke, Jeroen van der Laak, Josip Car, Kazem Rahimi, Leo Anthony Celi, Maciej Banach, Maria Kletecka-Pulker, Oliver Kimberger, Roland Eils, Sheikh Mohammed Shariful Islam, Stephen T. Wong, Tien Yin Wong, Wei Gao, Søren Brunak and Atanas G. Atanasov. 2023. The promise of digital healthcare technologies. Frontiers in Public Health 11, 1196596. DOI: 10.3389/fpubh.2023.1196596 |
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Hao Ding, Nelly Seusing, Bahman Nasseroleslami, Abdul Rauf Anwar, Sebastian Strauss, Martin Lotze, Matthias Grothe, Sergiu Groppa and Muthuraman Muthuraman. 2023. The role of ipsilateral motor network in upper limb movement. Frontiers in Physiology 14, 1199338. DOI: 10.3389/fphys.2023.1199338 |
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Kun Qian, Bin Hu, Yoshiharu Yamamoto and Björn W. Schuller. 2023. The voice of the body: why AI should listen to it and an archive. Cyborg and Bionic Systems 4, 0005. DOI: 10.34133/cbsystems.0005 |
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Gerhard Schellhorn, Stefan Bodenmüller and Wolfgang Reif. 2023. Thread-local, step-local proof obligations for refinement of state-based concurrent systems. Lecture Notes in Computer Science 14010, 70-87. DOI: 10.1007/978-3-031-33163-3_6 |
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Jauwairia Nasir, Aditi Kothiyal, Haoyu Sheng and Pierre Dillenbourg. 2023. To speak or not to speak, and what to speak, when doing task actions collaboratively. In Mingyu Feng, Tanja Käser, Partha Talukdar (Eds.). Proceedings of the 16th International Conference on Educational Data Mining, 11-14 July 2023, Bengaluru, India. International Educational Data Mining Society, Massachusetts, 194-206 DOI: 10.5281/zenodo.8115689 |
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Srividya Tirunellai Rajamani, Kumar Rajamani, Ashwin Venkateshvaran, Andreas Triantafyllopoulos, Alexander Kathan and Björn W. Schuller. 2023. Toward detecting and addressing corner cases in deep learning based medical image segmentation. IEEE Access 11, 95334-95345. DOI: 10.1109/access.2023.3311134 |
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Johannes Schneider and Frank Breitinger. 2023. Towards AI forensics: did the artificial intelligence system do it?. Journal of Information Security and Applications 76, 103517. DOI: 10.1016/j.jisa.2023.103517 |
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Dominik Mueller, Silvan Mertes, Niklas Schroeter, Fabio Hellmann, Miriam Elia, Bernhard Bauer, Wolfgang Reif, Elisabeth André and Frank Kramer. 2023. Towards automated COVID-19 presence and severity classification. In Maria Hägglund, Madeleine Blusi, Stefano Bonacina, Lina Nilsson, Inge Cort Madsen, Sylvia Pelayo, Anne Moen, Arriel Benis, Lars Lindsköld and Parisis Gallos (Ed.). Caring is sharing – exploiting the value in data for health and innovation. IOS Press, Amsterdam (Studies in Health Technology and Informatics ; 302), 917-921. DOI: 10.3233/shti230309 |
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Pratik Agrawal, Philipp Wiesner and Odej Kao. 2023. Towards benchmarking power-performance characteristics of federated learning clients. In Michael Seufert, Andreas Blenk, Olaf Landsiedel (Eds.). 2nd Workshop on Machine Learning & Netwoking (MaLeNe), co-located with the 5th International Conference on Networked Systems (NetSys 2023), Potsdam, Berlin, September 4, 2023: proceedings. Universität Augsburg, Augsburg |
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Dennis Rall, Bernhard Bauer and Thomas Fraunholz. 2023. Towards democratizing AI: a comparative analysis of AI as a service platforms and the open space for machine learning approach. In ICCBDC 2023: Proceedings of the 2023 7th International Conference on Cloud and Big Data Computing, August 17-19, 2023, Manchester, UK. ACM, New York, NY, 34-39 DOI: 10.1145/3616131.3616136 |
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David Pätzel, Michael Heider and Jörg Hähner. 2023. Towards principled synthetic benchmarks for explainable rule set learning algorithms. In Sara Silva, Luís Paquete (Eds.). GECCO '23 Companion: Proceedings of the Companion Conference on Genetic and Evolutionary Computation, Lisbon, Portugal, July 15-19, 2023. ACM, New York, NY, 1657-1662 DOI: 10.1145/3583133.3596416 |
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Tobias Wittmeir, Michael Heider, André Schweiger, Michaela Krä, Jörg Hähner, Johannes Schilp and Joachim Berlak. 2023. Towards robustness of production planning and control against supply chain disruptions. In David Herberger, Marco Hübner, Volker Stich (Eds.). Proceedings of the Conference on Production Systems and Logistics: CPSL 2023. publish-Ing., Hannover, 65-75 DOI: 10.15488/13425 |
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Fabian Panse, Wolfram Wingerath and Benjamin Wollmer. in press. Towards scalable generation of realistic test data for duplicate detection. preprint. DOI: 10.48550/arXiv.2312.17324 |
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Christian Eymüller, Julian Hanke, Alexander Poeppel and Wolfgang Reif. 2023. Towards self-configuring plug & produce robot systems based on ontologies. In Anthony Tzes, Ramesh K. Agarwal, Xin-She Yang, Farshad Khorrami (Eds.). ICARA 2023: 2023 9th International Conference on Automation, Robotics and Applications, February 10-12, 2023, Abu Dhabi, United Arab Emirates. IEEE, Piscataway, NJ, 23-27 DOI: 10.1109/ICARA56516.2023.10126075 |
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Monica Gonzalez-Machorro, Pascal Hecker, Uwe D. Reichel, Helly N. Hammer, Robert Hoepner, Lisa Pedrotti, Alisha Zmutt, Hesam Sagha, Johan van Beek, Florian Eyben, Dagmar M. Schuller, Björn W. Schuller and Bert Arnrich. 2023. Towards supporting an early diagnosis of multiple sclerosis using vocal features. In Naomi Harte, Julie Carson-Berndsen, Gareth Jones (Eds.). INTERSPEECH 2023, 20-24 August 2023, Dublin, Ireland. ISCA, Baixas, 1518-1522 DOI: 10.21437/interspeech.2023-1759 |
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Doğanalp Ergenç, Nurefşan Sertbaş Bülbül, Lisa Maile, Anna Arestov and Mathias Fischer. 2023. Towards synthesizing datasets for IEEE 802.1 Time-sensitive Networking. In Michael Seufert, Andreas Blenk, Olaf Landsiedel (Eds.). 2nd Workshop on Machine Learning & Netwoking (MaLeNe), co-located with the 5th International Conference on Networked Systems (NetSys 2023), Potsdam, Berlin, September 4, 2023: proceedings. Universität Augsburg, Augsburg |
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Chengdong Yuan, Arwed Schütz, Dennis Hohlfeld and Tamara Bechtold. 2023. Towards system-level simulation of a miniature electromagnetic energy harvester model. Electronics 12, 15, 3252. DOI: 10.3390/electronics12153252 |
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Henning Cui, Andreas Margraf, Michael Heider and Jörg Hähner. 2023. Towards understanding crossover for Cartesian Genetic Programming. In Niki van Stein, Francesco Marcelloni, H. K. Lam, Marie Cottrell, Joaquim Filipe (Eds.). Proceedings of the 15th International Joint Conference on Computational Intelligence - ECTA, November 13-15, 2023, in Rome, Italy. SciTePress, Setúbal, 308-314 DOI: 10.5220/0012231400003595 |
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Lars Buschhorn, Dorett I. Odoni, Johanna Geuder, Timo O. Odinius, Celina V. Wagner, Stefanie Jilg, Ulrike Höckendorf, Adam Wahida, Matthias Schlesner, Andreas Reiter, Mohamad Jawhar and Philipp J. Jost. 2023. Transcriptomic profiling does not refine mastocytosis diagnosis. Haematologica 108, 11, 3125-3130. DOI: 10.3324/haematol.2022.282617 |
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Dieter Weichenhan, Anna Riedel, Charlotte Meinen, Alisa Basic, Reka Toth, Marion Bähr, Pavlo Lutsik, Joschka Hey, Etienne Sollier, Umut H. Toprak, Simge Kelekçi, Yu-Yu Lin, Mariam Hakobyan, Aurore Touzart, Ashish Goyal, Justyna A. Wierzbinska, Matthias Schlesner, Frank Westermann, Daniel B. Lipka and Christoph Plass. 2023. Translocation t(6;7) in AML-M4 cell line GDM-1 results in MNX1 activation through enhancer-hijacking. Leukemia 37, 5, 1147-1150. DOI: 10.1038/s41375-023-01865-5 |
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Enrique Blanco-Carmona, Ashwin Narayanan, Inmaculada Hernandez, Juan C. Nieto, Marc Elosua-Bayes, Xueyuan Sun, Claudia Schmidt, Necmettin Pamir, Koray Özduman, Christel Herold-Mende, Francesca Pagani, Manuela Cominelli, Julian Taranda, Wolfgang Wick, Andreas von Deimling, Pietro Luigi Poliani, Michael Rehli, Matthias Schlesner, Holger Heyn and Şevin Turcan. 2023. Tumor heterogeneity and tumor-microglia interactions in primary and recurrent IDH1-mutant gliomas. Cell Reports Medicine 4, 11, 101249. DOI: 10.1016/j.xcrm.2023.101249 |
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Martin Schörner, Constantin Wanninger, Raphael Katschinsky, Simon Hornung, Christian Eymüller, Alexander Poeppel and Wolfgang Reif. 2023. UAV inspection of large components: determination of alternative inspection points and online route optimization. In 2023 IEEE/ACM 5th International Workshop on Robotics Software Engineering (RoSE), 15 May 2023, Melbourne, Australia. IEEE, Piscataway, NJ, 45-52 DOI: 10.1109/RoSE59155.2023.00012 |
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Shahin Amiriparian, Alexander Meiners, Daniel Rothenpieler, Alexander Kathan, Maurice Gerczuk and Björn W. Schuller. 2023. Universal lesion detection utilising cascading R-CNNs and a novel video pretraining method. In 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 24-27 July 2023, Sydney, Australia. IEEE, Piscataway, NJ, 1-4 DOI: 10.1109/embc40787.2023.10340964 |
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Moritz Einfalt, Katja Ludwig and Rainer Lienhart. 2023. Uplift and upsample: efficient 3D human pose estimation with uplifting transformers. In Tamara Berg, Ryan Farrell, Eric Mortensen (Eds.). IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, HI, USA, 2-7 January 2023. IEEE, Piscataway, NJ, 2902-2912 DOI: 10.1109/WACV56688.2023.00292 |
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K. Bahr-Hamm, A. Abriani, A. R. Anwar, H. Ding, Muthuraman Muthuraman and H. Gouveris. 2023. Using entropy of snoring, respiratory effort and electrocardiography signals during sleep for OSA detection and severity classification. Sleep Medicine 111, 21-27. DOI: 10.1016/j.sleep.2023.09.005 |
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Katja Rogers, Vincent Le Claire, Julian Frommel, Regan Mandryk and Lennart E. Nacke. 2023. Using evolutionary algorithms to target complexity levels in game economies. IEEE Transactions on Games 15, 1, 56-66. DOI: 10.1109/tg.2023.3238163 |
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Benjamin Wollmer, Wolfram Wingerath, Felix Gessert, Florian Bücklers, Hannes Kuhlmann, Erik Witt, Fabian Panse and Norbert Ritter. 2023. Using the client cache for content encoding: shared dictionary compression for the web. In Marco Aiello, Johanna Barzen, Schahram Dustdar, Frank Leymann (Eds.). Service-Oriented Computing: 17th Symposium and Summer School, SummerSOC 2023, Heraklion, Crete, Greece, June 25 – July 1, 2023, revised selected papers. Springer, Cham, 45-55 DOI: 10.1007/978-3-031-45728-9_3 |
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M. Hartmann, M. Schonung, J. Rajak, J. Hey, V. Maurer, L. Hai, S. Staeble, J. Langstein, K. Bauer, M. Hakobyan, L. Jardine, S. Bohler, D. Vonficht, A. H. Maag, D. Lebrecht, K. M. Bernt, R. Roelz, T. Boch, E. Khabirova, P. Lutsik, S. Haas, A. M. Hani, S. Behjati, J.-P. Mallm, C. Buske, M. D. Milsom, S. Frohling, M.-J. Bonder, C. Niemeyer, C. Flotho, C. Plass, M. Erlacher, Matthias Schlesner and D. B. Lipka. 2023. V849 Onco-fetal reprogramming in juvenile myelomonocytic leukemia upregulates surface markers which can be exploited as therapeutic targets [Abstract]. Oncology Research and Treatment 46, Supplement 5, 119. DOI: 10.1159/000533576 |
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Vincent Fleischhauer, Jasmin Adrians and Sebastian Zaunseder. 2023. Validation of skin perfusion monitoring by imaging PPG versus laser speckle imaging. Current Directions in Biomedical Engineering 9, 1, 351-354. DOI: 10.1515/cdbme-2023-1088 |
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Victor Dhédin, Haolong Li, Shahram Khorshidi, Lukas Mack, Adithya Kumar Chinnakkonda Ravi, Avadesh Meduri, Paarth Shah, Felix Grimminger, Ludovic Righetti, Majid Khadiv and Jörg Stückler. 2023. Visual-inertial and leg odometry fusion for dynamic locomotion. In Kaspar Althoefer, Helge Wurdemann, Guang-Zhong Yang, Elena De Momi, Jessica Burgner-Kahrs, Sanja Dogramadzi, Zhidong Wang (Eds.). 2023 IEEE International Conference on Robotics and Automation (ICRA), 29 May - 2 June 2023, London, UK. IEEE, Piscataway, NJ, 9966-9972 DOI: 10.1109/ICRA48891.2023.10160898 |
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Tanmoy Sil, Ibrahem Hanafi, Hazem Eldebakey, Chiara Palmisano, Jens Volkmann, Muthuraman Muthuraman, Martin M. Reich and Robert Peach. 2023. Wavelet-based bracketing, time–frequency beta burst detection: new insights in Parkinson's disease. Neurotherapeutics 20, 6, 1767-1778. DOI: 10.1007/s13311-023-01447-4 |
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Henning Cui, David Pätzel, Andreas Margraf and Jörg Hähner. 2023. Weighted mutation of connections to mitigate search space limitations in Cartesian Genetic Programming. In FOGA '23: Proceedings of the 17th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, 30 August - 1 September 2023, Potsdam, Germany. Association for Computing Machinery, New York, NY, 50-60 DOI: 10.1145/3594805.3607130 |
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Mostafa M. Amin, Erik Cambria and Björn W. Schuller. 2023. Will affective computing emerge from foundation models and general artificial intelligence? A first evaluation of ChatGPT. IEEE Intelligent Systems 38, 2, 15-23. DOI: 10.1109/mis.2023.3254179 |
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Ruben Schlagowski, Dariia Nazarenko, Yekta Said Can, Kunal Gupta, Silvan Mertes, Mark Billinghurst and Elisabeth André. 2023. Wish you were here: mental and physiological effects of remote music collaboration in mixed reality. In Albrecht Schmidt, Kaisa Väänänen, Tesh Goyal, Per Ola Kristensson, Anicia Peters, Stefanie Mueller, Julie R. Williamson, Max L. Wilson (Eds.). Chi '23: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, Hamburg, Germany, April 23 - 28, 2023. ACM, New York, NY, 102 DOI: 10.1145/3544548.3581162 |
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Maurice Gerczuk, Andreas Triantafyllopoulos, Shahin Amiriparian, Alexander Kathan, Jonathan Bauer, Matthias Berking and Björn W. Schuller. 2023. Zero-shot personalization of speech foundation models for depressed mood monitoring. Patterns 4, 11, 100873. DOI: 10.1016/j.patter.2023.100873 |
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Nina Ditsch, Melitta B. Köpke, R. Haidinger, R. Würstlein, B. Welter, S. Seitz, E. Schumacher-Wulff, U. S. Albert, T. Baumgartner, C. Aulmann, Alkomiet Hasan, Christian Dannecker, S. Corradini, J. Ettl, N. Harbeck, Ludwig Christian Hinske, M. Kiechle, Miriam Kunz, O. Koelbl, O. Ortmann, Stefan Schiele, Verena Schmid, M. Weiss, A. Wöckel, P. Fasching and M. W. Beckmann. 2023. Ärztliches "Sich Zeit nehmen" befürwortet – erste Ergebnisse der WAVES-Studie im Rahmen der Diagnosemitteilung Brustkrebs [Abstract]. Geburtshilfe und Frauenheilkunde 83, 6, 758-759. DOI: 10.1055/s-0043-1768873 |
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Alexander Heimerl, Silvan Mertes, Tanja Schneeberger, Tobias Baur, Ailin Liu, Linda Becker, Nicolas Rohleder, Patrick Gebhard and Elisabeth André. in press. "GAN I hire you?" - A system for personalized virtual job interview training. preprint. DOI: 10.48550/arXiv.2206.03869 |
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Fabiana Lueoend, Youngchul Song, Beverly Nguyen, Xiaoyan Li, Andreas Raue, Jennifer Brogdon, Glenn Dranoff, Matthew Niederst and Louise Treanor. 2022. 260 Investigating cancer cell autonomous CAR T cell therapy resistance in DLBCL in vitro [Abstract]. Journal for ImmunoTherapy of Cancer 10, Suppl. 2, A275. DOI: 10.1136/jitc-2022-sitc2022.0260 |
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A. Spira, R. Mehra, C. Mantia, H. Babiker, M. Borad, A. Cervantes, E. Garralda, A. Mahipal, L. Paz-Ares, C. Hatzis, A. Liu, Andreas Raue, J. Gan, F. Adrian, L. Manenti and A. B. El-Khoueiry. 2022. 783TiP Phase I study of HFB301001, a novel OX40 agonist monoclonal antibody, in patients with solid tumors selected via Drug Intelligence Science (DIS) [Abstract]. Annals of Oncology 33, Suppl. 7, S899. DOI: 10.1016/j.annonc.2022.07.909 |
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Vincent Cohen-Addad, Tobias Mömke and Victor Verdugo. 2022. A 2-approximation for the bounded treewidth sparsest cut problem in FPT time. Lecture Notes in Computer Science 13265, 112-125. DOI: 10.1007/978-3-031-06901-7_9 |
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Waldo Gálvez, Arindam Khan, Mathieu Mari, Tobias Mömke, Madhusudhan Reddy Pittu and Andreas Wiese. 2022. A 3-approximation algorithm for maximum independent set of rectangles. In Joseph (Seffi) Naor, Niv Buchbinder (Eds.). Proceedings of the 2022 Annual ACM-SIAM Symposium on Discrete Algorithms (SODA), January 9–12, 2022, Alexandria, VA, USA. Society for Industrial & Applied Mathematics (SIAM), Philadelphia, PA, 894-905 DOI: 10.1137/1.9781611977073.38 |
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Kristóf Bérczi, Matthias Mnich and Roland Vincze. 2022. A 3/2-approximation for the metric Many-Visits Path TSP. SIAM Journal on Discrete Mathematics 36, 4, 2995-3030. DOI: 10.1137/22m1483414 |
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Fabrizio Grandoni, Tobias Mömke and Andreas Wiese. 2022. A PTAS for unsplittable flow on a path. In Stefano Leonardi, Anupam Gupta (Eds.). Proceedings of the 54th Annual ACM SIGACT Symposium on Theory of Computing, June 20-24, 2022, Rome, Italy. ACM, New York, NY, 289-302 DOI: 10.1145/3519935.3519959 |
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Richard Nordsieck, Michael Heider, Anton Hummel and Jörg Hähner. 2022. A closer look at sum-based embeddings for knowledge graphs containing procedural knowledge. In Mehwish Alam, Davide Buscaldi, Michael Cochez, Francesco Osborne, Diego Reforgiato Recupero (Eds.). DL4KG 2022 - Deep Learning for Knowledge Graphs 2022: Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG 2022) co-located with the 21th International Semantic Web Conference (ISWC 2022), virtual conference, online, October 24, 2022. CEUR-WS, Aachen, 7 |
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Markus Endres and Macedo Maia. 2022. A comparative study using different question context information on pairwise learning-to-rank CQA transformer models in the home improvement domain. Journal of Data Intelligence 3, 1, 131-148. DOI: 10.26421/JDI3.1-3 |
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Benny Akesson, Mitra Nasri, Geoffrey Nelissen, Sebastian Altmeyer and Robert I. Davis. 2022. A comprehensive survey of industry practice in real-time systems. Real-Time Systems 58, 3, 358-398. DOI: 10.1007/s11241-021-09376-1 |
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Tobias Kessler, Ling Hai, Dirk C. Hoffmann, Henriette Mandelbaum, Ruifan Xie, Jakob Ito, Erik Jung, Sophie Weil, Philipp Sievers, Varun Venkataramani, Daniel Dominguez Azorin, Kathi Ernst, Denise Reibold, Rainer Will, Mario L. Suva, Christel Herold-Mende, Felix Sahm, Frank Winkler, Matthias Schlesner and Wolfgang Wick. 2022. A connectivity signature for glioblastoma [Abstract]. Brain Tumor Research and Treatment 2022, Supplement 1, S81. DOI: 10.14791/btrt.2022.10.f-1285 |
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Iulia Lefter, Alice Baird, Lukas Stappen and Björn W. Schuller. 2022. A cross-corpus speech-based analysis of escalating negative interactions. Frontiers in Computer Science 4, 749804. DOI: 10.3389/fcomp.2022.749804 |
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Wanyong Qiu, Kun Qian, Zhihua Wang, Yi Chang, Zhihao Bao, Bin Hu, Bjorn W. Schuller and Yoshiharu Yamamoto. 2022. A federated learning paradigm for heart sound classification. In Christopher James, James Patton, Ron Summers (Eds.). 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 11-15 July 2022, Glasgow, Scotland, United Kingdom. IEEE, Los Alamitos, CA, 1045-1048 DOI: 10.1109/embc48229.2022.9871319 |
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Frank Breitinger, Xiaolu Zhang and Darren Quick. 2022. A forensic analysis of rclone and rclone's prospects for digital forensic investigations of cloud storage. Forensic Science International: Digital Investigation 43, Supplement, 301443. DOI: 10.1016/j.fsidi.2022.301443 |
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Lukas Rosenbauer, Anthony Stein and Jörg Hähner. 2022. A germinal center artificial immune system for black box test selection. SN Computer Science 4, 1, 55. DOI: 10.1007/s42979-022-01474-6 |
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Lukas Rosenbauer, David Pätzel, Anthony Stein and Jörg Hähner. 2022. A learning classifier system for automated test case prioritization and selection. SN Computer Science 3, 5, 373. DOI: 10.1007/s42979-022-01255-1 |
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Jiangjian Xie, Yujie Zhong, Tong Xiao, Zheng Wang, Junguo Zhang, Tuowai Wang and Björn W. Schuller. 2022. A multi-information fusion model for short term load forecasting of an architectural complex considering spatio-temporal characteristics. Energy and Buildings 277, 112566. DOI: 10.1016/j.enbuild.2022.112566 |
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Thejan Rajapakshe, Rajib Rana, Sara Khalifa, Jiajun Liu and Björn W. Schuller. 2022. A novel policy for pre-trained deep reinforcement learning for speech emotion recognition. In David Abramson, Minh Ngoc Dinh (Eds.). ACSW '22: Proceedings of the 2022 Australasian Computer Science Week, Brisbane, Australia, February 14 - 18, 2022. Association for Computing Machinery (ACM), New York, NY, 96-105 DOI: 10.1145/3511616.3513104 |
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S. Malatantis-Ewert, K. Bahr, H. Ding, K. Ludwig, N. Koirala, T. Huppertz, H. Gouveris and Muthuraman Muthuraman. 2022. A novel quantitative arousal-associated EEG-metric to predict severity of respiratory distress in obstructive sleep apnea patients. Frontiers in Physiology 13, 885270. DOI: 10.3389/fphys.2022.885270 |
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Felix Gräßer, Falko Tesch, Jochen Schmitt, Susanne Abraham, Hagen Malberg and Sebastian Zaunseder. 2022. A pharmaceutical therapy recommender system enabling shared decision-making. User Modeling and User-Adapted Interaction 32, 5, 1019-1062. DOI: 10.1007/s11257-021-09298-4 |
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Abhinav Anand, Philipp Schleich, Sumner Alperin-Lea, Phillip W. K. Jensen, Sukin Sim, Manuel Díaz-Tinoco, Jakob S. Kottmann, Matthias Degroote, Artur F. Izmaylov and Alán Aspuru-Guzik. 2022. A quantum computing view on unitary coupled cluster theory. Chemical Society Reviews 51, 5, 1659-1684. DOI: 10.1039/d1cs00932j |
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Carola Lenzen, Alexander Schiendorfer and Wolfgang Reif. 2022. A recommendation system for CAD assembly modeling based on graph neural networks. In ECML/PKDD 2022: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Grenoble, France, 19-23 September 2022. , 1-17 |
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Mikael Beyene, Philipp A. Toussaint, Scott Thiebes, Matthias Schlesner, Benedikt Brors and Ali Sunyaev. 2022. A scoping review of distributed ledger technology in genomics: thematic analysis and directions for future research. Journal of the American Medical Informatics Association 29, 8, 1433-1444. DOI: 10.1093/jamia/ocac077 |
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Harry Coppock, Alican Akman, Christian Bergler, Maurice Gerczuk, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Jing Han, Shahin Amiriparian, Alice Baird, Lukas Stappen, Sandra Ottl, Panagiotis Tzirakis, Anton Batliner, Cecilia Mascolo and Björn W. Schuller. 2022. A summary of the ComParE COVID-19 challenges. preprint. DOI: 10.48550/arXiv.2202.08981 |
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Josef Schmid, Alfred Höss and Björn W. Schuller. 2022. A survey on client throughput prediction algorithms in wired and wireless networks. ACM Computing Surveys 54, 9, 194. DOI: 10.1145/3477204 |
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Xin Jing, Shuo Liu, Emilia Parada-Cabaleiro, Andreas Triantafyllopoulos, Meishu Song, Zijiang Yang and Bjorn W. Schuller. 2022. A temporal-oriented broadcast ResNet for COVID-19 detection. In 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), 27-30 September 2022, Ioannina, Greece. IEEE, Los Alamitos, CA, 1-5 DOI: 10.1109/bhi56158.2022.9926930 |
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Nikolas Wehner, Monisha Amir, Michael Seufert, Raimund Schatz and Tobias Hoßfeld. 2022. A vital improvement? Relating Google's core web vitals to actual web QoE. In Jan-Niklas Voigt-Antons, Oliver Hohlfeld, Florian Metzger, Raimund Schatz (Eds.). 2022 14th International Conference on Quality of Multimedia Experience (QoMEX), 5-7 September 2022, Lippstadt, Germany. IEEE, Piscataway, NJ, 1-6 DOI: 10.1109/qomex55416.2022.9900881 |
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Gauri Deshpande, Anton Batliner and Björn W. Schuller. 2022. AI-based human audio processing for COVID-19: a comprehensive overview. Pattern Recognition 122, 108289. DOI: 10.1016/j.patcog.2021.108289 |
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2022. ATAED 2022: Algorithms & Theories for the Analysis of Event Data 2022 - Proceedings of the Workshop on Algorithms & Theories for the Analysis of Event Data co-located with the 43rd International Conference on Application and Theory of Petri Nets and Concurrency (Petri Nets 2022), Bergen, Norway, June 19-24, 2022. In Robert Lorenz, Jan Martijn van der Werf, Sebastiaan J. van Zelst (Eds.). CEUR-WS, Aachen |
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Rui Liu, Berrak Sisman, Björn Schuller, Guanglai Gao and Haizhou Li. 2022. Accurate emotion strength assessment for seen and unseen speech based on data-driven deep learning. In Hanseok Ko, John H. L. Hansen (Eds.). Interspeech 2022, Incheon, Korea, 18-22 September 2022. ISCA, Baixas, 5493-5497 DOI: 10.21437/interspeech.2022-534 |
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Florian Auer, Zhibek Abdykalykova, Dominik Müller and Frank Kramer. 2022. Adaptation of HL7 FHIR for the exchange of patients' gene expression profiles. In John Mantas, Parisis Gallos, Emmanouil Zoulias, Arie Hasman, Mowafa S. Househ, Mowafa S. Househ, Marianna Diomidous, Joseph Liaskos and Martha Charalampidou (Ed.). Advances in informatics, management and technology in healthcare. IOS Press, Amsterdam (Studies in Health Technology and Informatics ; 295), 332-335. DOI: 10.3233/shti220730 |
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Kathrin Janowski, Hannes Ritschel and Elisabeth André. 2022. Adaptive artificial personalities. In Birgit Lugrin, Catherine Pelachaud and David Traum (Ed.). The handbook on socially interactive agents: 20 years of research on embodied conversational agents, intelligent virtual agents, and social robotics, volume 2: interactivity, platforms, application. Association for Computing Machinery (ACM), New York, NY, 155-194. DOI: 10.1145/3563659.3563666 |
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Tomás Arias-Vergara, Anton Batliner, Tobias Rader, Daniel Polterauer, Catalina Högerle, Joachim Müller, Juan-Rafael Orozco-Arroyave, Elmar Nöth and Maria Schuster. 2022. Adult cochlear implant users versus typical hearing persons: an automatic analysis of acoustic–prosodic pparameters. Journal of Speech, Language, and Hearing Research 65, 12, 4623-4636. DOI: 10.1044/2022_jslhr-21-00116 |
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Sicheng Zhao, Xingxu Yao, Jufeng Yang, Guoli Jia, Guiguang Ding, Tat-Seng Chua, Björn W. Schuller and Kurt Keutzer. 2022. Affective image content analysis: two decades review and new perspectives. IEEE Transactions on Pattern Analysis and Machine Intelligence 44, 10, 6729-6751. DOI: 10.1109/tpami.2021.3094362 |
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Heiko Endle, Guilherme Horta, Bernardo Stutz, Muthuraman Muthuraman, Irmgard Tegeder, Yannick Schreiber, Isabel Faria Snodgrass, Robert Gurke, Zhong-Wu Liu, Matija Sestan-Pesa, Konstantin Radyushkin, Nora Streu, Wei Fan, Jan Baumgart, Yan Li, Florian Kloss, Sergiu Groppa, Nils Opel, Udo Dannlowski, Hans J. Grabe, Frauke Zipp, Bence Rácz, Tamas L. Horvath, Robert Nitsch and Johannes Vogt. 2022. AgRP neurons control feeding behaviour at cortical synapses via peripherally derived lysophospholipids. Nature Metabolism 4, 6, 683-692. DOI: 10.1038/s42255-022-00589-7 |
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Dumitru Ciolac, Gabriel Gonzalez‐Escamilla, Yaroslav Winter, Nico Melzer, Felix Luessi, Angela Radetz, Vinzenz Fleischer, Stanislav A. Groppa, Michael Kirsch, Stefan Bittner, Frauke Zipp, Muthuraman Muthuraman, Sven G. Meuth, Matthias Grothe and Sergiu Groppa. 2022. Altered grey matter integrity and network vulnerability relate to epilepsy occurrence in patients with multiple sclerosis. European Journal of Neurology 29, 8, 2309-2320. DOI: 10.1111/ene.15405 |
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Silvan Mertes, Christina Karle, Tobias Huber, Katharina Weitz, Ruben Schlagowski and Elisabeth André. in press. Alterfactual explanations: the relevance of irrelevance for explaining AI systems. preprint. DOI: 10.48550/arXiv.2207.09374 |
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Haralampos Gouveris, Nabin Koirala, AbdulRauf Anwar, Hao Ding, Katharina Ludwig, Katharina Bahr, Tilman Huppertz, Christoph Matthias, Sergiu Groppa and Muthuraman Muthuraman. 2022. An AI-supported diagnostic tool for obstructive sleep apnea patients based on delta-alpha connectivity at the sensorimotor cortex [Abstract]. Laryngo-Rhino-Otologie 101, S02, S243-S244. DOI: 10.1055/s-0042-1747042 |
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Dominik Müller, Inaki Soto-Rey and Frank Kramer. 2022. An analysis on ensemble learning optimized medical image classification with deep convolutional neural networks. IEEE Access 10, 66467-66480. DOI: 10.1109/access.2022.3182399 |
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Lukas Stappen, Alice Baird, Michelle Lienhart, Annalena Bätz and Björn W. Schuller. 2022. An estimation of online video user engagement from features of time- and value-continuous, dimensional emotions. Frontiers in Computer Science 4, 773154. DOI: 10.3389/fcomp.2022.773154 |
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Emilia Parada-Cabaleiro, Anton Batliner and Markus Schedl. 2022. An exploratory study on the acoustic musical properties to decrease self-perceived anxiety. International Journal of Environmental Research and Public Health 19, 2, 994. DOI: 10.3390/ijerph19020994 |
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Florian Metzger, Stefan Geißler, Alexej Grigorjew, Frank Loh, Christian Moldovan, Michael Seufert and Tobias Hoßfeld. 2022. An introduction to online video game QoS and QoE influencing factors. IEEE Communications Surveys & Tutorials 24, 3, 1894-1925. DOI: 10.1109/comst.2022.3177251 |
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Zijiang Yang, Xin Jing, Andreas Triantafyllopoulos, Meishu Song, Ilhan Aslan and Björn W. Schuller. 2022. An overview & analysis of sequence-to-sequence emotional voice conversion. In Hanseok Ko, John H. L. Hansen (Eds.). Interspeech 2022, Incheon, Korea, 18-22 September 2022. ISCA, Baixas, 4915-4919 DOI: 10.21437/interspeech.2022-10636 |
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Michael Heider, David Pätzel and Alexander R. M. Wagner. 2022. An overview of LCS research from 2021 to 2022. Proceedings of the Genetic and Evolutionary Computation Conference Companion 2086-2094. DOI: 10.1145/3520304.3533985 |
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Niaz Chalabianloo, Yekta Said Can, Muhammad Umair, Corina Sas and Cem Ersoy. 2022. Application level performance evaluation of wearable devices for stress classification with explainable AI. Pervasive and Mobile Computing 87, 101703. DOI: 10.1016/j.pmcj.2022.101703 |
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Maximilian Gruber, Wenzel Baron Pilar von Pilchau, Varun Gowtham, Nikolaos-Stefanos Koutrakis, Nicolas Schonborn, Sascha Eichstadt, Jörg Hähner, Marius-Iulian Corici, Thomas Magedanz, Julian Polte and Eckart Uhlmann. 2022. Application of uncertainty-aware sensor fusion in physical sensor networks. In Branislav Djokic, Shervin Shirmohammadi, Miodrag Bolic, Hilmi Dajani (Eds.). 2022 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), Ottawa, ON, Canada, 16-19 May 2022. IEEE, Piscataway, NJ, 1-6 DOI: 10.1109/i2mtc48687.2022.9806580 |
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Michael Heider, Helena Stegherr, David Pätzel, Roman Sraj, Jonathan Wurth, Benedikt Volger and Jörg Hähner. 2022. Approaches for rule discovery in a learning classifier system. In Thomas Bäck, Bas van Stein, Christian Wagner, Jonathan Garibaldi, H. K. Lam, Marie Cottrell, Faiyaz Doctor, Joaquim Filipe, Kevin Warwick, Janusz Kacprzyk (Eds.). Proceedings of the 14th International Joint Conference on Computational Intelligence, October 24-26, 2022, in Valletta, Malta. SciTePress, Setúbal, 39-49 DOI: 10.5220/0011542000003332 |
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Bernhard Möller. 2022. Approximating least fixpoints. Reports / Technische Berichte der Fakultät für Angewandte Informatik der Universität Augsburg 2022-02. Institut für Informatik, Universität Augsburg, Augsburg. |
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Petra Berenbrink, Martin Hoefer, Dominik Kaaser, Pascal Lenzner, Malin Rau and Daniel Schmand. 2022. Asynchronous opinion dynamics in social networks. In Catherine Pelachaud, Matthew E. Taylor, Piotr Faliszewski, Viviana Mascardi (Eds.). AAMAS'22: proceedings of the 21st International Conference on Autonomous Agents and Multi-Agent Systems, May 9 - 13, 2022, New Zealand, virtual event. International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC, 109-117 |
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Shuo Liu, Adria Mallol-Ragolta, Emilia Parada-Cabaleiro, Kun Qian, Xin Jing, Alexander Kathan, Bin Hu and Björn W. Schuller. 2022. Audio self-supervised learning: a survey. Patterns 3, 12, 100616. DOI: 10.1016/j.patter.2022.100616 |
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Pierre G. Aublin, Jacques Felblinger and Julien Oster. 2022. Automated detection of ventricular heartbeats from Electrocardiogram (ECG) acquired during Magnetic Resonance Imaging (MRI). In Christine Pickett, Cristiana Corsi, Rob MacLeod (Eds.). Computing in Cardiology 2022, 4-7 September 2022, Tampere, Finland. IEEE, Los Alamitos, CA, 1-4 DOI: 10.22489/CinC.2022.192 |
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Agnieszka Landowska, Aleksandra Karpus, Teresa Zawadzka, Ben Robins, Duygun Erol Barkana, Hatice Kose, Tatjana Zorcec and Nicholas Cummins. 2022. Automatic emotion recognition in children with autism: a systematic literature review. Sensors 22, 4, 1649. DOI: 10.3390/s22041649 |
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Florian B. Pokorny, Maximilian Schmitt, Mathias Egger, Katrin D. Bartl-Pokorny, Dajie Zhang, Björn W. Schuller and Peter B. Marschik. 2022. Automatic vocalisation-based detection of fragile X syndrome and Rett syndrome. Scientific Reports 12, 1, 13345. DOI: 10.1038/s41598-022-17203-1 |
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David Hausmann, Dirk C. Hoffmann, Varun Venkataramani, Erik Jung, Sandra Horschitz, Svenja K. Tetzlaff, Ammar Jabali, Ling Hai, Tobias Kessler, Daniel D. Azoŕin, Sophie Weil, Alexandros Kourtesakis, Philipp Sievers, Antje Habel, Michael O. Breckwoldt, Matthia A. Karreman, Miriam Ratliff, Julia M. Messmer, Yvonne Yang, Ekin Reyhan, Susann Wendler, Cathrin Löb, Chanté Mayer, Katherine Figarella, Matthias Osswald, Gergely Solecki, Felix Sahm, Olga Garaschuk, Thomas Kuner, Philipp Koch, Matthias Schlesner, Wolfgang Wick and Frank Winkler. 2022. Autonomous rhythmic activity in glioma networks drives brain tumour growth. Nature 613, 7942, 179-186. DOI: 10.1038/s41586-022-05520-4 |
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Wolfram Wingerath, Benjamin Wollmer, Markus Bestehorn, Stephan Succo, Sophie Ferrlein, Florian Bücklers, Jörn Domnik, Fabian Panse, Erik Witt, Anil Sener, Felix Gessert and Norbert Ritter. 2022. Beaconnect: continuous web performance A/B testing at scale. Proceedings of the VLDB Endowment, August 2022 15, 12, 3425-3431. DOI: 10.14778/3554821.3554833 |
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Vincent Fleischhauer, Aarne Feldheiser and Sebastian Zaunseder. 2022. Beat-to-beat blood pressure estimation by photoplethysmography and its interpretation. Sensors 22, 18, 7037. DOI: 10.3390/s22187037 |
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Tobias Huber, Benedikt Limmer and Elisabeth André. 2022. Benchmarking perturbation-based saliency maps for explaining Atari agents. Frontiers in Artificial Intelligence 5, 903875. DOI: 10.3389/frai.2022.903875 |
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Geoffrey Z. Iwata, Yinan Hu, Arne Wickenbrock, Tilmann Sander, Muthuraman Muthuraman, Venkata Chaitanya Chirumamilla, Sergiu Groppa, Qishan Liu and Dmitry Budker. 2022. Biomagnetic signals recorded during transcranial magnetic stimulation (TMS)-evoked peripheral muscular activity. Biomedical Engineering / Biomedizinische Technik 67, 5, 333-344. DOI: 10.1515/bmt-2021-0019 |
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Mathew C. Francis, Atrayee Majumder and Rogers Mathew. 2022. Bounding threshold dimension: realizing graphic Boolean functions as the AND of majority gates. Lecture Notes in Computer Science 13453, 244-256. DOI: 10.1007/978-3-031-15914-5_18 |
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Dominik Fuchs, Ann-Kathrin Waibel, Maximilian Karthan, Nadine Seifert, Michael Örtl, Sabrina Bethge, Gina Fischer, Luca Waschbüsch, Steffen Netzband, Frank Kramer, Andreas Mahler, Alexandra Teynor, Dominik Merli, Elisabeth Veronica Mess, Jennifer Öttinger, Stefanie Schmid, Amelie Scheu, Walter Swoboda and Petra Friedrich. 2022. CARE REGIO – digital transformation and technology in nursing care. In John Mantas, Arie Hasman, Mowafa S. Househ, Parisis Gallos, Emmanouil Zoulias and Joseph Liaskos (Ed.). Informatics and Technology in Clinical Care and Public Health. IOS Press (Studies in Health Technology and Informatics ; 289), 286-289. DOI: 10.3233/shti210915 |
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Zishen Li, Yi Chang and Björn W. Schuller. 2022. CNN-based heart sound classification with an imbalance-compensating weighted loss function. In Christopher James, James Patton, Ron Summers (Eds.). 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 11-15 July 2022, Glasgow, Scotland, UK. IEEE, Piscataway, NJ, 4934-4937 DOI: 10.1109/embc48229.2022.9871904 |
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Adria Mallol-Ragolta, Shuo Liu and Björn Schuller. 2022. COVID-19 detection exploiting self-supervised learning representations of respiratory sounds. In Dimitris I. Fotiadis, Constantinos S. Pattichis, May D. Wang (Eds.). 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), 27-30 September 2022, Ioannina, Greece. IEEE, Piscataway, NJ, 1-4 DOI: 10.1109/bhi56158.2022.9926967 |
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Shuo Liu, Adria Mallol-Ragolta, Tianhao Yan, Kun Qian, Emilia Parada-Cabaleiro, Bin Hu and Björn W. Schuller. 2022. Capturing time dynamics from speech using neural networks for surgical mask detection. IEEE Journal of Biomedical and Health Informatics 26, 8, 4291-4302. DOI: 10.1109/jbhi.2022.3173128 |
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Johanna Lochner and Bjorn W. Schuller. 2022. Child and youth affective computing - challenge accepted. IEEE Intelligent Systems 37, 6, 69-76. DOI: 10.1109/mis.2022.3209047 |
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Helena Stegherr, Michael Heider and Jörg Hähner. 2022. Classifying metaheuristics: towards a unified multi-level classification system. Natural Computing 21, 155-171. DOI: 10.1007/s11047-020-09824-0 |
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Andrea Kelemen, László Halász, Muthuraman Muthuraman, Loránd Erőss, Péter Barsi, Dénes Zádori, Bence Laczó, Dávid Kis, Péter Klivényi, Gábor Fekete, László Bognár, Dániel Bereczki and Gertrúd Tamás. 2022. Clinical parameters predict the effect of bilateral subthalamic stimulation on dynamic balance parameters during gait in Parkinson's disease. Frontiers in Neurology 13, 917187. DOI: 10.3389/fneur.2022.917187 |
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Katrin Pape, Leoni Rolfes, Falk Steffen, Muthuraman Muthuraman, Melanie Korsen, Sven G. Meuth, Frauke Zipp and Stefan Bittner. 2022. Comparative effectiveness of natalizumab versus ocrelizumab in multiple sclerosis: a real-world propensity score–matched study. Therapeutic Advances in Neurological Disorders 15, 1-15. DOI: 10.1177/17562864221142924 |
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Meryem Regouid, Mohamed Touahria, Mohamed Benouis, Lotfi Mostefai and Imane Lamiche. 2022. Comparative study of 1D-local descriptors for ear biometric system. Multimedia Tools and Applications 81, 20, 29477-29503. DOI: 10.1007/s11042-022-12700-x |
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Jonathan Wurth, Michael Heider, Helena Stegherr, Roman Sraj and Jörg Hähner. 2022. Comparing different metaheuristics for model selection in a supervised learning classifier system. Proceedings of the Genetic and Evolutionary Computation Conference Companion 316-319. DOI: 10.1145/3520304.3529015 |
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Nicolas Wagner, Matthias Kraus, Tibor Tonn and Wolfgang Minker. 2022. Comparing moderation strategies in group chats with multi-user chatbots. In Martin Halvey, Mary Ellen Foster, Jeff Dalton, Cosmin Munteanu, Johanne Trippas (Eds.). CUI '22: proceedings of the 4th International Conference on Conversational User Interfaces, July 26-28, 2022, Glasgow, United Kingdom. ACM, New York, NY, 35 DOI: 10.1145/3543829.3544527 |
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Katharina Dietz, Michael Seufert and Tobias Hoßfeld. 2022. Comparing traditional and GAN-based approaches for the synthesis of Wide Area Network topologies. In Marinos Charalambides, Panagiotis Papadimitriou, Walter Cerroni, Salil Kanhere, Lefteris Mamatas (Eds.). 2022 18th International Conference on Network and Service Management (CNSM), 31 October - 4 November 2022, Thessaloniki, Greece. IEEE, Piscataway, NJ, 64-72 DOI: 10.23919/cnsm55787.2022.9964866 |
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Nicola Giesen, Nagarajan Paramasivam, Umut H. Toprak, Daniel Huebschmann, Jing Xu, Sebastian Uhrig, Mehmet Samur, Stella Bähr, Martina Fröhlich, Sadaf S. Mughal, Elias K. Mai, Anna Jauch, Carsten Müller-Tidow, Benedikt Brors, Nikhil Munshi, Hartmut Goldschmidt, Niels Weinhold, Matthias Schlesner and Marc S. Raab. 2022. Comprehensive genomic analysis of refractory multiple myeloma reveals a complex mutational landscape associated with drug resistance and novel therapeutic vulnerabilities. Haematologica 107, 8, 1891-1901. DOI: 10.3324/haematol.2021.279360 |
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Sicheng Zhao, Quanwei Huang, Youbao Tang, Xingxu Yao, Jufeng Yang, Guiguang Ding and Björn W. Schuller. 2022. Computational emotion analysis from images: recent advances and future directions. In Bogdan Ionescu, Wilma A. Bainbridge and Naila Murray (Ed.). Human perception of visual information: psychological and computational perspectives. Springer, Cham, 85-113. DOI: 10.1007/978-3-030-81465-6_4 |
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Stephan Brehm, Florian Barthel and Rainer Lienhart. 2022. Controlling 3D objects in 2D image synthesis. SN Computer Science 4, 1, 48. DOI: 10.1007/s42979-022-01462-w |
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Tianhao Yan, Hao Meng, Shuo Liu, Emilia Parada-Cabaleiro, Zhao Ren and Bjorn W. Schuller. 2022. Convoluational transformer with adaptive position embedding for Covid-19 detection from cough sounds. In Haizhou Li, Sadaoki Furui, Kenneth Lam, Berrak Sisman, Yan Sun (Eds.). ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 23-27 May 2022, Singapore, Singapore. IEEE, Piscataway, NJ, 9092-9096 DOI: 10.1109/icassp43922.2022.9747513 |
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Anne Wullenweber, Alican Akman and Björn W. Schuller. 2022. CoughLIME: sonified explanations for the predictions of COVID-19 cough classifiers. In Christopher James, James Patton, Ron Summers (Eds.). 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 11-15 July 2022, Glasgow, Scotland, UK. IEEE, Piscataway, NJ, 1342-1345 DOI: 10.1109/embc48229.2022.9871291 |
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Yi Chang, Xin Jing, Zhao Ren and Björn W. Schuller. 2022. CovNet: a transfer learning framework for automatic COVID-19 detection from crowd-sourced cough sounds. Frontiers in Digital Health 3, 799067. DOI: 10.3389/fdgth.2021.799067 |
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Mariia Anapolska, Christina Büsing, Tabea Krabs and Tobias Mömke. 2022. Coworking scheduling with network flows. In Christina Büsing, Arie M.C.A. Koster (Eds.). Proceedings of the 10th International Network Optimization Conference (INOC), June 7–10, 2022, Aachen, Germany. University of Konstanz, Konstanz, 11-16 DOI: 10.48786/inoc.2022.03 |
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Jiaming Cheng, Ruiyu Liang, Yue Xie, Li Zhao, Björn Schuller, Jie Jia and Yiyuan Peng. 2022. Cross-layer similarity knowledge distillation for speech enhancement. In Hanseok Ko, John H. L. Hansen (Eds.). Interspeech 2022, Incheon, Korea, 18-22 September 2022. ISCA, Baixas, 926-930 DOI: 10.21437/interspeech.2022-429 |
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Melinda Czeh, Sina Stäble, Stephen Krämer, Lena Tepe, Sweta Talyan, Joana Carrelha, Yiran Meng, Barbara Heitplatz, Marius Schwabenland, Michael D. Milsom, Christoph Plass, Marco Prinz, Matthias Schlesner, Miguel A. Andrade-Navarro, Claus Nerlov, Sten Eirik W. Jacobsen, Daniel B. Lipka and Frank Rosenbauer. 2022. DNMT1 deficiency impacts on plasmacytoid dendritic cells in homeostasis and autoimmune disease. The Journal of Immunology 208, 2, 358-370. DOI: 10.4049/jimmunol.2100624 |
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Dominika Woszczyk, Anna Hedlikova, Alican Akman, Soteris Demetriou and Björn Schuller. 2022. Data augmentation for dementia detection in spoken language. In Hanseok Ko, John H. L. Hansen (Eds.). Interspeech 2022, Incheon, Korea, 18-22 September 2022. ISCA, Baixas, 2858-2862 DOI: 10.21437/interspeech.2022-10210 |
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Florian Auer, Simone Mayer and Frank Kramer. 2022. Data-dependent visualization of biological networks in the web-browser with NDExEdit. PLoS Computational Biology 18, 6, 1010205. DOI: 10.1371/journal.pcbi.1010205 |
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Gabriel Gonzalez-Escamilla, Nabin Koirala, Manuel Bange, Martin Glaser, Bogdan Pintea, Christian Dresel, Günther Deuschl, Muthuraman Muthuraman and Sergiu Groppa. 2022. Deciphering the network effects of deep brain stimulation in Parkinson's disease. Neurology and Therapy 11, 1, 265-282. DOI: 10.1007/s40120-021-00318-4 |
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Zhao Ren, Kun Qian, Fengquan Dong, Zhenyu Dai, Wolfgang Nejdl, Yoshiharu Yamamoto and Björn W. Schuller. 2022. Deep attention-based neural networks for explainable heart sound classification. Machine Learning with Applications 9, 100322. DOI: 10.1016/j.mlwa.2022.100322 |
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Pedro Casas, Michael Seufert, Sarah Wassermann, Bruno Gardlo, Nikolas Wehner and Raimund Schatz. 2022. DeepCrypt - deep learning for QoE monitoring and fingerprinting of user actions in adaptive video streaming. In Alexander Clemm, Guido Maier, Carmen Mas Machuca, K. K. Ramakrishnan, Fulvio Risso, Prosper Chemouil, Noura Limam (Eds.). 2022 IEEE 8th International Conference on Network Softwarization (NetSoft), 27 June 2022 - 1 July 2022, Milan, Italy. IEEE, Piscataway, NJ, 259-263 DOI: 10.1109/netsoft54395.2022.9844113 |
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Shahin Amiriparian, Tobias Hübner, Vincent Karas, Maurice Gerczuk, Sandra Ottl and Björn W. Schuller. 2022. DeepSpectrumLite: a power-efficient transfer learning framework for embedded speech and audio processing from decentralised data. Frontiers in Artificial Intelligence 5, 856232. DOI: 10.3389/frai.2022.856232 |
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Manuel Bange, Gabriel Gonzalez-Escamilla, Tabea Marquardt, Angela Radetz, Christian Dresel, Damian Herz, Wolfgang Immanuel Schöllhorn, Sergiu Groppa and Muthuraman Muthuraman. 2022. Deficient interhemispheric connectivity underlies movement irregularities in Parkinson's disease. Journal of Parkinson's Disease 12, 1, 381-395. DOI: 10.3233/jpd-212840 |
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Jenny Ottmann, Frank Breitinger and Felix Freiling. 2022. Defining atomicity (and integrity) for snapshots of storage in forensic computing. In Digital Forensics Research Conference Europe (DFRWS EU) 2022, March 29 - April 1, 2022, Oxford, UK, hybrid. |
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Martin Porcheron, Minha Lee, Birthe Nesset, Frode Guribye, Margot van der Goot, Roger K. Moore, Ricardo Usbeck, Ana Paiva, Catherine Pelachaud, Elayne Ruane, Björn Schuller, Guy Laban, Dimosthenis Kontogiorgos, Matthias Kraus and Asbjørn Følstad. 2022. Definition, conceptualisation and measurement of trust. Dagstuhl Reports 11, 8, 101-105. DOI: 10.4230/DagRep.11.8.76 |
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Matthias Stetzuhn, Timo Tigges, Alexandru Gabriel Pielmus, Claudia Spies, Charlotte Middel, Michael Klum, Sebastian Zaunseder, Reinhold Orglmeister and Aarne Feldheiser. 2022. Detection of a stroke volume decrease by machine-learning algorithms based on thoracic bioimpedance in experimental hypovolaemia. Sensors 22, 14, 5066. DOI: 10.3390/s22145066 |
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Katrin D. Bartl-Pokorny, Florian B. Pokorny, Dunia Garrido, Björn W. Schuller, Dajie Zhang and Peter B. Marschik. 2022. Vocalisation repertoire at the end of the first year of life: an exploratory comparison of Rett syndrome and typical development. Journal of Developmental and Physical Disabilities 34, 6, 1053-1069. DOI: 10.1007/s10882-022-09837-w |
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Pascal Hecker, Nico Steckhan, Florian Eyben, Björn W. Schuller and Bert Arnrich. 2022. Voice analysis for neurological disorder recognition – a systematic review and perspective on emerging trends. Frontiers in Digital Health 4, 842301. DOI: 10.3389/fdgth.2022.842301 |
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Alberto J. Martín-Rodríguez and Jan P. Meier-Kolthoff. 2022. Whole genome-based taxonomy of Shewanella and Parashewanella. International Journal of Systematic and Evolutionary Microbiology 72, 7, 005438. DOI: 10.1099/ijsem.0.005438 |
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Sandra Ottl, Shahin Amiriparian, Maurice Gerczuk and Björn W. Schuller. 2022. motilitAI: a machine learning framework for automatic prediction of human sperm motility. iScience 25, 8, 104644. DOI: 10.1016/j.isci.2022.104644 |
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Kasper Hald, Katharina Weitz, Elisabeth André and Matthias Rehm. 2021. "An error occurred!" - Trust repair with virtual robot using levels of mistake explanation. In Kohei Ogawa, Tomoko Yonezawa, Gale M. Lucas, Hirotaka Osawa, Wafa Johal and Masahiro Shiomi (Ed.). HAI'21: Proceedings of the 9th International Conference on Human-Agent Interaction, Virtual Event, Japan, November 9 - 11, 2021. ACM, New York, NY, 218-226. DOI: 10.1145/3472307.3484170 |
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Sebastian Zehnter, Marco A. B. Andrade and Christoph Ament. 2021. Acoustic levitation of a Mie sphere using a 2D transducer array. Journal of Applied Physics 129, 13, 134901. DOI: 10.1063/5.0037344 |
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Julia Rauscher and Bernhard Bauer. 2021. Adaptation of architecture analyses: an IoT safety and security flaw assessment approach. In Cátia Pesquita, Ana Fred and Hugo Gamboa (Ed.). Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 5: HEALTHINF 2021. SciTePress, Setúbal, 320-327. DOI: 10.5220/0010206303200327 |
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Alexander Woyczyk, Vincent Fleischhauer and Sebastian Zaunseder. 2021. Adaptive Gaussian mixture model driven level set segmentation for remote pulse rate detection. IEEE Journal of Biomedical and Health Informatics 25, 5, 1361-1372. DOI: 10.1109/jbhi.2021.3054779 |
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Markus Endres, Lena Rudenko and Dominik Gröninger. 2021. Aggregation and summarization of thematically similar Twitter microblog messages. Lecture Notes in Computer Science 12843, 102-117. DOI: 10.1007/978-3-030-82472-3_9 |
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Elisa Espinet, Zuguang Gu, Charles D. Imbusch, Nathalia A. Giese, Magdalena Büscher, Mariam Safavi, Silke Weisenburger, Corinna Klein, Vanessa Vogel, Mattia Falcone, Jacob Insua-Rodríguez, Manuel Reitberger, Vera Thiel, Steffi O. Kossi, Alexander Muckenhuber, Karnjit Sarai, Alex Y. L. Lee, Elyne Backx, Soheila Zarei, Matthias M. Gaida, Manuel Rodríguez-Paredes, Elisa Donato, Hsi-Yu Yen, Roland Eils, Matthias Schlesner, Nicole Pfarr, Thilo Hackert, Christoph Plass, Benedikt Brors, Katja Steiger, Dieter Weichenhan, H. Efsun Arda, Ilse Rooman, Janel L. Kopp, Oliver Strobel, Wilko Weichert, Martin R. Sprick and Andreas Trumpp. 2021. Aggressive PDACs show hypomethylation of repetitive elements and the execution of an intrinsic IFN program linked to a ductal cell of origin. Cancer Discovery 11, 3, 638-659. DOI: 10.1158/2159-8290.cd-20-1202 |
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Richard Bird, Jeremy Gibbons, Ralf Hinze, Peter Höfner, Johan Jeuring, Lambert Meertens, Bernhard Möller, Carroll Morgan, Tom Schrijvers, Wouter Swierstra and Nicolas Wu. 2021. Algorithmics. In Michael Goedicke, Erich Neuhold and Kai Rannenberg (Ed.). Advancing research in information and communication technology: IFIP's exciting first 60+ years, views from the technical committees and working groups. Springer, Cham (IFIP Advances in Information and Communication Technology ; 600), 59-98. DOI: 10.1007/978-3-030-81701-5_3 |
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Amina Coffey, Saroj Bista, Antonio Fasano, Teresa Buxo, Matthew Mitchell, Eileen Rose Giglia, Stefan Dukic, Matthew Fenech, Megan Barry, Andrew Wade, Mark Heverin, Muthuraman Muthuraman, Richard G. Carson, Madeleine Lowery, Orla Hardiman and Bahman Nasseroleslami. 2021. Altered supraspinal motor networks in survivors of poliomyelitis: a cortico-muscular coherence study. Clinical Neurophysiology 132, 1, 106-113. DOI: 10.1016/j.clinph.2020.10.011 |
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Decky Aspandi, Federico Sukno, Björn Schuller and Xavier Binefa. 2021. An enhanced adversarial network with combined latent features for spatio-temporal facial affect estimation in the wild. In Giovanni Maria Farinella, Petia Radeva, Jose Braz, Kadi Bouatouch (Eds.). Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP), February 8-10, 2021, volume 4. SciTePress, Setúbal, 172-181 DOI: 10.5220/0010332001720181 |
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Alice Baird, Andreas Triantafyllopoulos, Sandra Zänkert, Sandra Ottl, Lukas Christ, Lukas Stappen, Julian Konzok, Sarah Sturmbauer, Eva-Maria Meßner, Brigitte M. Kudielka, Nicolas Rohleder, Harald Baumeister and Björn W. Schuller. 2021. An evaluation of speech-based recognition of emotional and physiological markers of stress. Frontiers in Computer Science 3, 750284. DOI: 10.3389/fcomp.2021.750284 |
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Lukas Rosenbauer, Johannes Maier, Daniel Gerber, Anthony Stein and Jörg Hähner. 2021. An evolutionary calibration approach for touch interface filter chains. In Oleg Gusikhin, Henk Nijmeijer and Kurosh Madani (Ed.). Proceedings of the 18th International Conference on Informatics in Control, Automation and Robotics - ICINCO. SciTePress, Setúbal, 29-38. DOI: 10.5220/0010512900290038 |
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Xiangheng He, Junjie Chen, Georgios Rizos and Björn W. Schuller. 2021. An improved StarGAN for emotional voice conversion: enhancing voice quality and data augmentation. In Hynek Heřmanský, Honza Černocký, Lukáš Burget, Lori Lamel, Odette Scharenborg and Petr Motlicek (Ed.). Interspeech 2021, Brno, Czechia, 30 August - 3 September 2021. ISCA, Baixas, 821-825. DOI: 10.21437/Interspeech.2021-1253 |
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Zengjie Zhang, Kun Qian, Björn Schuller and Dirk Wollherr. 2021. An online robot collision detection and identification scheme by supervised learning and Bayesian decision theory. IEEE Transactions on Automation Science and Engineering 18, 3, 1144-1156. DOI: 10.1109/tase.2020.2997094 |
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Lukas Rosenbauer, David Pätzel, Anthony Stein and Jörg Hähner. 2021. An organic computing system for automated testing. In Christian Hochberger, Lars Bauer and Thilo Pionteck (Ed.). Architecture of computing systems. Springer International Publishing, Cham (LNTCS ; 12800), 135-149. DOI: 10.1007/978-3-030-81682-7_9 |
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David Pätzel, Michael Heider and Alexander R. M. Wagner. 2021. An overview of LCS research from 2020 to 2021. In Francisco Chicano and Krzysztof Krawiec (Ed.). Proceedings of the Genetic and Evolutionary Computation Conference Companion, Lille, France, July 10 - 14, 2021. ACM, New York, NY, 1648-1656. DOI: 10.1145/3449726.3463173 |
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Helena Stegherr and Jörg Hähner. 2021. Analysing metaheuristic components. In Anthony Stein, Sven Tomforde, Jean Botev and Peter Lewis (Ed.). LIFELIKE 2020 & LIFELIKE 2021, Lifelike Computing Systems Workshop 2020 and 2021: Joint Proceedings of the LIFELIKE 2020 - 8th Edition in the Evolution of the Workshop Series of Autonomously Learning and Optimizing Systems (SAOS) co-located with 2020 Conference on Artificial Life (ALIFE 2020), Online, July 16th, 2020, and the LIFELIKE 2021 - 9th Edition in the Evolution of the Workshop Series of Autonomously Learning and Optimizing Systems (SAOS) co-located with 2021 Conference on Artificial Life (ALIFE 2021), Online, July 19th, 2021. CEUR-WS (CEUR Workshop Proceedings ; Vol-3007) |
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Dominik Schiller, Silvan Mertes, Pol van Rijn and Elisabeth André. 2021. Analysis by synthesis: using an expressive TTS model as feature extractor for paralinguistic speech classification. In Hynek Heřmanský, Honza Černocký, Lukáš Burget, Lori Lamel, Odette Scharenborg and Petr Motlicek (Ed.). Interspeech 2021, Brno, Czechia, 30 August - 3 September 2021. ISCA, Baixas, 486-490. DOI: 10.21437/interspeech.2021-1587 |
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Xiaolu Zhang, Frank Breitinger, Engelbert Luechinger and Stephen O'Shaughnessy. 2021. Android application forensics: a survey of obfuscation, obfuscation detection and deobfuscation techniques and their impact on investigations. Forensic Science International: Digital Investigation 39, 301285. DOI: 10.1016/j.fsidi.2021.301285 |
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Martin Schörner, Constantin Wanninger, Alwin Hoffmann, Oliver Kosak and Wolfgang Reif. 2021. Architecture for emergency control of autonomous UAV ensembles. In 3rd International Workshop on Robotic Software Engineering (RoSE’21), co-located with ICSE 2021, Virtual, Madrid, Spain, May 23 – 29, 2021. IEEE, Piscataway, NJ, 41-46 DOI: 10.1109/RoSE52553.2021.00014 |
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Kun Qian, Zixing Zhang, Yoshiharu Yamamoto and Björn Schuller. 2021. Artificial Intelligence Internet of Things for the elderly: from assisted living to health-care monitoring. IEEE Signal Processing Magazine 38, 4, 78-88. DOI: 10.1109/msp.2021.3057298 |
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Dennis Hartmann, Dominik Müller, Iñaki Soto-Rey and Frank Kramer. in press. Assessing the role of random forests in medical image segmentation. preprint. DOI: 10.48550/arXiv.2103.16492 |
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Matthias Kraus, Bernd Ludwig, Wolfgang Minker and Nicolas Wagner. 2021. Assistenzsysteme. In Günther Görz, Ute Schmid and Tanya Braun (Ed.). Handbuch der Künstlichen Intelligenz. De Gruyter Oldenbourg, Berlin, 859-906. DOI: 10.1515/9783110659948-020 |
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Patricia Goldberg, Ömer Sümer, Kathleen Stürmer, Wolfgang Wagner, Richard Göllner, Peter Gerjets, Enkelejda Kasneci and Ulrich Trautwein. 2021. Attentive or not? Toward a machine learning approach to assessing students' visible engagement in classroom instruction. Educational Psychology Review 33, 1, 27-49. DOI: 10.1007/s10648-019-09514-z |
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Ani Grigoryan, Johannes Pospiech, Stephen Krämer, Daniel Lipka, Thomas Liehr, Hartmut Geiger, Hiroshi Kimura, Medhanie A. Mulaw and Maria Carolina Florian. 2021. Attrition of X chromosome inactivation in aged hematopoietic stem cells. Stem Cell Reports 16, 4, 708-716. DOI: 10.1016/j.stemcr.2021.03.007 |
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Moritz Schweiger, Jeffrey Wimmer, Gregor Nagler and Ruben Schlagowski. 2021. Augmenting the city: the photo-realistic animation of a historic building and its influence on spatial perception and meaning. International Journal of Film and Media Arts 6, 2, 107-128. DOI: 10.24140/ijfma.v6.n2.07 |
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Yekta Said Can, Petrus Johannes Gerrits and M. Erdem Kabadayi. 2021. Automatic detection of road types from the Third Military Mapping Survey of Austria-Hungary historical map series with deep convolutional neural networks. IEEE Access 9, 62847-62856. DOI: 10.1109/access.2021.3074897 |
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Yekta Said Can and M. Erdem Kabadayı. 2021. Automatic estimation of age distributions from the first Ottoman Empire population register series by using deep learning. Electronics 10, 18, 2253. DOI: 10.3390/electronics10182253 |
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Robin Pape, Stefan Patzke, Sebastian Zaunseder and Jörg Thiem. 2021. Automatic hypercube acquisition with high spatial and spectral resolution using a HSI linescan camera. Current Directions in Biomedical Engineering 7, 2, 811-814. DOI: 10.1515/cdbme-2021-2207 |
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Emilia Parada-Cabaleiro, Maximilian Schmitt, Anton Batliner, Björn Schuller and Markus Schedl. 2021. Automatic recognition of texture in Renaissance music. In Jin Ha Lee, Alexander Lerch, Zhiyao Duan, Juhan Nam, Preeti Rao, Peter Kranenburg, Ajay Srinivasamurthy (Eds.). Proceedings of the 22nd International Society for Music Information Retrieval Conference (ISMIR 2021), November 7-12, online. Zenodo, 509-516 DOI: 10.5281/zenodo.5624443 |
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Harry Coppock, Lyn Jones, Ivan Kiskin and Björn Schuller. 2021. Bias and privacy in AI's cough-based COVID-19 recognition - authors' reply. The Lancet Digital Health 3, 12, e761. DOI: 10.1016/s2589-7500(21)00233-8 |
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Noël Hagemann and Bernhard Bauer. 2021. Bridging the gap between structural and behavioral models in a software-centric environment. In Boris Shishkov (Ed.). Business Modeling and Software Design: 11th International Symposium, BMSD 2021, Sofia, Bulgaria, July 5–7, 2021, Proceedings. Springer, Cham (Lecture Notes in Business Information Processing ; 422), 353-362. DOI: 10.1007/978-3-030-79976-2_23 |
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Miguel Martín-Pérez, Ricardo J. Rodríguez and Frank Breitinger. 2021. Bringing order to approximate matching: classification and attacks on similarity digest algorithms. Forensic Science International: Digital Investigation 36, Supplement, 301120. DOI: 10.1016/j.fsidi.2021.301120 |
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Katharina Dietz, Michael Mühlhauser, Michael Seufert, Nicholas Gray, Tobias Hoßfeld and Dominik Herrmann. 2021. Browser fingerprinting: how to protect machine learning models and data with differential privacy?. In Mathias Fischer, Winfried Lamerdorf (Eds.). 1st International Workshop on Machine Learning in Networking (MaLeNe), part of the Conference on Networked Systems 2021 (NetSys 2021), September 13-16, 2021, Lübeck, Germany. Universitätsbibliothek TU Berlin, Berlin DOI: 10.14279/tuj.eceasst.80.1179 |
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Zhao Ren, Qiuqiang Kong, Jing Han, Mark D. Plumbley and Björn W. Schuller. 2021. CAA-Net: Conditional Atrous CNNs with attention for explainable device-robust acoustic scene classification. IEEE Transactions on Multimedia 23, 4131-4142. DOI: 10.1109/tmm.2020.3037534 |
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Andreas Wiedholz, Michael Heider, Richard Nordsieck, Andreas Angerer, Simon Dietrich and Jörg Hähner. 2021. CAD-based grasp and motion planning for process automation in fused deposition modelling. In Oleg Gusikhin, Henk Nijmeijer and Kurosh Madani (Ed.). Proceedings of the 18th International Conference on Informatics in Control, Automation and Robotics, July 6-8, 2021. SciTePress, Setúbal, 450-458. DOI: 10.5220/0010571204500458 |
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Björn W. Schuller, Dagmar M. Schuller, Kun Qian, Juan Liu, Huaiyuan Zheng and Xiao Li. 2021. COVID-19 and computer audition: an overview on what speech and sound analysis could contribute in the SARS-CoV-2 corona crisis. Frontiers in Digital Health 3, 564906. DOI: 10.3389/fdgth.2021.564906 |
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Gauri Deshpande and Björn W. Schuller. 2021. COVID-19 biomarkers in speech: on source and filter components. In Riccardo Barbieri (Ed.). 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2021), 1-5 November 2021, Mexico. IEEE, New York, NY, 800-803. DOI: 10.1109/embc46164.2021.9629831 |
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Harry Coppock, Lyn Jones, Ivan Kiskin and Björn Schuller. 2021. COVID-19 detection from audio: seven grains of salt. The Lancet Digital Health 3, 9, e537-e538. DOI: 10.1016/s2589-7500(21)00141-2 |
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Shuo Liu, Adria Mallol-Ragolta and Björn W. Schuller. 2021. COVID-19 detection with a novel multi-type deep fusion method using breathing and coughing information. In Riccardo Barbieri (Ed.). 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2021), 1-5 November 2021, Mexico. IEEE, Piscataway, NJ, 1840-1843. DOI: 10.1109/embc46164.2021.9630050 |
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Philip Meyer, Dominik Müller, Iñaki Soto-Rey and Frank Kramer. 2021. COVID-19 image segmentation based on deep learning and ensemble learning. In John Mantas, Lăcrămioara Stoicu-Tivadar, Catherine Chronaki, Arie Hasman, Patrick Weber, Parisis Gallos, Mihaela Crişan-Vida, Emmanouil Zoulias and Oana Sorina Chirila (Ed.). Public health and informatics. IOS Press, Amsterdam (Studies in Health Technology and Informatics ; 281), 518-519. DOI: 10.3233/shti210223 |
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Kun Qian, Tomoya Koike, Kazuhiro Yoshiuchi, Björn Schuller and Yoshiharu Yamamoto. 2021. Can appliances understand the behavior of elderly via machine learning? A feasibility study. IEEE Internet of Things Journal 8, 10, 8343-8355. DOI: 10.1109/jiot.2020.3045009 |
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Kun Qian, Christoph Janott, Maximilian Schmitt, Zixing Zhang, Clemens Heiser, Werner Hemmert, Yoshiharu Yamamoto and Björn Schuller. 2021. Can machine learning assist locating the excitation of snore sound? a review. IEEE Journal of Biomedical and Health Informatics 25, 4, 1233-1246. DOI: 10.1109/jbhi.2020.3012666 |
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Ennio Idrobo-Ávila, Humberto Loaiza-Correa, Rubiel Vargas-Cañas, Flavio Muñoz-Bolaños and Leon van Noorden. 2021. Can the application of certain music information retrieval methods contribute to the machine learning classification of electrocardiographic signals?. Heliyon 7, 2, e06257. DOI: 10.1016/j.heliyon.2021.e06257 |
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Zhengxin Joseph Ye and Björn W. Schuller. 2021. Capturing dynamics of post-earnings-announcement drift using a genetic algorithm-optimized XGBoost. Expert Systems with Applications 177, 114892. DOI: 10.1016/j.eswa.2021.114892 |
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Pierre Aublin, Mouin Ben Ammar, Nina Achache, Melina Benahmed, Aymane El Hichami, Michel Barret, Jeremy Fix and Julien Oster. 2021. Cardiac abnormality detection based on an ensemble voting of single-lead classifier predictions. In 2021 Computing in Cardiology (CinC), 13-15 September 2021, Brno, Czech Republic. IEEE, Los Alamitos, CA, 1-4 DOI: 10.23919/cinc53138.2021.9662824 |
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Jeongbin Park, Wonyl Choi, Sebastian Tiesmeyer, Brian Long, Lars E. Borm, Emma Garren, Thuc Nghi Nguyen, Bosiljka Tasic, Simone Codeluppi, Tobias Graf, Matthias Schlesner, Oliver Stegle, Roland Eils and Naveed Ishaque. 2021. Cell segmentation-free inference of cell types from in situ transcriptomics data. Nature Communications 12, 1, 3545. DOI: 10.1038/s41467-021-23807-4 |
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Calogerina Catalano, Nagarajan Paramasivam, Joanna Blocka, Sara Giangiobbe, Stefanie Huhn, Matthias Schlesner, Niels Weinhold, Rolf Sijmons, Mirjam de Jong, Christian Langer, Klaus-Dieter Preuss, Björn Nilsson, Brian Durie, Hartmut Goldschmidt, Obul Reddy Bandapalli, Kari Hemminki and Asta Försti. 2021. Characterization of rare germline variants in familial multiple myeloma. Blood Cancer Journal 11, 2, 33. DOI: 10.1038/s41408-021-00422-6 |
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Florent Foucaud, Narges Ghareghani, Aida Roshany-Tabrizi and Pouyeh Sharifani. 2021. Characterizing extremal graphs for open neighbourhood location-domination. Discrete Applied Mathematics 302, 76-79. DOI: 10.1016/j.dam.2021.06.006 |
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Shilpa Garg, Arkarachai Fungtammasan, Andrew Carroll, Mike Chou and Tobias Mömke. 2021. Chromosome-scale, haplotype-resolved assembly of human genomes. Nature Biotechnology 39, 309-312. DOI: 10.1038/s41587-020-0711-0 |
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Roisin McMackin, Stefan Dukic, Emmet Costello, Marta Pinto-Grau, Lara McManus, Michael Broderick, Rangariroyashe Chipika, Parameswaran M. Iyer, Mark Heverin, Peter Bede, Muthuraman Muthuraman, Niall Pender, Orla Hardiman and Bahman Nasseroleslami. 2021. Cognitive network hyperactivation and motor cortex decline correlate with ALS prognosis. Neurobiology of Aging 104, 57-70. DOI: 10.1016/j.neurobiolaging.2021.03.002 |
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Emily P. Slater, Lisa M. Wilke, Lutz Benedikt Böhm, Konstantin Strauch, Manuel Lutz, Norman Gercke, Elvira Matthäi, Kari Hemminki, Asta Försti, Matthias Schlesner, Nagarajan Paramasivam and Detlef K. Bartsch. 2021. Combinations of low-frequency genetic variants might predispose to familial pancreatic cancer. Journal of Personalized Medicine 11, 7, 631. DOI: 10.3390/jpm11070631 |
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Ziping Zhao, Qifei Li, Zixing Zhang, Nicholas Cummins, Haishuai Wang, Jianhua Tao and Björn W. Schuller. 2021. Combining a parallel 2D CNN with a self-attention Dilated Residual Network for CTC-based discrete speech emotion recognition. Neural Networks 141, 52-60. DOI: 10.1016/j.neunet.2021.03.013 |
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Oliver Doelle, Ileskhan Kalysh, Arvid Amthor and Christoph Ament. 2021. Comparison of intraday probabilistic forecasting of solar power using time series models. In Miadreza Shafie-khah, Ozan Erdinc, João P. S. Catalão, Tarek AlSkaif, Soumyabrata Dev (Eds.). 2021 International Conference on Smart Energy Systems and Technologies (SEST), 6-8 September 2021, Vaasa, Finland. IEEE, Piscataway, NJ, 1-6 DOI: 10.1109/sest50973.2021.9543286 |
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Manuel Manfred Nietert, Liza Vinhoven, Florian Auer, Sylvia Hafkemeyer and Frauke Stanke. 2021. Comprehensive analysis of chemical structures that have been tested as CFTR activating substances in a publicly available database CandActCFTR. Frontiers in Pharmacology 12, 689205. DOI: 10.3389/fphar.2021.689205 |
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Ludwig Vogt, Tobias Ciemala, Jonas Freitag and Johannes Schilp. 2021. Computing convex grasping positions for parallel jaw grippers with an integrated boundary layer mesher. In Davide Brugali, Jean-Claude Latombe, Phillip Sheu, Rouh-Mei Hu (Eds.). Fifth International Conference on Robotic Computing (IRC 2021), Taichung, Taiwan, 15-17 November 2021. IEEE Computer Society, Washington, DC, 77-81 DOI: 10.1109/irc52146.2021.00018 |
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Mario Krenn, Jakob S. Kottmann, Nora Tischler and Alán Aspuru-Guzik. 2021. Conceptual understanding through efficient automated design of quantum optical experiments. Physical Review X 11, 3, 031044. DOI: 10.1103/physrevx.11.031044 |
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Stefan Grünewald, Prisca Piccirilli and Annemarie Friedrich. 2021. Coordinate constructions in English enhanced universal dependencies: analysis and computational modeling. In Paola Merlo, Jorg Tiedemann, Reut Tsarfaty (Eds.). Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: main volume, April 19-23, 2021, online. Association for Computational Linguistics, Stroudsburg, PA, 795-809 DOI: 10.18653/v1/2021.eacl-main.67 |
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Adria Mallol-Ragolta, Helena Cuesta, Emilia Gomez and Björn W. Schuller. 2021. Cough-based COVID-19 detection with contextual attention convolutional neural networks and gender information. In Hynek Heřmanský, Honza Černocký, Lukáš Burget, Lori Lamel, Odette Scharenborg and Petr Motlicek (Ed.). 22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021, Brno, Czechia, 30 August - 3 September 2021. International Speech Communication Association, Baixas, 4236-4240. |
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Tianhao Yan, Hao Meng, Emilia Parada-Cabaleiro, Shuo Liu, Meishu Song and Björn W. Schuller. 2021. Coughing-based recognition of Covid-19 with spatial attentive ConvLSTM recurrent neural networks. In Hynek Heřmanský, Honza Černocký, Lukáš Burget, Lori Lamel, Odette Scharenborg and Petr Motlicek (Ed.). Interspeech 2021, Brno, Czechia, 30 August - 3 September 2021. International Speech Communication Association (ISCA), Baixas, 4154-4158. DOI: 10.21437/interspeech.2021-630 |
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Huyen T. T. Tran, Nam Pham Ngoc, Tobias Hoßfeld, Michael Seufert and Truong Cong Thang. 2021. Cumulative quality modeling for HTTP adaptive streaming. ACM Transactions on Multimedia Computing, Communications, and Applications 17, 1, 22. DOI: 10.1145/3423421 |
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M. Gruber, S. Eichstädt, Wenzel Baron Pilar von Pilchau, Jörg Hähner, V. Gowtham, A. Willner, N. Koutrakis, J. Polte and M. Riedl. 2021. D2.2 Uncertainty-aware sensor fusion in sensor networks. In Gerald Gerlach and Klaus-Dieter Sommer (Ed.). SMSI 2021 - Measurement Science. AMA Service, Wunstorf, 246-247. DOI: 10.5162/smsi2021/d2.2 |
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Daniel Glake, Fabian Panse, Norbert Ritter, Thomas Clemen and Ulfia Lenfers. 2021. Data management in multi-agent simulation systems. In Kai-Uwe Sattler, Melanie Herschel, Wolfgang Lehner (Eds.). Datenbanksysteme für Business, Technologie und Web (BTW 2021), 13.-17. September 2021, Dresden. Gesellschaft für Informatik e.V., Bonn, 423-436 DOI: 10.18420/btw2021-22 |
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Jing Han, Zixing Zhang, Cecilia Mascolo, Elisabeth André, Jianhua Tao, Ziping Zhao and Björn W. Schuller. 2021. Deep learning for mobile mental health: challenges and recent advances. IEEE Signal Processing Magazine 38, 6, 96-105. DOI: 10.1109/msp.2021.3099293 |
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Vincent Karas and Björn W. Schuller. 2021. Deep learning for sentiment analysis: an overview and perspectives. In Fatih Pinarbasi and M. Nurdan Taskiran (Ed.). Natural language processing for global and local business. IGI Global, Hershey, PA, 97-132. DOI: 10.4018/978-1-7998-4240-8.ch005 |
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Zhengxin Joseph Ye and Björn W. Schuller. 2021. Deep learning post-earnings-announcement drift. In Tianzi Jiang, Xin Yao, Long Cheng and Yue Cui (Ed.). International Joint Conference on Neural Networks (IJCNN 2021), Shenzhen, China, 18-22 July 2021. IEEE, Piscataway, NJ, 1-7. DOI: 10.1109/ijcnn52387.2021.9534436 |
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Andreas Triantafyllopoulos, Shuo Liu and Björn W. Schuller. 2021. Deep speaker conditioning for speech emotion recognition. In IEEE International Conference on Multimedia and Expo (ICME 2021), Shenzhen, China, 5-9 July 2021. IEEE, New York, NY, 1-6. DOI: 10.1109/icme51207.2021.9428217 |
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Fabio Hellmann, Zhao Ren, Elisabeth André and Björn W. Schuller. 2021. Deformable dilated faster R-CNN for universal lesion detection in CT images. In Riccardo Barbieri (Ed.). 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2021), 1-5 November 2021, Mexico. IEEE, New York, NY, 2896-2902 DOI: 10.1109/embc46164.2021.9631021 |
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Anika Seufert, Svenja Schröder and Michael Seufert. 2021. Delivering user experience over networks: towards a quality of experience centered design cycle for improved design of networked applications. SN Computer Science 2, 6, 463. DOI: 10.1007/s42979-021-00851-x |
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Katharina Weitz, Ruben Schlagowski and Elisabeth André. 2021. Demystifying artificial intelligence for end-users: findings from a participatory machine learning show. Lecture Notes in Computer Science 12873, 257-270. DOI: 10.1007/978-3-030-87626-5_19 |
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David Antonio Gómez Jáuregui, Tom Giraud, Brice Isableu and Jean‐Claude Martin. 2021. Design and evaluation of postural interactions between users and a listening virtual agent during a simulated job interview. Computer Animation and Virtual Worlds 32, 6, e2029. DOI: 10.1002/cav.2029 |
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Michael Olbrich, Arwed Schütz, Tamara Bechtold and Christoph Ament. 2021. Design and optimal control of a multistable, cooperative microactuator. Actuators 10, 8, 183. DOI: 10.3390/act10080183 |
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Helena Stegherr, Michael Heider, Leopold Luley and Jörg Hähner. 2021. Design of large-scale metaheuristic component studies. In Francisco Chicano and Krzysztof Krawiec (Ed.). Proceedings of the Genetic and Evolutionary Computation Conference Companion, Lille, France, July 10 - 14, 2021. ACM, New York, NY, 1217-1226. DOI: 10.1145/3449726.3463168 |
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Mina A. Nessiem, Mostafa M. Mohamed, Harry Coppock, Alexander Gaskell and Björn W. Schuller. 2021. Detecting COVID-19 from breathing and coughing sounds using deep neural networks. In José Luís Oliveira, Agma Traina, Paolo Soda, Joel Arrais, Bridget Kane (Eds.). 34th International Symposium on Computer-Based Medical Systems (CBMS 2021), Aveiro, Portugal, 7-9 June 2021. IEEE, New York, NY, 183-188 DOI: 10.1109/cbms52027.2021.00069 |
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Fabian Herzer, Franswa Abraham, Christoph Tammer, Georg Schlick, Christian Seidel and Johannes Schilp. 2021. Detection of defects in solidified layers within laser-based powder bed fusion using active thermography. Procedia CIRP 104, 518-523. DOI: 10.1016/j.procir.2021.11.087 |
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Annemarie Friedrich and Subhash Chandra Pujari. 2021. Device and method for determining a knowledge graph [Patent]. |
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Annemarie Friedrich, Heike Adel-Vu and Johannes Christoph Hingerl. 2021. Device and method for determining at least one part of a knowledge graph [Patent]. |
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Stefan Grünewald and Annemarie Friedrich. 2021. Device and method for filling a knowledge graph, training method therefor [Patent]. |
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Michael Strecke and Jörg Stückler. 2021. DiffSDFSim: differentiable rigid-body dynamics with implicit shapes. In Adrian Hilton, Lourdes Agapito, Jean-Yves Guillemaut, Armin Mustafa (Eds.). 2021 International Conference on 3D Vision (3DV), 1-3 December 2021, London, United Kingdom. IEEE, New York, NY, 96-105 DOI: 10.1109/3dv53792.2021.00020 |
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Atrayee Majumder, Rogers Mathew and Deepak Rajendraprasad. 2021. Dimension of CPT posets. Order 38, 1, 13-19. DOI: 10.1007/s11083-020-09524-5 |
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Georgiana Cristina Dobre, Marco Gillies, Patrick Falk, Jamie A. Ward, Antonia F. de C. Hamilton and Xueni Pan. 2021. Direct gaze triggers higher frequency of gaze change: an automatic analysis of dyads in unstructured conversation. In Zakia Hammal, Carlos Busso, Catherine Pelachaud, Sharon Oviatt, Albert Ali Salah, Guoying Zhao (Eds.). ICMI '21: proceedings of the 2021 International Conference on Multimodal Interaction, Montréal, QC, Canada, October 18-22, 2021. ACM, New York, NY, 735-739 DOI: 10.1145/3462244.3479962 |
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Jakob S. Kottmann, Philipp Schleich, Teresa Tamayo-Mendoza and Alan Aspuru-Guzik. 2021. Directly determined pair-natural orbitals and their implications on quantum algorithms for chemistry. Bulletin of the American Physical Society 66, 1, X25.00001. |
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Joseph Hirsch, Martin Neumayer, Hella Ponsar, Oliver Kosak and Wolfgang Reif. 2021. Distributed constraint optimization for task allocation in self-adaptive manufacturing systems. In Esam El-Araby, Vana Kalogeraki, Danilo Pianini, Frédéric Lassabe, Barry Porter, Sona Ghahremani, Ingrid Nunes, Mohamed Bakhouya and Sven Tomforde (Ed.). 2021 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion (ACSOS-C), 27 September - 1 October 2021, DC, USA. IEEE, Piscataway, NJ, 62-67. DOI: 10.1109/acsos-c52956.2021.00034 |
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Pascal Bercher, Gregor Behnke, Matthias Kraus, Marvin Schiller, Dietrich Manstetten, Michael Dambier, Michael Dorna, Wolfgang Minker, Birte Glimm and Susanne Biundo. 2021. Do it yourself, but not alone: Companion-Technology for home improvement — bringing a planning-based interactive DIY assistant to life. KI - Künstliche Intelligenz 35, 3-4, 367-375. DOI: 10.1007/s13218-021-00721-x |
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Björn Petrak, Gundula Sopper, Katharina Weitz and Elisabeth André. 2021. Do you mind if I pass through? Studying the appropriate robot behavior when traversing two conversing people in a hallway setting. In 2021 30th IEEE International Conference on Robot & Human Interactive Communication (RO-MAN), 8-12 August 2021, Vancouver, BC, Canada. IEEE, Piscataway, NJ, 369-375. DOI: 10.1109/ro-man50785.2021.9515430 |
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Peter Gentzel, Jeffrey Wimmer and Ruben Schlagowski. 2021. Doing Google Maps: everyday use and the image of space in a surveillance capitalism centrepiece. Digital Culture & Society 7, 2, 159-184. DOI: 10.14361/dcs-2021-070208 |
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Tobias Huber, Silvan Mertes, Stanislava Rangelova, Simon Flutura and Elisabeth André. 2021. Dynamic difficulty adjustment in virtual reality exergames through experience-driven procedural content generation. In Keeley Crockett, Sanaz Mostaghim, Dipti Srinivasan and Anna Wilbik (Ed.). 2021 IEEE Symposium Series on Computational Intelligence (SSCI), 5-7 December 2021, Orlando, FL, USA. IEEE, Piscataway, NJ, 1-8. DOI: 10.1109/ssci50451.2021.9660086 |
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Mohamed Benouis, Lotfi Mostefai, Nicholas Costen and Meryem Regouid. 2021. ECG based biometric identification using one-dimensional local difference pattern. Biomedical Signal Processing and Control 64, 102226. DOI: 10.1016/j.bspc.2020.102226 |
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Vladimir Litvak, Esther Florin, Gertrúd Tamás, Sergiu Groppa and Muthuraman Muthuraman. 2021. EEG and MEG primers for tracking DBS network effects. NeuroImage 224, 117447. DOI: 10.1016/j.neuroimage.2020.117447 |
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Adria Mallol-Ragolta, Helena Cuesta, Emilia Gomez and Björn W. Schuller. in press. EIHW-MTG DiCOVA 2021 challenge system report. preprint. DOI: 10.48550/arXiv.2110.06543 |
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Adria Mallol-Ragolta, Helena Cuesta, Emilia Gómez and Björn Schuller. in press. EIHW-MTG: second DiCOVA challenge system report. preprint. DOI: 10.48550/arXiv.2110.09239 |
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Niklas Rach, Klaus Weber, Yuchi Yang, Stefan Ultes, Elisabeth André and Wolfgang Minker. 2021. EVA 2.0: emotional and rational multimodal argumentation between virtual agents. it - Information Technology 63, 1, 17-30. DOI: 10.1515/itit-2020-0050 |
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Arlou Kristina Angeles, Petros Christopoulos, Zhao Yuan, Simone Bauer, Florian Janke, Simon John Ogrodnik, Martin Reck, Matthias Schlesner, Michael Meister, Marc A. Schneider, Steffen Dietz, Albrecht Stenzinger, Michael Thomas and Holger Sültmann. 2021. Early identification of disease progression in ALK-rearranged lung cancer using circulating tumor DNA analysis. npj Precision Oncology 5, 1, 100. DOI: 10.1038/s41698-021-00239-3 |
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Novi Quadrianto, Björn Schuller and Finnian Rachel Lattimore. 2021. Editorial: Ethical Machine Learning and Artificial Intelligence. Frontiers in Big Data 4, 742589. DOI: 10.3389/fdata.2021.742589 |
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Wilhelm Friedemann, Tobias Friedrich, Hans Gawendowicz, Pascal Lenzner, Anna Melnichenko, Jannik Peters, Daniel Stephan and Michael Vaichenker. 2021. Efficiency and stability in Euclidean network design. In Kunal Agrawal, Yossi Azar (Eds.). SPAA '21: proceedings of the 33rd ACM Symposium on Parallelism in Algorithms and Architectures, virtual event, USA, July 6-8, 2021. ACM, New York, NY, 232-242 DOI: 10.1145/3409964.3461807 |
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Lukas Stappen, Lea Schumann, Anton Batliner and Bjorn W. Schuller. 2021. Embracing and exploiting annotator emotional subjectivity: an affective rater ensemble model. In 2021 9th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW), 28 September 2021 - 01 October 2021, Nara, Japan. Institute of Electrical and Electronics Engineers (IEEE), Piscataway, NJ, 1-8 DOI: 10.1109/aciiw52867.2021.9666407 |
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Jing Han, Zixing Zhang, Zhao Ren and Björn Schuller. 2021. EmoBed: strengthening monomodal emotion recognition via training with crossmodal emotion embeddings. IEEE Transactions on Affective Computing 12, 3, 553-564. DOI: 10.1109/taffc.2019.2928297 |
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Alice Baird, Shahin Amiriparian, Manuel Milling and Björn W. Schuller. 2021. Emotion recognition in public speaking scenarios utilising an LSTM-RNN approach with attention. In Zhijian Ou, Lei Xie and Hsin-Min Wang (Ed.). Spoken Language Technology Workshop (IEEE SLT 2021), Shenzhen, China, 19-22 January 2021. IEEE, New York, NY, 397-402. DOI: 10.1109/slt48900.2021.9383542 |
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Julia Donnelly, Andreas John, Jonas Mirlach, Kilian Osberghaus, Silvia Rother, Christian Schmidt, Hannes Voucko-Glockner and Simon Wenninger. 2021. Enabling the smart factory: a digital platform concept for standardized data integration. In D. Herberger, M. Hübner (Eds.). Proceedings of the 2nd Conference on Production Systems and Logistics (CPSL 2021), Hannover, Germany, 10.-11. August 2021. publish-Ing., Hannover, 234-243 DOI: 10.15488/11275 |
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Harry Coppock, Alex Gaskell, Panagiotis Tzirakis, Alice Baird, Lyn Jones and Björn Schuller. 2021. End-to-end convolutional neural network enables COVID-19 detection from breath and cough audio: a pilot study. BMJ Innovations 7, 2, 356-362. DOI: 10.1136/bmjinnov-2021-000668 |
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Deniz Ekiz, Yekta Said Can, Yagmur Ceren Dardagan, Furkan Aydar, Rukiye Dilruba Kose and Cem Ersoy. 2021. End-to-end deep multi-modal physiological authentication with smartbands. IEEE Sensors Journal 21, 13, 14977-14986. DOI: 10.1109/jsen.2021.3073888 |
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Panagiotis Tzirakis, Jiaxin Chen, Stefanos Zafeiriou and Björn Schuller. 2021. End-to-end multimodal affect recognition in real-world environments. Information Fusion 68, 46-53. DOI: 10.1016/j.inffus.2020.10.011 |
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Julius Roeder, Benjamin Rouxel, Sebastian Altmeyer and Clemens Grelck. 2021. Energy-aware scheduling of multi-version tasks on heterogeneous real-time systems. In Chih-Cheng Hung, Jiman Hong, Alessio Bechini and Eunjee Song (Ed.). SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing Virtual Event, Republic of Korea, March 22 - 26, 2021. ACM, New York, NY, 501-510. DOI: 10.1145/3412841.3441930 |
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Irina Ehrlich, Michael Filipenko, Tanja Kranawetleitner, Heike Krebs, Robert Loew, Diana Pistoll and Julia Thurner-Irmler. 2021. Escaping the everyday chaos: assessing the needs for internal knowledge transfer in SMEs via an escape room. In Haithem Afli, Udo Bleimann, Dirk Burkhardt, Robert Loew, Stefanie Regier, Ingo Stengel, Haiying Wang and Huiru (Jane) Zheng (Ed.). CERC 2020 Collaborative European Research Conference 2020: Proceedings of the 6th Collaborative European Research Conference (CERC 2020), Belfast, Northern-Ireland, UK, September 10-11, 2020. CEUR-WS (CEUR Workshop Proceedings ; Vol-2815), 382-396. |
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Ömer Sümer, Cigdem Beyan, Fabian Ruth, Olaf Kramer, Ulrich Trautwein and Enkelejda Kasneci. in press. Estimating presentation competence using multimodal nonverbal behavioral cues. preprint. DOI: 10.48550/arXiv.2105.02636 |
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Fabian Panse and Felix Naumann. 2021. Evaluation of duplicate detection algorithms: from quality measures to test data generation. In Anastasia Ailamaki, Minos Garofalakis, Dimitris Skoutas, Joy Arulraj (Eds.). 2021 IEEE 37th International Conference on Data Engineering (ICDE), 19-22 April 2021, Chania, Greece. IEEE, Piscataway, NJ, 2373-2376 DOI: 10.1109/icde51399.2021.00269 |
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Mark Hallett, Lourdes M. DelRosso, Rodger Elble, Raffaele Ferri, Fay B. Horak, Stephan Lehericy, Martina Mancini, Masao Matsuhashi, Riki Matsumoto, Muthuraman Muthuraman, Jan Raethjen and Hiroshi Shibasaki. 2021. Evaluation of movement and brain activity. Clinical Neurophysiology 132, 10, 2608-2638. DOI: 10.1016/j.clinph.2021.04.023 |
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Martin Schmidt, Filip Karisik, Sebastian Zaunseder, Axel Linke, Hagen Malberg and Mathias Baumert. 2021. Evaluation of ventricular repolarization variability in patients with nonischemic dilated cardiomyopathy from vectorcardiography. In Computing in Cardiology (CinC), volume 48, 13-15 September 2021, Brno, Czech Republic. Computing in Cardiology, 1-4 DOI: 10.22489/CinC.2021.153 |
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Hryhorii Chereda, Annalen Bleckmann, Kerstin Menck, Júlia Perera-Bel, Philip Stegmaier, Florian Auer, Frank Kramer, Andreas Leha and Tim Beißbarth. 2021. Explaining decisions of graph convolutional neural networks: patient-specific molecular subnetworks responsible for metastasis prediction in breast cancer. Genome Medicine 13, 1, 42. DOI: 10.1186/s13073-021-00845-7 |
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Jan Achterhold and Jörg Stückler. 2021. Explore the context: optimal data collection for context-conditional dynamics models. In Arindam Banerjee, Kenji Fukumizu (Eds.). Proceedings of The 24th International Conference on Artificial Intelligence and Statistics, 13-15 April 2021, Virtual. ML Research Press, Maastricht, 3529-3537 |
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Pol van Rijn, Silvan Mertes, Dominik Schiller, Peter M. C. Harrison, Pauline Larrouy-Maestri, Elisabeth André and Nori Jacoby. 2021. Exploring emotional prototypes in a high dimensional TTS latent space. In Hynek Heřmanský, Honza Černocký, Lukáš Burget, Lori Lamel, Odette Scharenborg and Petr Motlicek (Ed.). Interspeech 2021, Brno, Czechia, 30 August - 3 September 2021. ISCA, Baixas, 3870-3874. DOI: 10.21437/interspeech.2021-1538 |
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Chao Li, Qian Zhang, Ziping Zhao, Li Gu and Björn Schuller. 2021. Exploring spatial-temporal representations for fNIRS-based intimacy detection via an attention-enhanced cascade convolutional recurrent neural network. In Rita Cucchiara, Alberto Del Bimbo, Stan Sclaroff and Roberto Vezzani (Ed.). 25th International Conference on Pattern Recognition (ICPR 2020), Milan, Italy, 10-15 January 2021. IEEE, New York, NY, 8862-8869. DOI: 10.1109/icpr48806.2021.9412577 |
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Mohamed Benouis. 2021. Face recognition based on fractal code and deep belief networks. Journal of Information Technology Research 14, 4, 82-93. DOI: 10.4018/jitr.2021100107 |
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Panagiotis Tzirakis, Dénes Boros, Elnar Hajiyev and Björn W. Schuller. in press. Facial emotion recognition using deep residual networks in real-world environments. preprint. DOI: 10.48550/arXiv.2111.02717 |
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Andreas Triantafyllopoulos, Manuel Milling, Konstantinos Drossos and Björn W. Schuller. 2021. Fairness and underspecification in acoustic scene classification: the case for disaggregated evaluations. In Frederic Font, Annamaria Mesaros, Daniel P. W. Ellis, Eduardo Fonseca, Magdalena Fuentes and Benjamin Elizalde (Ed.). Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2021), 15–19 November 2021, Online. , 70-74. DOI: 10.5281/zenodo.5770113 |
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Ömer Sümer, Efe Bozkir, Thomas Kübler, Sven Grüner, Sonja Utz and Enkelejda Kasneci. 2021. FakeNewsPerception: an eye movement dataset on the perceived believability of news stories. Data in Brief 35, 106909. DOI: 10.1016/j.dib.2021.106909 |
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Fabrizio Grandoni, Tobias Mömke and Andreas Wiese. 2021. Faster (1+ε)-approximation for unsplittable flow on a path via resource augmentation and back. In Petra Mutzel, Rasmus Pagh, Grzegorz Herman (Eds.). 29th Annual European Symposium on Algorithms (ESA 2021), September 6-8, 2021, online conference. Schloss Dagstuhl, Leibniz-Zentrum für Informatik, Dagstuhl, 49:1-49:15 DOI: 10.4230/LIPIcs.ESA.2021.49 |
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Frank Breitinger, Ryan Tully-Doyle, Kristen Przyborski, Lauren Beck and Ronald S. Harichandran. 2021. First year students' experience in a Cyber World course – an evaluation. Education and Information Technologies 26, 1, 1069-1087. DOI: 10.1007/s10639-020-10274-5 |
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Stefan Bodenmüller, Gerhard Schellhorn, Martin Bitterlich and Wolfgang Reif. 2021. Flashix: modular verification of a concurrent and crash-safe flash file system. Lecture Notes in Computer Science 12750, 239-265. DOI: 10.1007/978-3-030-76020-5_14 |
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Richard Sailer and Jörg Hähner. 2021. Flow-aware Low-Latency Multipath Tunnelling. In Lyes Khoukhi, Sharief Oteafy, Eyuphan Bulut (Eds.). IEEE 46th Conference on Local Computer Networks (LCN), 4-7 October 2021, virtual. IEEE, Piscataway, NJ, 383-386 DOI: 10.1109/lcn52139.2021.9525025 |
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Mohamed Benouis, Leandro D. Medus, Mohamed Saban, Abdessattar Ghemougui and Alfredo Rosado-Muñoz. 2021. Food tray sealing fault detection in multi-spectral images using data fusion and deep learning techniques. Journal of Imaging 7, 9, 186. DOI: 10.3390/jimaging7090186 |
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Kirstin Peters and Tim A. C. Willemse (Ed.). 2021. Formal techniques for distributed objects, components, and systems: 41st IFIP WG 6.1 International Conference, FORTE 2021, held as part of the 16th International Federated Conference on Distributed Computing Techniques, DisCoTec 2021, Valletta, Malta, June 14–18, 2021, proceedings. Springer, Cham (Lecture Notes in Computer Science ; 12719). DOI: 10.1007/978-3-030-78089-0 |
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Muthuraman Muthuraman, Marcell Palotai, Borbála Jávor-Duray, Andrea Kelemen, Nabin Koirala, László Halász, Loránd Erőss, Gábor Fekete, László Bognár, Günther Deuschl and Gertrúd Tamás. 2021. Frequency-specific network activity predicts bradykinesia severity in Parkinson's disease. NeuroImage: Clinical 32, 5, 102857. DOI: 10.1016/j.nicl.2021.102857 |
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Meishu Song, Adria Mallol-Ragolta, Emilia Parada-Cabaleiro, Zijiang Yang, Shuo Liu, Zhao Ren, Ziping Zhao and Björn W. Schuller. 2021. Frustration recognition from speech during game interaction using wide residual networks. Virtual Reality & Intelligent Hardware 3, 1, 76-86. DOI: 10.1016/j.vrih.2020.10.004 |
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Sigrun Lang, Dajie Zhang, Luise Poustka, Katrin D. Bartl-Pokorny, Florian B. Pokorny, Sven Bölte, Steffi Sachse, Nivedita Mani, Annette V. Fox-Boyer, Martin Hartung, Christa Einspieler and Peter B. Marschik. 2021. Früherkennung von Entwicklungsstörungen: kanonisches Lallen (k)ein diagnostischer Marker(!)?. Kindheit und Entwicklung 30, 1, 15-24. DOI: 10.1026/0942-5403/a000324 |
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Zeinab Khastkhodaei, Muthuraman Muthuraman, Jenq-Wei Yang, Sergiu Groppa and Heiko J. Luhmann. 2021. Functional and directed connectivity of the cortico-limbic network in mice in vivo. Brain Structure and Function 226, 3, 685-700. DOI: 10.1007/s00429-020-02202-7 |
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Fabian Panse, André Düjon, Wolfram Wingerath and Benjamin Wollmer. 2021. Generating realistic test datasets for duplicate detection at scale using historical voter data. In Yannis Velegrakis, Demetris Zeinalipour, Panos K. Chrysanthis, Francesco Guerra (Eds.). EDBT 2021, 24th International Conference on Extending Database Technology, Nicosia, Cyprus, March 23-26, proceedings. OpenProceedings, Konstanz, 570-581 DOI: 10.5441/002/edbt.2021.67 |
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Jonas Wilfert, Simon Stieber, Frederik Wilhelm and Wolfgang Reif. 2021. Genetic programming for fiber-threading for fiber-reinforced plastics. In Moris Behnam, Lucia Lo Bello, Thomas Nolte, Marco Porta (Eds.). 2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), Vasteras, Sweden, 7-10 September 2021. IEEE, Piscataway, NJ, 1-8 DOI: 10.1109/etfa45728.2021.9613726 |
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Jason Thies, Lukas Stappen, Gerhard Hagerer, Björn W. Schuller and Georg Groh. 2021. GraphTMT: unsupervised graph-based topic modeling from video transcripts. In Dick Bulterman, Mark Liao, Philip Sheu and Ka-Lok Ng (Ed.). IEEE Seventh International Conference on Multimedia Big Data (BigMM 2021), 15-17 November 2021, Taichung, Taiwan. IEEE, New York, NY, 1-8. DOI: 10.1109/bigmm52142.2021.00009 |
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Kazi Nazmul Haque, Rajib Rana, Jiajun Liu, John Hansen, Nicholas Cummins, Carlos Busso and Björn Schuller. 2021. Guided generative adversarial neural network for representation learning and audio generation using fewer labelled audio data. IEEE/ACM Transactions on Audio, Speech, and Language Processing 29, 2575-2590. DOI: 10.1109/taslp.2021.3098764 |
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Richard Sailer and Jörg Hähner. 2021. HTMT: High-Throughput Multipath Tunnelling for asymmetric paths. In Raimo Kantola, Lars Eggert (Eds.). IFIP Networking Conference (IFIP Networking), 21-24 June 2021, Espoo and Helsinki, Finland. IEEE, Piscataway, NJ, 1-3 DOI: 10.23919/ifipnetworking52078.2021.9472781 |
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Chao Li, Boyang Chen, Ziping Zhao, Nicholas Cummins and Björn W. Schuller. 2021. Hierarchical attention-based temporal convolutional networks for EEG-based emotion recognition. In Dimitri Androutsos, Kostas Plataniotis, Xiao-Ping (Steven) Zhang and Nikolaos Boulgouris (Ed.). International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021), Toronto, ON, Canada, 6-11 June 2021. IEEE, New York, NY, 1240-1244. DOI: 10.1109/icassp39728.2021.9413635 |
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Nikolas Wehner, Michael Seufert, Joshua Schüler, Pedro Casas and Tobias Hoßfeld. 2021. How are your apps doing? QoE inference and analysis in mobile devices. In Prosper Chemouil, Mehmet Ulema, Stuart Clayman, Müge Sayit, Cihat Çetinkaya, Stefano Secci (Eds.). Proceedings of the 2021 17th International Conference on Network and Service Management (CNSM), 25-29 October 2021, Izmir, Turkey. IEEE, Piscataway, NJ, 49-55 DOI: 10.23919/cnsm52442.2021.9615549 |
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Lukas Langer, Matthias Schmitt, Georg Schlick and Johannes Schilp. 2021. Hybride Fertigung mittels Laser-Strahlschmelzen / Hybrid manufacturing by laser-based powder bed fusion. wt Werkstattstechnik online 111, 6, 363-367. DOI: 10.37544/1436-4980-2021-06-7 |
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Ana Maia, Zuguang Gu, André Koch, Mireia Berdiel‐Acer, Rainer Will, Matthias Schlesner and Stefan Wiemann. 2021. IFNβ1 secreted by breast cancer cells undergoing chemotherapy reprograms stromal fibroblasts to support tumour growth after treatment. Molecular Oncology 15, 5, 1308-1329. DOI: 10.1002/1878-0261.12905 |
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Xinzhou Xu, Jun Deng, Zixing Zhang, Chen Wu and Björn Schuller. 2021. Identifying surgical-mask speech using deep neural networks on low-level aggregation. In Chih-Cheng Hung, Jiman Hong, Alessio Bechini and Eunjee Song (Ed.). SAC '21: Proceedings of the 36th Annual ACM Symposium on Applied Computing, Virtual Event, Republic of Korea, March 22 - 26, 2021. ACM, New York, NY, 580-585. DOI: 10.1145/3412841.3441938 |
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Nikolas Wehner, Michael Seufert, Joshua Schüler, Sarah Wassermann, Pedro Casas and Tobias Hoßfeld. 2021. Improving web QoE monitoring for encrypted network traffic through time series modeling. ACM SIGMETRICS Performance Evaluation Review 48, 4, 37-40. DOI: 10.1145/3466826.3466840 |
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Pavel Leahu, Manuel Bange, Dumitru Ciolac, Stefanie Scheiter, Alexandru Matei, Gabriel Gonzalez-Escamilla, Venkata C. Chirumamilla, Stanislav A. Groppa, Muthuraman Muthuraman and Sergiu Groppa. 2021. Increased migraine-free intervals with multifocal repetitive transcranial magnetic stimulation. Brain Stimulation 14, 6, 1544-1552. DOI: 10.1016/j.brs.2021.10.383 |
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Tanja Schneeberger, Fatima Ayman Aly, Daksitha Withanage Don, Katharina Gies, Zita Zeimer, Fabrizio Nunnari and Patrick Gebhard. 2021. Influence of movement energy and affect priming on the perception of virtual characters extroversion and mood. In Zakia Hammal, Carlos Busso, Catherine Pelachaud, Sharon Oviatt, Albert Ali Salah, Guoying Zhao (Eds.). ICMI '21 Companion: Companion Publication of the 2021 International Conference on Multimodal Interaction, Montreal, QC, Canada, October 18 - 22, 2021. ACM, New York, NY, 211-219 DOI: 10.1145/3461615.3485409 |
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Matthias Schmitt, Florian Gerstl, Max Boesele, Max Horn, Georg Schlick, Johannes Schilp and Gunther Reinhart. 2021. Influence of part geometry and feature size on the resulting microstructure and mechanical properties of the case hardening steel 16MnCr5 processed by laser powder bed fusion. Procedia CIRP 104, 726-731. DOI: 10.1016/j.procir.2021.11.122 |
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Björn W. Schuller, Rosalind Picard, Elisabeth André, Jonathan Gratch and Jianhua Tao. 2021. Intelligent signal processing for affective computing. IEEE Signal Processing Magazine 38, 6, 9-11. DOI: 10.1109/msp.2021.3096415 |
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Katharina Bahr, Vincent Geisler, Tilman Huppertz, Sergiu Groppa, Christoph Matthias, Haralampos Gouveris and Muthuraman Muthuraman. 2021. Intensity of respiratory cortical arousals is a distinct pathophysiologic feature and is associated with disease severity in obstructive sleep apnea patients. Brain Sciences 11, 3, 282. DOI: 10.3390/brainsci11030282 |
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Sicheng Zhao, Min Xu, Qingming Huang and Björn Schuller. 2021. Introduction to the special issue on MMAC: multimodal affective computing of large-scale multimedia data. IEEE MultiMedia 28, 2, 8-10. DOI: 10.1109/mmul.2021.3088548 |
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Daniel Leightley, Grace Lavelle, Katie M. White, Shaoxiong Sun, Faith Matcham, Alina Ivan, Carolin Oetzmann, Brenda W. J. H. Penninx, Femke Lamers, Sara Siddi, Josep Mario Haro, Inez Myin-Germeys, Stuart Bruce, Raluca Nica, Alice Wickersham, Peter Annas, David C. Mohr, Sara Simblett, Til Wykes, Nicholas Cummins, Amos Akinola Folarin, Pauline Conde, Yatharth Ranjan, Richard J. B. Dobson, Viabhav A. Narayan and Mathew Hotopf. 2021. Investigating the impact of Covid-19 lockdown on adults with a recent history fo recurrent major depressive disorder: a multi-centre study using remote measurement technology. BMC Psychiatry 21, 1, 435. DOI: 10.1186/s12888-021-03434-5 |
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Tina Wu, Frank Breitinger and Stephen Niemann. 2021. IoT network traffic analysis: opportunities and challenges for forensic investigators?. Forensic Science International: Digital Investigation 38, Supplement, 301123. DOI: 10.1016/j.fsidi.2021.301123 |
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Tobias Huber, Katharina Weitz, Elisabeth André and Ofra Amir. 2021. Local and global explanations of agent behavior: integrating strategy summaries with saliency maps. Artificial Intelligence 301, 103571. DOI: 10.1016/j.artint.2021.103571 |
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Dragana Bajovic, Arian Bakhtiarnia, George Bravos, Alessio Brutti, Felix Burkhardt, Daniel Cauchi, Antony Chazapis, Claire Cianco, Nicola Dall'Asen, Vlado Delic, Christos Dimou, Djordje Djokic, Antonio Escobar-Molero, Lukas Esterle, Florian Eyben, Elisabetta Farella, Thomas Festi, Artemios Geromitsos, Giannis Giakoumakis, George Hatzivasilis, Sotiris Ioannidis, Alexandros Iosifidis, Theodora Kallipolitou, Grigorios Kalogiannis, Akrivi Kiousi, Despina Kopanaki, Manolis Marazakis, Stella Markopoulou, Adrian Muscat, Francesco Paissan, Tomas Pariente Lobo, Dusan Pavlovic, Theofanis P. Raptis, Elisa Ricci, Borja Saez, Farhan Sahito, Kenneth Scerri, Björn Schuller, Nikola Simic, George Spanoudakis, Alex Tomasi, Andreas Triantafyllopoulos, Lorenzo Valerio, Javier Villazan, Yiming Wang, Andre Xuereb and Johan Zammit. 2021. MARVEL: multimodal extreme scale data analytics for smart cities environments. In Dejan Vukobratovic, Petar Djuric, Zoran Hadzi-Velkov, Evgeny Khorov (Eds.). International Balkan Conference on Communications and Networking (BalkanCom 2021), Novi Sad, Serbia, September 20-22, 2021. IEEE, New York, NY, 143-147 DOI: 10.1109/balkancom53780.2021.9593258 |
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Gabriel Gonzalez-Escamilla, Isabelle Miederer, Michel J. Grothe, Mathias Schreckenberger, Muthuraman Muthuraman and Sergiu Groppa. 2021. Metabolic and amyloid PET network reorganization in Alzheimer's disease: differential patterns and partial volume effects. Brain Imaging and Behavior 15, 1, 190-204. DOI: 10.1007/s11682-019-00247-9 |
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Patrick Zimbrod and Johannes Schilp. 2021. Modelling of microstructures during in-situ alloying in additive manufacturing for efficient material qualification processes. In Jörg Franke and Peter Schuderer (Ed.). Simulation in Produktion und Logistik 2021: 19. ASIM-Fachtagung Simulation in Produktion und Logistik, Erlangen, 15. – 17. September 2021. Cuvillier Verlag, Göttingen, 177-188. |
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Lukas Stappen, Eva-Maria Meßner, Erik Cambria, Guoying Zhao and Björn Schuller. 2021. MuSe 2021 Challenge: multimodal emotion, sentiment, physiological-emotion, and stress detection. In Heng Tao Shen, Yueting Zhuang, John R. Smith, Yang Yang, Pablo Cesar, Florian Metze and Balakrishnan Prabhakaran (Ed.). Proceedings of the 29th ACM International Conference on Multimedia, virtual event, China, October 20 - 24, 2021. ACM, New York, NY, 5706-5707. DOI: 10.1145/3474085.3478582 |
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Georgios Rizos, Jenna Lawson, Zhuoda Han, Duncan Butler, James Rosindell, Krystian Mikolajczyk, Cristina Banks-Leite and Björn W. Schuller. 2021. Multi-attentive detection of the spider monkey whinny in the (actual) wild. In Hynek Heřmanský, Honza Černocký, Lukáš Burget, Lori Lamel, Odette Scharenborg and Petr Motlicek (Ed.). Interspeech 2021, Brno, Czechia, 30 August - 3 September 2021. International Speech Communication Association (ISCA), Baixas, 471-475. DOI: 10.21437/interspeech.2021-1969 |
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Patrick Thiam, Viktor Kessler, Mohammadreza Amirian, Peter Bellmann, Georg Layher, Yan Zhang, Maria Velana, Sascha Gruss, Steffen Walter, Harald C. Traue, Daniel Schork, Jonghwa Kim, Elisabeth André, Heiko Neumann and Friedhelm Schwenker. 2021. Multi-modal pain intensity recognition based on the SenseEmotion database. IEEE Transactions on Affective Computing 12, 3, 743-760. DOI: 10.1109/taffc.2019.2892090 |
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Ludwig Nägele, Andreas Schierl, Alwin Hoffmann and Wolfgang Reif. 2021. Multi-robot cooperation for assembly: automated planning and optimization. In Oleg Gusikhin, Kurosh Madani, Janan Zaytoon (Eds.). Informatics in Control, Automation and Robotics: 16th International Conference, ICINCO 2019, Prague, Czech Republic, July 29-31, 2019, revised selected papers. Springer, Cham, 169-192 DOI: 10.1007/978-3-030-63193-2_10 |
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Louis-Philippe Morency, Sakriani Sakti, Björn W. Schuller and Stefan Ultes. 2021. Multimodal machine learning for social interaction with ageing individuals. In Juliana Miehle, Wolfgang Minker, Elisabeth André and Koichiro Yoshino (Ed.). Multimodal agents for ageing and multicultural societies: communications of NII Shonan meetings. Springer, Singapore, 61-70. DOI: 10.1007/978-981-16-3476-5_3 |
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Shuo Liu, Gil Keren, Emilia Parada-Cabaleiro and Björn Schuller. 2021. N-HANS: a neural network-based toolkit for in-the-wild audio enhancement. Multimedia Tools and Applications 80, 28365-28389. DOI: 10.1007/s11042-021-11080-y |
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Elizaveta Sineva, Stefan Grünewald, Annemarie Friedrich and Jonas Kuhn. 2021. Negation-instance based evaluation of end-to-end negation resolution. In Arianna Bisazza, Omri Abend (Eds.). Proceedings of the 25th Conference on Computational Natural Language Learning, November 10–11, 2021, online. Association for Computational Linguistics, Stroudsburg, PA, 528-543 DOI: 10.18653/v1/2021.conll-1.41 |
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J. Eduardo Martinez-Hernandez, Zaynab Hammoud, Alessandra Mara de Sousa, Frank Kramer, Rubens L. do Monte-Neto, Vinicius Maracaja-Coutinho and Alberto J. M. Martin. 2021. Network-based approaches reveal potential therapeutic targets for host-directed antileishmanial therapy driving drug repurposing. Microbiology Spectrum 9, 2, e01018-21. DOI: 10.1128/spectrum.01018-21 |
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Timo Uphaus, Falk Steffen, Muthuraman Muthuraman, Nina Ripfel, Vinzenz Fleischer, Sergiu Groppa, Tobias Ruck, Sven G. Meuth, Refik Pul, Christoph Kleinschnitz, Erik Ellwardt, Julia Loos, Sinah Engel, Frauke Zipp and Stefan Bittner. 2021. NfL predicts relapse-free progression in a longitudinal multiple sclerosis cohort study. eBioMedicine 72, 103590. DOI: 10.1016/j.ebiom.2021.103590 |
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Manuel Bange, Sergiu Groppa and Muthuraman Muthuraman. 2021. Nonlinear irregularities in Parkinson's disease tremor and essential tremor. Clinical Neurophysiology 132, 9, 2255-2256. DOI: 10.1016/j.clinph.2021.06.002 |
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Qiang Wang, Harith Akram, Muthuraman Muthuraman, Gabriel Gonzalez-Escamilla, Sameer A. Sheth, Simón Oxenford, Fang-Cheng Yeh, Sergiu Groppa, Nora Vanegas-Arroyave, Ludvic Zrinzo, Ningfei Li, Andrea Kühn and Andreas Horn. 2021. Normative vs. patient-specific brain connectivity in deep brain stimulation. NeuroImage 224, 117307. DOI: 10.1016/j.neuroimage.2020.117307 |
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Simon Reich, Dajie Zhang, Tomas Kulvicius, Sven Bölte, Karin Nielsen-Saines, Florian B. Pokorny, Robert Peharz, Luise Poustka, Florentin Wörgötter, Christa Einspieler and Peter B. Marschik. 2021. Novel AI driven approach to classify infant motor functions. Scientific Reports 11, 1, 9888. DOI: 10.1038/s41598-021-89347-5 |
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C. Blume, Helin Dogan, Lisa Schweizer, Wyatt Wick, Michael G. Weller, Martina Mann, Michel Kalamarides, A. von Deimling, Matthias Schlesner and Franziska Sahm. 2021. OS12.7. A characterization of intra-tumoral heterogeneity and differential immune activation during malignant progression of meningiomas on single cell level. Neuro-Oncology 23, Supplement 2, ii15-ii16. DOI: 10.1093/neuonc/noab180.050 |
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Bernhard Möller, Peter O’Hearn and Tony Hoare. 2021. On algebra of program correctness and incorrectness. Lecture Notes in Computer Science 13027, 325-343. DOI: 10.1007/978-3-030-88701-8_20 |
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Tobias Hoßfeld, Michael Seufert and Babak Naderi. 2021. On inter-rater reliability for crowdsourced QoE. In Tiago Falk, Amy Reibman, Hantao Liu, Florian Metzger (Eds.). 2021 13th International Conference on Quality of Multimedia Experience (QoMEX), 14-17 June 2021, Montreal, QC, Canada. IEEE, Piscataway, NJ, 37-42 DOI: 10.1109/qomex51781.2021.9465382 |
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Irena Orsolic and Michael Seufert. 2021. On machine learning based video QoE estimation across different networks. In Martina Antonić, Jurica Babić (Eds.). 16th International Conference on Telecommunications (ConTEL), 30 June - 2 July 2021, Zagreb, Croatia. IEEE, Piscataway, NJ, 62-69 DOI: 10.23919/contel52528.2021.9495971 |
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Shahin Amiriparian, Artem Sokolov, Ilhan Aslan, Lukas Christ, Maurice Gerczuk, Tobias Hübner, Dimitry Lamanov, Manuel Milling, Sandra Ottl, Ilya Poduremennykh, Evgeniy Shuranov and Björn W. Schuller. in press. On the impact of word error rate on acoustic-linguistic speech emotion recognition: an update for the deep learning era. preprint. |
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Silvan Mertes, Thomas Kiderle, Ruben Schlagowski, Florian Lingenfelser and Elisabeth André. 2021. On the potential of modular voice conversion for virtual agents. In 2021 9th International Conference on Affective Computing and Intelligent Interaction, Workshops and Demos (ACIIW), 28 September – 1 October, 2021, Virtual Event, Nara, Japan. IEEE, Piscataway, NJ, 1-7 DOI: 10.1109/ACIIW52867.2021.9666349 |
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Leon Marcel Adler, Rudolf F. Guthoff and Oliver Stachs. 2021. Optische Technologien, digital unterstützt: Operationsmikroskop – quo vadis?. Klinische Monatsblätter für Augenheilkunde 238, 12, 1283-1289. DOI: 10.1055/a-1642-3263 |
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Patrick Ring, Julian Keil, Muthuraman Muthuraman, Stephan Wolff, Til Ole Bergmann, Catharina Probst, Levent Neyse, Ulrich Schmidt, Thilo van Eimeren and Christian Kaernbach. 2021. Oscillatory brain activity associated with skin conductance responses in the context of risk. Journal of Neurophysiology 126, 3, 924-933. DOI: 10.1152/jn.00014.2021 |
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Jörg Mische, Martin Frieb, Alexander Stegmeier and Theo Ungerer. 2021. PIMP my many-core: pipeline-integrated message passing. International Journal of Parallel Programming 49, 487-505. DOI: 10.1007/s10766-020-00685-9 |
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Arwed Schütz, Michael Olbrich, Siyang Hu, Christoph Ament and Tamara Bechtold. 2021. Parametric system-level models for position-control of novel electromagnetic free flight microactuator. Microelectronics Reliability 119, 114062. DOI: 10.1016/j.microrel.2021.114062 |
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Markus Endres, Renukswamy Chikkamath, Vishvapalsinhji Ramsinh Parmar and Christoph Hewel. in press. Patent sentiment analysis to highlight patent paragraphs. preprint. DOI: 10.48550/arXiv.2111.09741 |
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Matthias Hirth, Michael Seufert, Stanislav Lange, Markus Meixner and Phuoc Tran-Gia. 2021. Performance evaluation of hybrid crowdsensing and fixed sensor systems for event detection in urban environments. Sensors 21, 17, 5880. DOI: 10.3390/s21175880 |
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Simon Stieber, Niklas Schroter, Ewald Fauster, Alexander Schiendorfer and Wolfgang Reif. 2021. PermeabilityNets: comparing neural network architectures on a sequence-to-instance task in CFRP manufacturing. In M. Arif Wani, Ishwar Sethi, Weisong Shi, Guangzhi Qu, Daniela Stan Raicu, Ruoming Jin (Eds.). 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA), Pasadena, CA, USA, 13-16 December 2021. IEEE, Piscataway, NJ, 694-697 DOI: 10.1109/icmla52953.2021.00116 |
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Ognjen Rudovic, Nicolas Tobis, Sebastian Kaltwang, Björn Schuller, Daniel Rueckert, Jeffrey F. Cohn and Rosalind W. Picard. in press. Personalized federated deep learning for pain estimation from face images. preprint. |
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Ali Girayhan Özbay, Arash Hamzehloo, Sylvain Laizet, Panagiotis Tzirakis, Georgios Rizos and Björn Schuller. 2021. Poisson CNN: convolutional neural networks for the solution of the Poisson equation on a Cartesian mesh. Data-Centric Engineering 2, e6. DOI: 10.1017/dce.2021.7 |
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Bob R. Schadenberg, Dennis Reidsma, Vanessa Evers, Daniel P. Davison, Jamy J. Li, Dirk K. J. Heylen, Carlos Neves, Paulo Alvito, Jie Shen, Maja Pantić, Björn Schuller, Nicholas Cummins, Vlad Olaru, Cristian Sminchisescu, Snežana Babović Dimitrijević, Sunčica Petrović, Aurélie Baranger, Alria Williams, Alyssa M. Alcorn and Elizabeth Pellicano. 2021. Predictable robots for autistic children: variance in robot behaviour, idiosyncrasies in autistic children's characteristics, and child–robot engagement. ACM Transactions on Computer-Human Interaction 28, 5, 36. DOI: 10.1145/3468849 |
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Meishu Song, Kun Qian, Bin Chen, Keiju Okabayashi, Emilia Parada-Cabaleiro, Zijiang Yang, Shuo Liu, Kazumasa Togami, Ichiro Hidaka, Yueheng Wang, Björn Schuller and Yoshiharu Yamamoto. 2021. Predicting group work performance from physical handwriting features in a smart English classroom. In Ce Zhu, Tao Zhang and Haiquan Zhao (Ed.). ICDSP 2021: 5th International Conference on Digital Signal Processing 2021, Chengdu, China, February 26 - 28, 2021. ACM, New York, NY, 140-145. DOI: 10.1145/3458380.3458404 |
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Liang Zhang, Kun Qian, Björn W. Schuller and Yasushi Shibuta. 2021. Prediction on mechanical properties of non-equiatomic high-entropy alloy by atomistic simulation and machine learning. Metals 11, 6, 922. DOI: 10.3390/met11060922 |
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Michael E. J. Buhl, Jan P. Meier-Kolthoff and Matthias Marschal. 2021. Prevotella illustrans sp. nov., derived from human oropharyngeal abscess puncture fluid. International Journal of Systematic and Evolutionary Microbiology 71, 12. DOI: 10.1099/ijsem.0.005146 |
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Yekta Said Can and Cem Ersoy. 2021. Privacy-preserving federated deep learning for wearable IoT-based biomedical monitoring. ACM Transactions on Internet Technology 21, 1, 21. DOI: 10.1145/3428152 |
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Vinata Vedam-Mai, Karl Deisseroth, James Giordano, Gabriel Lazaro-Munoz, Winston Chiong, Nanthia Suthana, Jean-Philippe Langevin, Jay Gill, Wayne Goodman, Nicole R. Provenza, Casey H. Halpern, Rajat S. Shivacharan, Tricia N. Cunningham, Sameer A. Sheth, Nader Pouratian, Katherine W. Scangos, Helen S. Mayberg, Andreas Horn, Kara A. Johnson, Christopher R. Butson, Ro’ee Gilron, Coralie de Hemptinne, Robert Wilt, Maria Yaroshinsky, Simon Little, Philip Starr, Greg Worrell, Prasad Shirvalkar, Edward Chang, Jens Volkmann, Muthuraman Muthuraman, Sergiu Groppa, Andrea A. Kühn, Luming Li, Matthew Johnson, Kevin J. Otto, Robert Raike, Steve Goetz, Chengyuan Wu, Peter Silburn, Binith Cheeran, Yagna J. Pathak, Mahsa Malekmohammadi, Aysegul Gunduz, Joshua K. Wong, Stephanie Cernera, Wei Hu, Aparna Wagle Shukla, Adolfo Ramirez-Zamora, Wissam Deeb, Addie Patterson, Kelly D. Foote and Michael S. Okun. 2021. Proceedings of the Eighth Annual Deep Brain Stimulation Think Tank: advances in optogenetics, ethical issues affecting DBS research, neuromodulatory approaches for depression, adaptive neurostimulation, and emerging DBS technologies. Frontiers in Human Neuroscience 15, 644593. DOI: 10.3389/fnhum.2021.644593 |
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Elisabeth André, Willhelm Bauer, Martin Braun, Chi-Tai Dang, Matthias Peissner and Katharina Weitz. 2021. Projektbericht: KI-Kompetenzentwicklung bei Sach- und Produktionsarbeit. Lernende Systeme – Die Plattform für Künstliche Intelligenz, München. DOI: 10.48669/pls_2021-4 |
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M. Storck, S. Sandmann, P. Bruland, M. P. Pereira, S. Steinke, C. Riepe, Iñaki Soto‐Rey, S. Garcovich, M. Augustin, C. Blome, S. Bobko, F. J. Legat, N. Potekaev, A. Lvov, L. Misery, W. Weger, A. Reich, E. Şavk, M. Streit, E. Serra‐Baldrich, J. C. Szepietowski, M. Dugas, S. Ständer and C. Zeidler. 2021. Pruritus intensity scales across Europe: a prospective validation study. Journal of the European Academy of Dermatology and Venereology 35, 5, 1176-1185. DOI: 10.1111/jdv.17111 |
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Muhammad Aslam, Nirosiya Kandasamy, Anwar Ullah, Nagarajan Paramasivam, Mehmet Ali Öztürk, Saima Naureen, Abida Arshad, Mazhar Badshah, Kafaitullah Khan, Muhammad Wajid, Rashda Abbasi, Muhammad Ilyas, Roland Eils, Matthias Schlesner, Rebecca C. Wade, Nafees Ahmad and Jakob von Engelhardt. 2021. Putative second hit rare genetic variants in families with seemingly GBA-associated Parkinson's disease. npj Genomic Medicine 6, 1, 2. DOI: 10.1038/s41525-020-00163-8 |
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Nikolas Wehner, Michael Seufert, Viktoria Wiesner, Pedro Casas and Germán Capdehourat. 2021. Quality that matters: QoE monitoring in education service provider (ESP) networks. In IFIP/IEEE International Symposium on Integrated Network Management (IM), 17-21 May 2021, Bordeaux, France. IEEE, Piscataway, NJ, 830-835 |
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Phillip W. K. Jensen, Lasse Bjørn Kristensen, Jakob S. Kottmann and Alán Aspuru-Guzik. 2021. Quantum computation of eigenvalues within target intervals. Quantum Science and Technology 6, 1, 015004. DOI: 10.1088/2058-9565/abc096 |
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Jakob S. Kottmann, Mario Krenn, Thi Ha Kyaw, Sumner Alperin-Lea and Alán Aspuru-Guzik. 2021. Quantum computer-aided design of quantum optics hardware. Quantum Science and Technology 6, 3, 035010. DOI: 10.1088/2058-9565/abfc94 |
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Constantin Wanninger, Sebastian Rossi, Martin Schörner, Alwin Hoffmann, Alexander Poeppel, Christian Eymüller and Wolfgang Reif. 2021. ROSSi a graphical programming interface for ROS 2. In 2021 21st International Conference on Control, Automation and Systems (ICCAS), 12-15 October 2021, Jeju, Republic of Korea. IEEE, Piscataway, NJ, 255-262 DOI: 10.23919/ICCAS52745.2021.9649736 |
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Christian Eymüller, Julian Hanke, Alwin Hoffmann, Wolfgang Reif, Markus Kugelmann and Florian Gratz. 2021. RealCaPP: Real-time capable Plug & Produce communication platform with OPC UA over TSN for distributed industrial robot control. In 2021 IEEE 17th International Conference on Automation Science and Engineering (CASE), 23-27 August 2021, Lyon, France. IEEE, Piscataway, NJ, 585-590 DOI: 10.1109/case49439.2021.9551484 |
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Kun Qian, Björn W. Schuller and Yoshiharu Yamamoto. 2021. Recent advances in computer audition for diagnosing COVID-19: an overview. In 3rd Global Conference on Life Sciences and Technologies (IEEE LifeTech 2021), Nara, Japan, 9-11 March 2021. IEEE, New York, NY, 181-182. DOI: 10.1109/lifetech52111.2021.9391791 |
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Peter Schumann, Franziska Kalensee, Jialan Cao, Alexis Criscuolo, Dominique Clermont, Johann Michael Köhler, Jan P. Meier-Kolthoff, Meina Neumann-Schaal, Brian J. Tindall and Rüdiger Pukall. 2021. Reclassification of Haloactinobacterium glacieicola as Occultella glacieicola gen. nov., comb. nov., of Haloactinobacterium album as Ruania alba comb. nov, with an emended description of the genus Ruania, recognition that the genus names Haloactinobacterium and Ruania are heterotypic synonyms and description of Occultella aeris sp. nov., a halotolerant isolate from surface soil sampled at an ancient copper smelter. International Journal of Systematic and Evolutionary Microbiology 71, 4. DOI: 10.1099/ijsem.0.004769 |
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Vincent Karas and Björn W. Schuller. 2021. Recognising Covid-19 from coughing using ensembles of SVMs and LSTMs with handcrafted and deep audio features. In Hynek Heřmanský, Honza Černocký, Lukáš Burget, Lori Lamel, Odette Scharenborg and Petr Motlicek (Ed.). Interspeech 2021, Brno, Czechia, 30 August - 3 September 2021. International Speech Communication Association (ISCA), Baixas, 911-915. DOI: 10.21437/interspeech.2021-1267 |
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Jakob S. Kottmann, Philipp Schleich, Teresa Tamayo-Mendoza and Alán Aspuru-Guzik. 2021. Reducing qubit requirements while maintaining numerical precision for the variational quantum eigensolver: a basis-set-free approach. The Journal of Physical Chemistry Letters 12, 1, 663-673. DOI: 10.1021/acs.jpclett.0c03410 |
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Judith Dineley, Grace Lavelle, Daniel Leightley, Faith Matcham, Sara Siddi, Maria Teresa Peñarrubia-María, Katie M. White, Alina Ivan, Carolin Oetzmann, Sara Simblett, Erin Dawe-Lane, Stuart Bruce, Daniel Stahl, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Amos A. Folarin, Josep Maria Haro, Til Wykes, Richard J. B. Dobson, Vaibhav A. Narayan, Matthew Hotopf, Björn W. Schuller and Nicholas Cummins. 2021. Remote smartphone-based speech collection: acceptance and barriers in individuals with major depressive disorder. In Hynek Heřmanský, Honza Černocký, Lukáš Burget, Lori Lamel, Odette Scharenborg and Petr Motlicek (Ed.). Interspeech 2021, Brno, Czechia, 30 August - 3 September 2021. ISCA, Baixas, 631-635. DOI: 10.21437/Interspeech.2021-1240 |
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Benjamin Sertolli, Zhao Ren, Björn Schuller and Nicholas Cummins. 2021. Representation transfer learning from deep end-to-end speech recognition networks for the classification of health states from speech. Computer Speech & Language 68, 101204. DOI: 10.1016/j.csl.2021.101204 |
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Martin Neumayer. 2021. Research challenges in adaptive production systems. In Sven Tomforde and Christian Krupitzer (Ed.). Organic Computing: Doctoral Dissertation Colloquium 2020. kassel university press, Kassel (Intelligent Embedded Systems ; 18), 33-46. DOI: 10.17170/kobra-202103173535 |
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Stefan Grünewald, Frederik Tobias Oertel and Annemarie Friedrich. 2021. RobertNLP at the IWPT 2021 shared task: simple enhanced UD parsing for 17 languages. In Stephan Oepen, Kenji Sagae, Reut Tsarfaty, Gosse Bouma, Djamé Seddah, Daniel Zeman (Eds.). Proceedings of the 17th International Conference on Parsing Technologies and the IWPT 2021 Shared Task on Parsing into Enhanced Universal Dependencies (IWPT 2021), August 6, 2021, Bangkok, Thailand (online). Association for Computational Linguistics, Stroudsburg, PA, 196-203 DOI: 10.18653/v1/2021.iwpt-1.21 |
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Katrin D. Bartl-Pokorny, Malgorzata Pykala, Pinar Uluer, Duygun Erol Barkana, Alice Baird, Hatice Kose, Tatjana Zorcec, Ben Robins, Björn W. Schuller and Agnieszka Landowska. 2021. Robot-based intervention for children with autism spectrum disorder: a systematic literature review. IEEE Access 9, 165433-165450. DOI: 10.1109/access.2021.3132785 |
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Dominik Müller, Iñaki Soto-Rey and Frank Kramer. 2021. Robust chest CT image segmentation of COVID-19 lung infection based on limited data. Informatics in Medicine Unlocked 25, 100681. DOI: 10.1016/j.imu.2021.100681 |
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Charles Ringer, Cristiana Pacheco, Georgiana Cristina Dobre and Diego Perez-Liebana. 2021. Rolling horizon co-evolution in two-player general video game playing. In AISB Convention 2021: Communication and Conversations, 7-9 April 2021, online. Society for the Study of Artificial Intelligence and Simulation of Behaviour, Bath, 18-23 |
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Jean Kossaifi, Robert Walecki, Yannis Panagakis, Jie Shen, Maximilian Schmitt, Fabien Ringeval, Jing Han, Vedhas Pandit, Antoine Toisoul, Björn Schuller, Kam Star, Elnar Hajiyev and Maja Pantic. 2021. SEWA DB: a rich database for audio-visual emotion and sentiment research in the wild. IEEE Transactions on Pattern Analysis and Machine Intelligence 43, 3, 1022-1040. DOI: 10.1109/tpami.2019.2944808 |
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Johannes Kastner and Peter M. Fischer. 2021. Scalable and explainable user role detection in social media. In Ladjel Bellatreche, Marlon Dumas, Panagiotis Karras, Raimundas Matulevičius, Ahmed Awad, Matthias Weidlich, Mirjana Ivanović and Olaf Hartig (Ed.). New Trends in Database and Information Systems: ADBIS 2021 Short Papers, Doctoral Consortium and Workshops: DOING, SIMPDA, MADEISD, MegaData, CAoNS, Tartu, Estonia, August 24-26, 2021, Proceedings. Springer, Berlin (Communications in Computer and Information Science ; 1450), 263-275. DOI: 10.1007/978-3-030-85082-1_23 |
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Daniel Bermuth, Alexander Poeppel and Wolfgang Reif. 2021. Scribosermo: fast speech-to-text models for German and other languages. preprint. DOI: 10.48550/arXiv.2110.07982 |
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Ziping Zhao, Zhongtian Bao, Zixing Zhang, Nicholas Cummins, Shihuang Sun, Haishuai Wang, Jianhua Tao and Björn W. Schuller. 2021. Self-attention transfer networks for speech emotion recognition. Virtual Reality & Intelligent Hardware 3, 1, 43-54. DOI: 10.1016/j.vrih.2020.12.002 |
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Katja Ludwig, Sebastian Scherer, Moritz Einfalt and Rainer Lienhart. 2021. Self-supervised learning for human pose estimation in sports. In IEEE International Conference on Multimedia and Expo 2021 (ICME), 5-9 July 2021, Shenzhen, China. IEEE, Piscataway, NJ, 1-6 DOI: 10.1109/ICMEW53276.2021.9456000 |
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Davide Bilò, Tobias Friedrich, Pascal Lenzner, Stefanie Lowski and Anna Melnichenko. 2021. Selfish creation of social networks. Proceedings of the AAAI Conference on Artificial Intelligence 35, 6, 5185-5193. DOI: 10.1609/aaai.v35i6.16655 |
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Constantin Wanninger, Luca Alfano, Martin Schörner, Alwin Hoffmann, Oliver Kosak and Wolfgang Reif. 2021. Semantic plug and play: an architecture combining linked data and reconfigurable hardware. In Dick Bulterman, Atsushi Kitazawa, David Ostrowski, Phillip Sheu and Jeffrey Tsai (Ed.). 2021 IEEE 15th International Conference on Semantic Computing (ICSC), 27-29 January 2021, Laguna Hills, CA, USA, virtual event. IEEE, Piscataway, NJ, 203-206. DOI: 10.1109/icsc50631.2021.00043 |
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Kun Qian, Tomoya Koike, Kota Tamada, Toru Takumi, Björn W. Schuller and Yoshiharu Yamamoto. 2021. Sensing the sounds of silence: a pilot study on the detection of model mice of autism spectrum disorder from ultrasonic vocalisations. In Riccardo Barbieri (Ed.). 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2021), 1-5 November 2021, Mexico. IEEE, New York, NY, 68-71. DOI: 10.1109/embc46164.2021.9630793 |
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Lukas Stappen, Alice Baird, Erik Cambria, Björn Schuller and Erik Cambria. 2021. Sentiment analysis and topic recognition in video transcriptions. IEEE Intelligent Systems 36, 2, 88-95. DOI: 10.1109/mis.2021.3062200 |
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Caspar B. Seitz, Falk Steffen, Muthuraman Muthuraman, Timo Uphaus, Julia Krämer, Sven G. Meuth, Philipp Albrecht, Sergiu Groppa, Frauke Zipp, Stefan Bittner and Vinzenz Fleischer. 2021. Serum neurofilament levels reflect outer retinal layer changes in multiple sclerosis. Therapeutic Advances in Neurological Disorders 14, 1-14. DOI: 10.1177/17562864211003478 |
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Dumitru Ciolac, Gabriel Gonzalez-Escamilla, Angela Radetz, Vinzenz Fleischer, Maren Person, Andreas Johnen, Nils C. Landmeyer, Julia Krämer, Muthuraman Muthuraman, Sven G. Meuth and Sergiu Groppa. 2021. Sex-specific signatures of intrinsic hippocampal networks and regional integrity underlying cognitive status in multiple sclerosis. Brain Communications 3, 3, fcab198. DOI: 10.1093/braincomms/fcab198 |
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Dean Lee, Ross Fulton, Monika Manne, Liang Schweizer and Andreas Raue. in press. Single-cell immune profiling with TCR clonotype barcoding identifies biomarker signatures that predict response to immune checkpoint blockade. preprint. DOI: 10.1101/2021.04.13.439713 |
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Franziska Babel, Johannes Kraus, Linda Miller, Matthias Kraus, Nicolas Wagner, Wolfgang Minker and Martin Baumann. 2021. Small talk with a robot? The impact of dialog content, talk initiative, and gaze behavior of a social robot on trust, acceptance, and proximity. International Journal of Social Robotics 13, 6, 1485-1498. DOI: 10.1007/s12369-020-00730-0 |
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Thomas Kiderle, Hannes Ritschel, Kathrin Janowski, Silvan Mertes, Florian Lingenfelser and Elisabeth André. 2021. Socially-aware personality adaptation. In 2021 9th International Conference on Affective Computing and Intelligent Interaction, Workshops and Demos (ACIIW), 28 September – 1 October, 2021, Virtual Event, Nara, Japan. IEEE, Piscataway, NJ, 1-8 DOI: 10.1109/ACIIW52867.2021.9666197 |
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Björn W. Schuller and Michael F. McTear. 2021. Socio-cognitive language processing for special user groups. In Juliana Miehle, Wolfgang Minker, Elisabeth André and Koichiro Yoshino (Ed.). Multimodal agents for ageing and multicultural societies: communications of NII Shonan meetings. Springer, Singapore, 87-95. DOI: 10.1007/978-981-16-3476-5_5 |
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Pascal Hecker, Florian B. Pokorny, Katrin D. Bartl-Pokorny, Uwe Reichel, Zhao Ren, Simone Hantke, Florian Eyben, Dagmar M. Schuller, Bert Arnrich and Björn W. Schuller. 2021. Speaking corona? Human and machine recognition of COVID-19 from voice. In Hynek Heřmanský, Honza Černocký, Lukáš Burget, Lori Lamel, Odette Scharenborg and Petr Motlicek (Ed.). Interspeech 2021, Brno, Czechia, 30 August - 3 September 2021. International Speech Communication Association (ISCA), Baixas, 1029-1033. DOI: 10.21437/interspeech.2021-1771 |
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Panagiotis Tzirakis, Anh Nguyen, Stefanos Zafeiriou and Björn W. Schuller. 2021. Speech emotion recognition using semantic information. In Dimitri Androutsos, Kostas Plataniotis, Xiao-Ping (Steven) Zhang and Nikolaos Boulgouris (Ed.). International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021), Toronto, CN, Canada, 6-11 June 2021. IEEE, New York, NY, 6279-6283. DOI: 10.1109/icassp39728.2021.9414866 |
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David Heidler von Heilborn, Jessica Reinmüller, Georg Hölzl, Jan P. Meier-Kolthoff, Christian Woehle, Magdalena Marek, Bruno Hüttel and André Lipski. 2021. Sphingomonas aliaeris sp. nov., a new species isolated from pork steak packed under modified atmosphere. International Journal of Systematic and Evolutionary Microbiology 71, 8. DOI: 10.1099/ijsem.0.004973 |
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Samir Benbakreti, Mohamed Benouis, Ahmed Roumane and Soumia Benbakreti. 2021. Stacked autoencoder for Arabic handwriting word recognition. International Journal of Computational Science and Engineering 24, 6, 629-638. DOI: 10.1504/ijcse.2021.119988 |
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Michael Seufert. 2021. Statistical methods and models based on quality of experience distributions. Quality and User Experience 6, 1, 3. DOI: 10.1007/s41233-020-00044-z |
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Lars Michels, Nabin Koirala, Sergiu Groppa, Roger Luechinger, Andreas R. Gantenbein, Peter S. Sandor, Spyros Kollias, Franz Riederer and Muthuraman Muthuraman. 2021. Structural brain network characteristics in patients with episodic and chronic migraine. The Journal of Headache and Pain 22, 1, 8. DOI: 10.1186/s10194-021-01216-8 |
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Antti Valmari and Walter Vogler. 2021. Stubborn sets, frozen actions, and fair testing. Fundamenta Informaticae 178, 1-2, 139-172. DOI: 10.3233/fi-2021-2001 |
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Meishu Song, Emilia Parada-Cabaleiro, Shuo Liu, Manuel Milling, Alice Baird, Zijiang Yang and Björn W. Schuller. 2021. Supervised contrastive learning for game-play frustration detection from speech. Lecture Notes in Computer Science 12768, 617-629. DOI: 10.1007/978-3-030-78092-0_43 |
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Alexandru-Gabriel Pielmus, Jens Mühlstef, Erik Bresch, Martin Glos, Christiane Jungen, Stefan Mieke, Reinhold Orglmeister, Andreas Schulze, Birgit Stender, Verena Voigt and Sebastian Zaunseder. 2021. Surrogate based continuous noninvasive blood pressure measurement. Biomedical Engineering / Biomedizinische Technik 66, 3, 231-245. DOI: 10.1515/bmt-2020-0209 |
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Wenzel Baron Pilar von Pilchau, Anthony Stein and Jörg Hähner. 2021. Synthetic experiences for accelerating DQN performance in discrete non-deterministic environments. Algorithms 14, 8, 226. DOI: 10.3390/a14080226 |
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Patrick Purucker, Josef Schmid, Alfred Hob and Björn W. Schuller. 2021. System requirements specification for unmanned aerial vehicle (UAV) to server communication. In International Conference on Unmanned Aircraft Systems (ICUAS 2021), Athens, Greece, 15-18 June 2021. IEEE, New York, NY, 1499-1508. DOI: 10.1109/icuas51884.2021.9476799 |
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Arwed Schütz, Sönke Maeter and Tamara Bechtold. 2021. System-level modelling and simulation of a multiphysical kick and catch actuator system. Actuators 10, 11, 279. DOI: 10.3390/act10110279 |
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Jakob S. Kottmann, Sumner Alperin-Lea, Teresa Tamayo-Mendoza, Alba Cervera-Lierta, Cyrille Lavigne, Tzu-Ching Yen, Vladyslav Verteletskyi, Philipp Schleich, Abhinav Anand, Matthias Degroote, Skylar Chaney, Maha Kesibi, Naomi Grace Curnow, Brandon Solo, Georgios Tsilimigkounakis, Claudia Zendejas-Morales, Artur F. Izmaylov and Alán Aspuru-Guzik. 2021. TEQUILA: a platform for rapid development of quantum algorithms. Quantum Science and Technology 6, 2, 024009. DOI: 10.1088/2058-9565/abe567 |
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Ruben Schlagowski, Silvan Mertes and Elisabeth André. 2021. Taming the chaos: exploring graphical input vector manipulation user interfaces for GANs in a musical context. In AM '21: Audio Mostly 2021, virtual/Trento, Italy, September 1-3, 2021. ACM, New York, NY (International Conference Proceeding Series (ICPS)), 216-223. DOI: 10.1145/3478384.3478411 |
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Luke Haliburton, Alexander Heimerl, Stephanie Böhme, Elisabeth André and Albrecht Schmidt. 2021. Teaching ethics as a creative subject: ideas from an interdisciplinary workshop. IEEE Pervasive Computing 20, 3, 68-71. DOI: 10.1109/mprv.2021.3094814 |
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Subhash Chandra Pujari, Tim Tarsi, Jannik Strötgen and Annemarie Friedrich. 2021. Team RobertNLP at the BioCreative VII LitCovid track: neural document classification using SciBERT. In Cecilia Arighi (Ed.). Proceedings of the BioCreative VII Challenge Evaluation Workshop, November 08-11, 2021. University of Delaware, Newark, DE, 332-335 |
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Gerald A. Urban, Kurt Becker, Martin Braecklein, Birgit Habenstein, Petra Knaup, Andreas Melzer, Thomas Stieglitz and Sebastian Zaunseder. 2021. Technologische Souveränität in der Biomedizinischen Technik - der Mensch im Fokus. VDE Verband der Elektrotechnik Elektronik Informationstechnik, Frankfurt am Main. |
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Mahak Singhal, Nicolas Gengenbacher, Ashik Ahmed Abdul Pari, Miki Kamiyama, Ling Hai, Bianca J. Kuhn, David M. Kallenberg, Shubhada R. Kulkarni, Carlotta Camilli, Stephanie F. Preuß, Barbara Leuchs, Carolin Mogler, Elisa Espinet, Eva Besemfelder, Danijela Heide, Mathias Heikenwalder, Martin R. Sprick, Andreas Trumpp, Jeroen Krijgsveld, Matthias Schlesner, Junhao Hu, Stephen E. Moss, John Greenwood and Hellmut G. Augustin. 2021. Temporal multi-omics identifies LRG1 as a vascular niche instructor of metastasis. Science Translational Medicine 13, 609. DOI: 10.1126/scitranslmed.abe6805 |
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Yekta Said Can and Mustafa Erdem Kabadayi. 2021. Text detection and recognition by using CNNs in the Austro-Hungarian historical military mapping survey. In HIP '21: Proceedings of the 6th International Workshop on Historical Document Imaging and Processing, September 5-6, 2021, Lausanne, Switzerland. ACM, New York, NY, 25-30 DOI: 10.1145/3476887.3476904 |
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Gauri Deshpande and Björn W. Schuller. 2021. The DiCOVA 2021 Challenge: an encoder-decoder approach for COVID-19 recognition from coughing audio. In Hynek Heřmanský, Honza Černocký, Lukáš Burget, Lori Lamel, Odette Scharenborg and Petr Motlicek (Ed.). Interspeech 2021, Brno, Czechia, 30 August - 3 September 2021. International Speech Communication Association (ISCA), Baixas, 931-935. DOI: 10.21437/interspeech.2021-811 |
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Zhao Ren, Yi Chang and Björn W. Schuller. in press. The EIHW-GLAM deep attentive multi-model fusion system for cough-based COVID-19 recognition in the DiCOVA 2021 challenge. preprint. |
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Björn Schuller, Anton Batliner, Christian Bergler, Cecilia Mascolo, Jing Han, Iulia Lefter, Heysem Kaya, Shahin Amiriparian, Alice Baird, Lukas Stappen, Sandra Ottl, Maurice Gerczuk, Panaguiotis Tzirakis, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Leon J. M. Rothkrantz, Joeri Zwerts, Jelle Treep and Casper Kaandorp. 2021. The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 cough, COVID-19 speech, escalation & primates. In Hynek Heřmanský, Honza Černocký, Lukáš Burget, Lori Lamel, Odette Scharenborg, Petr Motlicek (Eds.). Proceedings INTERSPEECH 2021, ISCA, Brno, Czechia, 30 August - 3 September 2021. ISCA, Baixas, 431-435 DOI: 10.21437/Interspeech.2021-19 |
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Lukas Stappen, Alice Baird, Lukas Christ, Lea Schumann, Benjamin Sertolli, Eva-Maria Meßner, Erik Cambria, Guoying Zhao and Björn W. Schuller. 2021. The MuSe 2021 Multimodal Sentiment Analysis Challenge: sentiment, emotion, physiological-emotion, and stress. In Björn W. Schuller, Lukas Stappen, Eva-Maria Meßner, Erik Cambria, Guoying Zhao (Eds.). Proceedings of the 2nd on Multimodal Sentiment Analysis Challenge, Virtual Event, China, 24 October 2021. ACM, New York, NY, 5-14 DOI: 10.1145/3475957.3484450 |
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N.P. Narendra, Björn Schuller and Paavo Alku. 2021. The detection of Parkinson's disease from speech using voice source information. IEEE/ACM Transactions on Audio, Speech, and Language Processing 29, 1925-1936. DOI: 10.1109/taslp.2021.3078364 |
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Norbert Kolotzek, Pierre G. Aublin and Bernhard U. Seeber. 2021. The effect of early and late reflections on binaural unmasking. In Holger Waubke, Peter Balazs (Eds.). Fortschritte der Akustik - DAGA 2021: 47. Jahrestagung für Akustik, 15.-18. August 2021, Wien und Online; Tagungsband. Deutsche Gesellschaft für Akustik e.V. (DEGA), Berlin, 282-284 |
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Emilia Parada-Cabaleiro, Anton Batliner and Björn Schuller. 2021. The effect of music in anxiety reduction: a psychological and physiological assessment. Psychology of Music 49, 6, 1637-1653. DOI: 10.1177/0305735620968902 |
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Adria Mallol-Ragolta, Shuo Liu and Björn W. Schuller. 2021. The filtering effect of face masks in their detection from speech. In Riccardo Barbieri (Ed.). 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2021), 1-5 November 2021, Mexico. IEEE, New York, NY, 2079-2082. DOI: 10.1109/embc46164.2021.9630634 |
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Andreas Triantafyllopoulos and Björn W. Schuller. 2021. The role of task and acoustic similarity in audio transfer learning: insights from the speech emotion recognition case. In Dimitri Androutsos, Kostas Plataniotis, Xiao-Ping (Steven) Zhang and Boulgouris Nikolaos (Ed.). International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021), Toronto, ON, Canada, 6-11 June 2021. IEEE, New York, NY, 7268-7272. DOI: 10.1109/icassp39728.2021.9414896 |
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Matthias Kraus, Nicolas Wagner, Zoraida Callejas and Wolfgang Minker. 2021. The role of trust in proactive conversational assistants. IEEE Access 9, 112821-112836. DOI: 10.1109/access.2021.3103893 |
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Katrin D. Bartl-Pokorny, Florian B. Pokorny, Anton Batliner, Shahin Amiriparian, Anastasia Semertzidou, Florian Eyben, Elena Kramer, Florian Schmidt, Rainer Schönweiler, Markus Wehler and Björn Schuller. 2021. The voice of COVID-19: acoustic correlates of infection in sustained vowels. The Journal of the Acoustical Society of America 149, 6, 4377-4383. DOI: 10.1121/10.0005194 |
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Nicolas Gengenbacher, Mahak Singhal, Carolin Mogler, Ling Hai, Laura Milde, Ashik Ahmed Abdul Pari, Eva Besemfelder, Claudine Fricke, Daniel Baumann, Stephanie Gehrs, Jochen Utikal, Moritz Felcht, Junhao Hu, Matthias Schlesner, Rienk Offringa, Sudhakar R. Chintharlapalli and Hellmut G. Augustin. 2021. Timed Ang2-targeted therapy identifies the Angiopoietin–tie pathway as key regulator of fatal lymphogenous metastasis. Cancer Discovery 11, 2, 424-445. DOI: 10.1158/2159-8290.cd-20-0122 |
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Björn Petrak, Julia G. Stapels, Katharina Weitz, Friederike Eyssel and Elisabeth André. 2021. To move or not to move? Social acceptability of robot proxemics behavior depending on user emotion. In 2021 30th IEEE International Conference on Robot & Human Interactive Communication (RO-MAN), 8-12 August 2021, Vancouver, BC, Canada. IEEE, Piscataway, NJ, 975-982. DOI: 10.1109/ro-man50785.2021.9515502 |
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Cristina Conati, Oswald Barral, Vanessa Putnam and Lea Rieger. 2021. Toward personalized XAI: a case study in intelligent tutoring systems. Artificial Intelligence 298, 103503. DOI: 10.1016/j.artint.2021.103503 |
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Tanja Schneeberger, Mirella Hladky, Ann-Kristin Thurner, Jana Volkert, Alexander Heimerl, Tobias Baur, Elisabeth André and Patrick Gebhard. 2021. Towards a deeper modeling of emotions: the deep method and its application on shame. In 9th International Conference on Affective Computing and Intelligent Interaction (ACII), 28 September - 1 October 2021, Nara, Japan. IEEE, Piscataway, NJ, 21436835 DOI: 10.1109/acii52823.2021.9597446 |
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Christian Eymüller, Julian Hanke, Alwin Hoffmann, Alexander Poeppel, Constantin Wanninger and Wolfgang Reif. 2021. Towards a real-time capable plug & produce environment for adaptable factories. In Moris Behnam, Lucia Lo Bello, Thomas Nolte, Marco Porta (Eds.). 2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), Vasteras, Sweden, 7-10 September 2021. IEEE, Piscataway, NJ, 1-4 DOI: 10.1109/etfa45728.2021.9613729 |
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Jakob Schaefer, Manuel Milling, Björn Schuller, Bernhard Bauer, Jens O. Brunner, Claudia Traidl-Hoffmann and Athanasios Damialis. 2021. Towards automatic airborne pollen monitoring: from commercial devices to operational by mitigating class-imbalance in a deep learning approach. Science of The Total Environment 796, 148932. DOI: 10.1016/j.scitotenv.2021.148932 |
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Zoraida Callejas, David Griol, Kawtar Benghazi, Manuel Noguera, María Inés Torres, Raquel Justo, Anna Esposito, Gennaro Cordasco, Raymond Bond, Maurice Mulvenna, Edel Ennis, Siobhan O'Neill, Huiru Zheng, Matthias Kraus, Nicolas Wagner, Wolfgang Minker, Gavin McConvey, Matthias Hemmje, Michael Fuchs, Neil Glackin and Gérard Chollet. 2021. Towards conversational technology to promote, monitor and protect mental health. In Valentín Cardeñoso-Payo, David Escudero-Mancebo, César González-Ferreras (Eds.). IberSPEECH 2021, Valladolid, Spain, 24-25 March 2021. ISCA, Copenhagen, 148-150 DOI: 10.21437/iberspeech.2021-32 |
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Fabian Stieler, Fabian Rabe and Bernhard Bauer. 2021. Towards domain-specific explainable AI: model interpretation of a skin image classifier using a human approach. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops 2021, 19-25 June 2021, Nashville, TN, USA. IEEE, Piscataway, NJ, 1802-1809 DOI: 10.1109/CVPRW53098.2021.00199 |
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Katharina Weitz. 2021. Towards human-centered AI: psychological concepts as foundation for empirical XAI research. it - Information Technology . DOI: 10.1515/itit-2021-0047 |
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Björn Schuller, Tuomas Virtanen, Maria Riveiro, Georgios Rizos, Jing Han, Annamaria Mesaros and Konstantinos Drossos. 2021. Towards sonification in multimodal and user-friendly explainable artificial intelligence. In Zakia Hammal, Carlos Busso, Catherine Pelachaud, Sharon Oviatt, Albert Ali Salah and Guoying Zhao (Ed.). ICMI '21: Proceedings of the 2021 International Conference on Multimodal Interaction, Montréal, QC, Canada, October 18 - 22, 2021. ACM, New York, NY, 788-792. DOI: 10.1145/3462244.3479879 |
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Matthias Kraus, Philip Seldschopf and Wolfgang Minker. 2021. Towards the development of a trustworthy chatbot for mental health applications. Lecture Notes in Computer Science 12573, 354-366. DOI: 10.1007/978-3-030-67835-7_30 |
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Haolong Li and Jörg Stückler. 2021. Tracking 6-DoF object motion from events and frames. In 2021 IEEE International Conference on Robotics and Automation (ICRA), 30 May 2021 - 5 June 2021, Xi'an, China. IEEE, New York, NY, 14171-14177 DOI: 10.1109/icra48506.2021.9561760 |
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Lukas Rosenbauer, David Pätzel, Anthony Stein and Jörg Hähner. 2021. Transfer learning for automated test case prioritization using XCSF. In Applications of Evolutionary Computation: EvoApplications 2021. Springer, Cham, 681-696 DOI: 10.1007/978-3-030-72699-7_43 |
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Tomoya Koike, Kun Qian, Björn W. Schuller and Yoshiharu Yamamoto. 2021. Transferring cross-corpus knowledge: an investigation on data augmentation for heart sound classification. In Riccardo Barbieri (Ed.). 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2021), 1-5 November 2021, Mexico. IEEE, New York, NY, 1976-1979. DOI: 10.1109/embc46164.2021.9629714 |
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Yi Chang, Zhao Ren and Björn W. Schuller. 2021. Transformer-based CNNs: mining temporal context information for multi-sound COVID-19 diagnosis. In Riccardo Barbieri (Ed.). 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2021), 1-5 November 2021, Mexico. IEEE, New York, NY, 2335-2338. DOI: 10.1109/embc46164.2021.9629552 |
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Muthuraman Muthuraman, Dumitru Ciolac and Venkata Chaitanya Chirumamilla. 2021. Translation of functional domain abnormalities from human to mouse motor system. In Sergiu Groppa and Sven G. Meuth (Ed.). Translational methods for multiple sclerosis research. Humana, New York, NY (Neuromethods ; 166), 139-152. DOI: 10.1007/978-1-0716-1213-2_10 |
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Vinzenz Fleischer, Gabriel Gonzalez-Escamilla, Dumitru Ciolac, Philipp Albrecht, Patrick Küry, Joel Gruchot, Michael Dietrich, Christina Hecker, Thomas Müntefering, Stefanie Bock, Mohammadsaleh Oshaghi, Angela Radetz, Manuela Cerina, Julia Krämer, Lydia Wachsmuth, Cornelius Faber, Hans Lassmann, Tobias Ruck, Sven G. Meuth, Muthuraman Muthuraman and Sergiu Groppa. 2021. Translational value of choroid plexus imaging for tracking neuroinflammation in mice and humans. PNAS: Proceedings of the National Academy of Sciences 118, 36, e2025000118. DOI: 10.1073/pnas.2025000118 |
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Ruifan Xie, Tobias Kessler, Julia Grosch, Ling Hai, Varun Venkataramani, Lulu Huang, Dirk C. Hoffmann, Gergely Solecki, Miriam Ratliff, Matthias Schlesner, Wolfgang Wick and Frank Winkler. 2021. Tumor cell network integration in glioma represents a stemness feature. Neuro-Oncology 23, 5, 757-769. DOI: 10.1093/neuonc/noaa275 |
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Alexander Schiendorfer, Carola Gajek and Wolfgang Reif. 2021. Turning software engineers into machine learning engineers. In Bernd Bischl, Oliver Guhr, Heidi Seibold, Peter Steinbach (Eds.). Proceedings of the First Teaching Machine Learning and Artificial Intelligence Workshop at ECML-PKDD 2020, 14 September 2020, virtual conference. ML Research Press, 36-41 |
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Simon Krogmann, Pascal Lenzner, Louise Molitor and Alexander Skopalik. 2021. Two-stage facility location games with strategic clients and facilities. In Zhi-Hua Zhou (Ed.). Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, Montreal, 19-27 August 2021. International Joint Conferences on Artificial Intelligence Organization (IFCAI), 292-298 DOI: 10.24963/ijcai.2021/41 |
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Martin Schörner, Michelle Bettendorf, Constantin Wanninger, Alwin Hoffmann and Wolfgang Reif. 2021. UAV inspection of large components: indoor navigation relative to structures. In Oleg Gusikhin, Henk Nijmeijer and Kurosh Madani (Ed.). Proceedings of the 18th International Conference on Informatics in Control, Automation and Robotics - ICINCO, July 6-8, 2021. SciTePress, Setúbal, 179-186. DOI: 10.5220/0010556301790186 |
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Korbinian Friedl, Georgios Rizos, Lukas Stappen, Madina Hasan, Lucia Spezia, Thoomas Hain and Björn W. Schuller. 2021. Uncertainty aware review hallucination for science article classification. Findings of the Association for Computational Linguistics 2021, ACL-IJCNLP 2021, 5004-5009. DOI: 10.18653/v1/2021.findings-acl.443 |
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Sebastian Scherer, Robin Schön, Katja Ludwig and Rainer Lienhart. 2021. Unsupervised domain extension for nighttime semantic segmentation in urban scenes. In Ana Fred, Carlo Sansone and Kurosh Madani (Ed.). Proceedings of the 2nd International Conference on Deep Learning Theory and Applications (DeLTA 2021). SciTePress, Setúbal, 38-47. DOI: 10.5220/0010551500380047 |
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Ru Zhang, Yuanchun Shi, Björn Schuller, Elisabeth André, Sharon Oviatt, Aaron Quigley, Nicolai Marquardt, Ilhan Aslan and Ran Ju. 2021. User experience for multi-device ecosystems: challenges and opportunities. In Yoshifumi Kitamura, Aaron Quigley, Katherine Isbister and Takeo Igarashi (Ed.). CHI EA '21: Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems, Yokohama, Japan, May 8 - 13, 2021. ACM, New York, NY, 111. DOI: 10.1145/3411763.3441325 |
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John Derrick, Simon Doherty, Brijesh Dongol, Gerhard Schellhorn and Heike Wehrheim. 2021. Verifying correctness of persistent concurrent data structures: a sound and complete method. Formal Aspects of Computing 33, 4-5, 547-573. DOI: 10.1007/s00165-021-00541-8 |
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Katharina Weitz. 2021. Vertrauen und Vertrauenswürdigkeit bei sozialen Robotern: Stärkung von Mensch-Roboter-Vertrauensbeziehungen mithilfe Erklärbarer Künstlicher Intelligenz. In Oliver Bendel (Ed.). Soziale Roboter: technikwissenschaftliche, wirtschaftswissenschaftliche, philosophische, psychologische und soziologische Grundlagen. Springer Gabler, Wiesbaden, 309-323. DOI: 10.1007/978-3-658-31114-8_16 |
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Radek Hranický, Frank Breitinger, Ondřej Ryšavý, John Sheppard, Florin Schaedler, Holger Morgenstern and Simon Malik. 2021. What do incident response practitioners need to know? A skillmap for the years ahead. Forensic Science International: Digital Investigation 37, Supplement, 301184. DOI: 10.1016/j.fsidi.2021.301184 |
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Diamanto Skopelitou, Beiping Miao, Aayushi Srivastava, Abhishek Kumar, Magdalena Kuświk, Dagmara Dymerska, Nagarajan Paramasivam, Matthias Schlesner, Jan Lubinski, Kari Hemminki, Asta Försti and Obul Bandapalli. 2021. Whole exome sequencing identifies APCDD1 and HDAC5 genes as potentially cancer predisposing in familial colorectal cancer. International Journal of Molecular Sciences 22, 4, 1837. DOI: 10.3390/ijms22041837 |
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Benjamin Rouxel, Sebastian Altmeyer and Clemens Grelck. 2021. YASMIN: a real-time middleware for COTS heterogeneous platforms. In Kaiwen Zhang, Abdelouahed Gherbi, Nalini Venkatasubramanian and Luís Veiga (Ed.). Middleware '21: Proceedings of the 22nd International Middleware Conference, Québec city, Canada, December 6 - 10, 2021. ACM, New York, NY, 298-309. DOI: 10.1145/3464298.3493402 |
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Zuguang Gu, Matthias Schlesner and Daniel Hübschmann. 2021. cola: an R/Bioconductor package for consensus partitioning through a general framework. Nucleic Acids Research 49, 3, e15. DOI: 10.1093/nar/gkaa1146 |
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2020 |
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Shahin Amiriparian, Nicholas Cummins, Maurice Gerczuk, Sergey Pugachevskiy, Sandra Ottl and Björn Schuller. 2020. "Are you playing a shooter again?!": Deep representation learning for audio-based video game genre recognition. IEEE Transactions on Games 12, 2, 145-154. DOI: 10.1109/tg.2019.2894532 |
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Kristen Przyborski, Frank Breitinger, Lauren Beck and Ronald Harichandran. 2020. "Cyber world" as a theme for a university-wide first-year common course. In 2019 126th ASEE Annual Conference & Exposition, Tampa, Florida, USA, June 15-19, 2019. ASEE Conferences, Washington, DC DOI: 10.18260/1-2--31923 |
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Katharina Weitz, Dominik Schiller, Ruben Schlagowski, Tobias Huber and Elisabeth André. 2020. "Let me explain!": exploring the potential of virtual agents in explainable AI interaction design. Journal on Multimodal User Interfaces 15, 87-98. DOI: 10.1007/s12193-020-00332-0 |
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Matthias Kraus, Marvin Schiller, Gregor Behnke, Pascal Bercher, Michael Dorna, Michael Dambier, Birte Glimm, Susanne Biundo and Wolfgang Minker. 2020. "Was that successful?" On integrating proactive meta-dialogue in a DIY-assistant using multimodal cues. In Khiet Truong, Dirk Heylen, Mary Czerwinski, Nadia Berthouze, Mohamed Chetouani, Mikio Nakano (Eds.). ICMI'20: proceedings of the 2020 International Conference on Multimodal Interaction, October 25-29, 2020, virtual event, Netherlands. ACM, New York, NY, 585-594 DOI: 10.1145/3382507.3418818 |
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Jauwairia Nasir, Utku Norman, Barbara Bruno and Pierre Dillenbourg. 2020. "You tell, I do, and we swap until we connect all the gold mines!". ERCIM News 120, 22-23. |
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Svetlana N. Dedysh, Petra Henke, Anastasia A. Ivanova, Irina S. Kulichevskaya, Dmitriy A. Philippov, Jan P. Meier-Kolthoff, Markus Göker, Sixing Huang and Jörg Overmann. 2020. 100‐year‐old enigma solved: identification, genomic characterization and biogeography of the yet uncultured Planctomyces bekefii. Environmental Microbiology 22, 1, 198-211. DOI: 10.1111/1462-2920.14838 |
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Alexander Knapp and María Victoria Cengarle. 2020. 2-term charters. The Journal of Object Technology 19, 3, 3:1-12. DOI: 10.5381/jot.2020.19.3.a10 |
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2020. 25th International Symposium on Vision, Modeling and Visualization (VMV), September 28 - October 1, 2020, Tübingen, Germany. In Jens H. Krüger, Matthias Nießner, Jörg Stückler (Eds.). Eurographics Association, Eindhoven DOI: 10.2312/vmv.20202018 |
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Sina Stäble, Stephen Krämer, Mark Hartmann, Maximilian Schönung, Jens Langstein, Ruzhica Bogeska, Melinda Czeh, Julia Knoch, Natasha Anstee, Simon Haas, Abdelrahman Mahmoud, Charles Imbusch, Julius Gräsel, Dieter Weichenhan Weichenhan, Lars Feuerbach, Benedikt Brors, Karsten Rippe, Jan-Philipp Mallm, Frank Rosenbauer, Stefan Fröhling, Christoph Plass, Matthias Schlesner, Michael Milsom and Daniel Lipka. 2020. 3037 – Combined single-cell DNA methylome and transcriptome analysis identifies molecular sattes of early lineage commitment [Abstract]. Experimental Hematology 88, Supplement, S50. DOI: 10.1016/j.exphem.2020.09.057 |
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Carola Gajek, Alexander Schiendorfer and Wolfgang Reif. 2020. A chained neural network model for photovoltaic power forecast. Lecture Notes in Computer Science 11943, 566-578. DOI: 10.1007/978-3-030-37599-7_47 |
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Matthias Springer and Christoph Ament. 2020. A cluster algorithm for road surface condition data constrained by a road network. In Mamdouh Alenezi, Basit Qureshi, Lahouari Ghouti (Eds.). 2020 6th Conference on Data Science and Machine Learning Applications (CDMA), 4-5 March 23020, Riyadh, Saudi Arabia. IEEE, Piscataway, NJ, 60-66 DOI: 10.1109/cdma47397.2020.00016 |
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Nicholas Cummins, Yilin Pan, Zhao Ren, Julian Fritsch, Venkata Srikanth Nallanthighal, Heidi Christensen, Daniel Blackburn, Björn Schuller, Mathew Magimai-Doss, Helmer Strik and Aki Härmä. 2020. A comparison of acoustic and linguistics methodologies for Alzheimer's dementia recognition. In Helen Meng, Bo Xu and Thomas Zheng (Ed.). Proceedings: Interspeech 2020, 25-29 October 2020, Shanghai. ISCA Archive, 2182-2186. DOI: 10.21437/interspeech.2020-2635 |
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Matthias Kraus, Fabian Fischbach, Pascal Jansen and Wolfgang Minker. 2020. A comparison of explicit and implicit proactive dialogue strategies for conversational recommendation. In Nicoletta Calzolari, Frédéric Béchet, Philippe Blache, Khalid Choukri, Christopher Cieri, Thierry Declerck, Sara Goggi, Hitoshi Isahara, Bente Maegaard, Joseph Mariani, Hélène Mazo, Asuncion Moreno, Jan Odijk, Stelios Piperidis (Eds.). Proceedings of the Twelfth Language Resources and Evaluation Conference (LREC), 11-16 May 2020, Marseille, France. European Language Resources Association (ELRA), Paris, 429-435 |
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Adria Mallol-Ragolta, Shuo Liu, Nicholas Cummins and Björn Schuller. 2020. A curriculum learning approach for pain intensity recognition from facial expressions. In Juan Wachs, Sergio Escalera, Jeffrey Cohn, Vitomir Štruc and Francisco Gómez-Fernández (Ed.). 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020), Buenos Aires, Argentina, 16-20 November 2020. IEEE, New York, NY, 829-833. DOI: 10.1109/fg47880.2020.00083 |
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Jiaming Cheng, Ruiyu Liang, Zhenlin Liang, Li Zhao, Chengwei Huang and Björn Schuller. 2020. A deep adaptation network for speech enhancement: combining a relativistic discriminator with multi-kernel maximum mean discrepancy. IEEE/ACM Transactions on Audio, Speech, and Language Processing 29, 41-53. DOI: 10.1109/taslp.2020.3036611 |
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Yue Zhang, Andrea Michi, Johannes Wagner, Elisabeth André, Björn Schuller and Felix Weninger. 2020. A generic human–machine annotation framework based on dynamic cooperative learning. IEEE Transactions on Cybernetics 50, 3, 1230-1239. DOI: 10.1109/tcyb.2019.2901499 |
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Lukas Rosenbauer, Anthony Stein and Jörg Hähner. 2020. A germinal center artificial immune system for software test suite reduction. In LIFELIKE Computing Systems Workshop, 8th Edition in the Evolution of the Series of Autonomously Learning and Optimizing Systems (SAOS), at Artificial Life Conference, 16 July 2020, held entirely virtual due to COVID-19 as part of ALIFE 2020, Montréal, Canada. |
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Walter Guttmann and Bernhard Möller. 2020. A hierarchy of algebras for Boolean subsets. Lecture Notes in Computer Science 12062, 152-168. DOI: 10.1007/978-3-030-43520-2_10 |
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Walter Guttmann and Bernhard Möller. 2020. A hierarchy of algebras for Boolean subsets. Archive of Formal Proofs 31.01.2020, 1-79. |
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Walter Vogler and Gerald Lüttgen. 2020. A linear-time branching-time perspective on interface automata. Acta Informatica 57, 3-5, 513-550. DOI: 10.1007/s00236-020-00369-4 |
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Xiao Li, Kun Qian, Ling-ling Xie, Xiu-juan Li, Min Cheng, Li Jiang and Björn W. Schuller. in press. A mini review on current clinical and research findings for children suffering from COVID-19. preprint. DOI: 10.1101/2020.03.30.20044545 |
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Martinique Frentrup, Zhemin Zhou, Matthias Steglich, Jan P. Meier-Kolthoff, Markus Göker, Thomas Riedel, Boyke Bunk, Cathrin Spröer, Jörg Overmann, Marion Blaschitz, Alexander Indra, Lutz von Müller, Thomas A. Kohl, Stefan Niemann, Christian Seyboldt, Frank Klawonn, Nitin Kumar, Trevor D. Lawley, Sergio García-Fernández, Rafael Cantón, Rosa del Campo, Ortrud Zimmermann, Uwe Groß, Mark Achtman and Ulrich Nübel. 2020. A publicly accessible database for Clostridioides difficile genome sequences supports tracing of transmission chains and epidemics. Microbial Genomics 6, 8. DOI: 10.1099/mgen.0.000410 |
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Thomas Bläsius, Maximilian Böther, Philipp Fischbeck, Tobias Friedrich, Alina Gries, Falk Hüffner, Otto Kißig, Pascal Lenzner, Louise Molitor, Leon Schiller, Armin Wells and Simon Wietheger. 2020. A strategic routing framework and algorithms for computing alternative paths. In Dennis Huisman, Christos D. Zaroliagis (Eds.). 20th Symposium on Algorithmic Approaches for Transportation Modelling, Optimization, and Systems (ATMOS 2020), September 7-8, 2020, Pisa, Italy, virtual conference. Schloss Dagstuhl – Leibniz-Zentrum für Informatik, Dagstuhl, 10:1-10:14 DOI: 10.4230/OASIcs.ATMOS.2020.10 |
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Frank Breitinger, Ryan Tully-Doyle and Courtney Hassenfeldt. 2020. A survey on smartphone user's security choices, awareness and education. Computers & Security 88, 101647. DOI: 10.1016/j.cose.2019.101647 |
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Tobias Thummerer and Lars Mikelsons. 2020. A tetrahedron-shaped inverted pendulum with torque-actuation [Extended abstract]. In Sechste IFToMM D-A-CH Konferenz 2020, 27./28. Februar 2020, Campus Technik Lienz. DOI: 10.17185/duepublico/71191 |
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Alexander Heimerl, Tobias Baur and Elisabeth André. 2020. A transparent framework towards the context-sensitive recognition of conversational engagement. In Jörg Cassens, Rebekah Wegener, Anders Kofod-Petersen (Eds.). MRC 2020 - Modelling and Reasoning in Context 2020: proceedings of the Eleventh International Workshop Modelling and Reasoning in Context, co-located with the 24th European Conference on Artificial Intelligence (ECAI 2020), Santiago de Compostela, Galicia, Spain, August 29, 2020. RWTH, Aachen, 7-16 |
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Shuo Wei, Ross Fulton, Guang Yang, Juying Li, Qian Zhang, Matthieu Delince, Greg Rose, Charina Ortega, Pascaline Mary, He Zhou, Andreas Raue, Dean Lee, Roshan Kumar, Stephanie Beq, Jennifer Watkins-Yoon, Nicola Beltraminelli, Francisco Adrian and Liang Schweizer. 2020. Abstract 2282: Discovery and characterization of novel TNFR2 antibodies to modulate T cell activities in immunosuppressive environment [Poster abstract]. Cancer Resarch 80, 16, supplement, 2282. DOI: 10.1158/1538-7445.AM2020-2282 |
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Andreas Raue, Yun-Yueh Lu, Ouyang Li, Minmin Lu, Joyce Pi, Jia Wu, Mingfang Feng, Qian Zhang, Surendar Arumugam, Ruina Jin, Yuan Wang, Ross Fulton, Matthieu Delince, Juliana Crivello, Zachary Duda, Alexandra Staskus, Charina Ortega, Pascaline Mary, Hongkai Zhang, Nicola Beltraminelli, Francisco Adrian and Liang Schweizer. 2020. Abstract 2285: HFB10-1E1, a novel OX-40 agonistic antibody with a unique pharmacological profile and biomarker strategy [Abstract]. Cancer Research 80, 16 Supplement, 2285. DOI: 10.1158/1538-7445.am2020-2285 |
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Germain Margall, Rachel Pacherie, Julie Prigent, He Zhou, Francisco Adrian, Liang Schweizer, Andreas Raue, Roshan Kumar, Nicola Beltraminelli and Stéphanie Beq. 2020. Abstract 6532: HFB9-2: a novel Gal-9 neutralizing antibody to reverse immune suppression in the tumor microenvironment [Abstract]. Cancer Research 80, 16, Supplement, 6532. DOI: 10.1158/1538-7445.am2020-6532 |
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Dean Lee, Julianna Crivello, Ross Fulton, Zachary Duda, Alexandra Staskus, Charina Ortega, Monika Manne, Roshan Kumar, Francisco Adrian, Liang Schweizer, Matt Delince and Andreas Raue. 2020. Abstract PO-048: Combined single-T cell clonotyping and phenotyping defines a predictive response signature that identifies patients more likely to respond to therapy [Abstract]. Cancer Research 80, 21, Supplement, PO-048. DOI: 10.1158/1538-7445.tumhet2020-po-048 |
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Gerhard Schellhorn, Stefan Bodenmüller, Jörg Pfähler and Wolfgang Reif. 2020. Adding concurrency to a sequential refinement tower. Lecture Notes in Computer Science 12071, 6-23. DOI: 10.1007/978-3-030-48077-6_2 |
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Muthuraman Muthuraman, Manuel Bange and S. Groppa. 2020. Advanced technologies for detecting tremor in Parkinson's disease. Clinical Neurophysiology 131, 1, 241-242. DOI: 10.1016/j.clinph.2019.11.006 |
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Markus Endres and Ulrich Junker. 2020. Advances in preference handling went digital: impressions from M-PREF 2020, Italy. IFORS News 15, 4, 43-44. |
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Zijiang Yang, Shuo Liu, Meishu Song, Emilia Parada-Cabaleiro and Björn W. Schuller. 2020. Adventitious respiratory classification using attentive residual neural networks. In Helen Meng, Bo Xu and Thomas Zheng (Ed.). Interspeech 2020, Shanghai, China, 25-29 October 2020. ISCA, 2912-2916. DOI: 10.21437/interspeech.2020-2790 |
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Wenzel Baron Pilar von Pilchau, Varun Gowtham, Maximilian Gruber, Matthias Riedl, Nikolaos-Stefanos Koutrakis, Jawad Tayyub, Jörg Hähner, Sascha Eichstädt, Eckart Uhlmann, Julian Polte, Volker Frey and Alexander Willner. 2020. An architectural design for measurement uncertainty evaluation in cyber-physical systems. In M. Ganzha, L. Maciaszek and M. Paprzycki (Ed.). Annals of Computer Science and Information Systems, Volume 22: Position Papers of the 2020 Federated Conference on Computer Science and Information Systems. PTI - Polish Information Processing Society, Warsaw, 53-57. DOI: 10.15439/2020f203 |
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Lukas Rosenbauer, Anthony Stein and Jörg Hähner. 2020. An artificial immune system for adaptive test selection. In Hussein Abbass, Carlos A. Coello Coello and Hemant Kumar Singh (Ed.). 2020 IEEE Symposium Series on Computational Intelligence (SSCI), virtual event, Canberra, Australia, 1-4 December 2020. IEEE, Piscataway, NJ, 2940-2947. DOI: 10.1109/ssci47803.2020.9308528 |
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Jing Han, Kun Qian, Meishu Song, Zijiang Yang, Zhao Ren, Shuo Liu, Juan Liu, Huaiyuan Zheng, Wei Ji, Tomoya Koike, Xiao Li, Zixing Zhang, Yoshiharu Yamamoto and Björn W. Schuller. 2020. An early study on intelligent analysis of speech under COVID-19: severity, sleep quality, fatigue, and anxiety. In Helen Meng, Bo Xu and Thomas Zheng (Ed.). Interspeech 2020, Shanghai, China, 25-29 October 2020. ISCA, 4946-4950. DOI: 10.21437/interspeech.2020-2223 |
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Katja Ludwig, Andrea Fendt and Bernhard Bauer. 2020. An efficient online heuristic for mobile network slice embedding. In Bruno Chatras, Diego Lopez, Walter Cerroni, Shingo Ata and Noel Crespi (Ed.). 2020 23rd Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN), 24-27 Feb. 2020, Paris, France. IEEE, Piscataway, NJ, 139-143. DOI: 10.1109/icin48450.2020.9059440 |
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Renukswamy Chikkamath, Markus Endres, Lavanya Bayyapu and Christoph Hewel. 2020. An empirical study on patent novelty detection: a novel approach using machine learning and natural language processing. In 2020 Seventh International Conference on Social Networks Analysis, Management and Security (SNAMS). IEEE, Piscataway, NJ DOI: 10.1109/SNAMS52053.2020.9336557 |
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Benny Akesson, Mitra Nasri, Geoffrey Nelissen, Sebastian Altmeyer and Robert Ian Davis. 2020. An empirical survey-based study into industry practice in real-time. In X. Sharon Hu, Jian-Jia Chen, Avira Shrivastava, Nan Guan and Tam Chantem (Ed.). 2020 IEEE Real-Time Systems Symposium (RTSS), 1-4 December 2020, Houston, TX, USA. IEEE, Piscataway, NJ, 3-11. DOI: 10.1109/RTSS49844.2020.00012 |
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Alice Baird, Nicholas Cummins, Sebastian Schnieder, Jarek Krajewski and Björn Schuller. 2020. An evaluation of the effect of anxiety on speech - computational prediction of anxiety from sustained vowels. In Helen Meng, Bo Xu and Thomas Zheng (Ed.). Proceedings: Interspeech 2020, 25-29 October 2020, Shanghai. ISCA Archive, 4951-4955. DOI: 10.21437/interspeech.2020-1801 |
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Silvan Mertes, Alice Baird, Dominik Schiller, Björn Schuller and Elisabeth André. 2020. An evolutionary-based generative approach for audio data augmentation. In Atanas Gotchev, Dong Tian and Joao Ascenso (Ed.). 2020 IEEE 22nd International Workshop on Multimedia Signal Processing (MMSP), 21-24 Sept. 2020, Tampere, Finland. IEEE, Piscataway, NJ, 1-6. DOI: 10.1109/mmsp48831.2020.9287156 |
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Adria Mallol-Ragolta, Nicholas Cummins and Björn Schuller. 2020. An investigation of cross-cultural semi-supervised learning for continuous affect recognition. In Helen Meng, Bo Xu and Thomas Zheng (Ed.). Proceedings: Interspeech 2020, 25-29 October 2020, Shanghai. ISCA Archive, 511-515. DOI: 10.21437/interspeech.2020-2641 |
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Stefan Roth, Lukas Stumpe, Benedikt Schmiegel, Stefan Braunreuther and Johannes Schilp. 2020. An optimization-based approach for the planning of energy flexible production processes with integrated energy storage scheduling. Procedia CIRP 88, 258-264. DOI: 10.1016/j.procir.2020.05.111 |
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David Pätzel, Anthony Stein and Masaya Nakata. 2020. An overview of LCS research from IWLCS 2019 to 2020. In Carlos Artemio Coello Coello (Ed.). Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion (GECCO '20), July 2020, Cancún, Mexico. ACM, New York, NY, 1782-1788. DOI: 10.1145/3377929.3398105 |
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Anton Hördt, Marina García López, Jan P. Meier-Kolthoff, Marcel Schleuning, Lisa-Maria Weinhold, Brian J. Tindall, Sabine Gronow, Nikos C. Kyrpides, Tanja Woyke and Markus Göker. 2020. Analysis of 1,000+ type-strain genomes substantially improves taxonomic classification of Alphaproteobacteria. Frontiers in Microbiology 11, 468. DOI: 10.3389/fmicb.2020.00468 |
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Daniel Hübschmann, Lea Jopp‐Saile, Carolin Andresen, Stephen Krämer, Zuguang Gu, Christoph E. Heilig, Simon Kreutzfeldt, Veronica Teleanu, Stefan Fröhling, Roland Eils and Matthias Schlesner. 2020. Analysis of mutational signatures with yet another package for signature analysis. Genes, Chromosomes and Cancer 60, 5, 314-331. DOI: 10.1002/gcc.22918 |
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Lena Rudenko, Christian Haas and Markus Endres. 2020. Analyzing Twitter data with preferences. In ADBIS 2020, Lyon, France, August 25-27, 2020. |
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Svantje T. Kähler, Thomas Jacobsen, Stina Klein and Mike Wendt. 2020. Anticipatory defocusing of attention and contextual response priming but no role of aesthetic appreciation in simple symmetry judgments when switching between tasks. Symmetry 12, 4, 577. DOI: 10.3390/sym12040577 |
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Sarah Wassermann, Pedro Casas, Zied Ben Houidi, Alexis Huet, Michael Seufert, Nikolas Wehner, Joshua Schüler, Shengming Cai, Hao Shi, Jinchun Xu, Tobias Hoßfeld and Dario Rossi. 2020. Are you on mobile or desktop? On the impact of end-user device on web QoE inference from encrypted traffic. In Nur Zincir-Heywood, Mehmet Ulema, Muge Sayit, Stuart Clayman, Myung-Sup Kim, Cihat Cetinkaya (Eds.). 16th International Conference on Network and Service Management (CNSM), 2-6 November 2020, Izmir, Turkey. IEEE, Piscataway, NJ, 1-9 DOI: 10.23919/cnsm50824.2020.9269095 |
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David Palmbach and Frank Breitinger. 2020. Artifacts for detecting timestamp manipulation in NTFS on Windows and their reliability. Forensic Science International: Digital Investigation 32, Supplement, 300920. DOI: 10.1016/j.fsidi.2020.300920 |
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Nicholas Cummins, Faith Matcham, Julia Klapper and Björn Schuller. 2020. Artificial intelligence to aid the detection of mood disorders. In Debmalya Barh (Ed.). Artificial intelligence in precision health: from concept to applications. Academic Press, London, 231-255. DOI: 10.1016/b978-0-12-817133-2.00010-0 |
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Stefan Rasche, Robert Huhle, Erik Junghans, Marcelo Gama de Abreu, Yao Ling, Alexander Trumpp and Sebastian Zaunseder. 2020. Association of remote imaging photoplethysmography and cutaneous perfusion in volunteers. Scientific Reports 10, 1, 16464. DOI: 10.1038/s41598-020-73531-0 |
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Ömer Sümer, Peter Gerjets, Ulrich Trautwein and Enkelejda Kasneci. 2020. Attention flow: end-to-end joint attention estimation. In Arun Ross, David Cox, Scott McCloskey, Kimberly Wilber (Eds.). 2020 IEEE Winter Conference on Applications of Computer Vision (WACV), 1-5 March 2020, Snowmass, CO, USA. IEEE, Piscataway, NJ, 3316-3325 DOI: 10.1109/wacv45572.2020.9093515 |
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Macedo Maia, Vivian Silvia, Markus Endres, André Freitas and Siegfried Handschuh. 2020. Attentive recurrent text categorization models using word-category cross embedding on financial comments. In Chih-Cheng Hung, Tomas Cerny, Dongwan Shin, Alessio Bechini (Eds.). 35th ACM/SIGAPP Symposium On Applied Computing (SAC2020), March 30 - April 3, 2020, Brno, Czech Republic. ACM, New York, NY, 1147-1149 DOI: 10.1145/3341105.3374097 |
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Tomoya Koike, Kun Qian, Qiuqiang Kong, Mark D. Plumbley, Björn W. Schuller and Yoshiharu Yamamoto. 2020. Audio for audio is better? An investigation on transfer learning models for heart sound classification. In Mohamad Sawan, Carolyn McGregor and Atam Dhawan (Ed.). 42nd Annual International Conference of the IEEE Engineering in Medicine undundund Biology Society (EMBC 2020), Montreal, QC, Canada, 20-24 July 2020. IEEE, New York, NY, 74-77. DOI: 10.1109/embc44109.2020.9175450 |
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Gauri Deshpande and Björn Schuller. in press. Audio, speech, language, & signal processing for COVID-19: a comprehensive overview. preprint. |
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Siddique Latif, Muhammad Asim, Rajib Rana, Sara Khalifa, Raja Jurdak and Björn W. Schuller. 2020. Augmenting generative adversarial networks for speech emotion recognition. In Helen Meng, Bo Xu and Thomas Zheng (Ed.). Interspeech 2020, Shanghai, China, 25-29 October 2020. ISCA, 521-525. DOI: 10.21437/interspeech.2020-3194 |
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Ömer Sümer, Peter Gerjets, Ulrich Trautwein and Enkelejda Kasneci. in press. Automated anonymisation of visual and audio data in classroom studies. preprint. |
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Yekta Said Can and M. Erdem Kabadayı. 2020. Automatic CNN-based arabic numeral spotting and handwritten digit recognition by using deep transfer learning in ottoman population registers. Applied Sciences 10, 16, 5430. DOI: 10.3390/app10165430 |
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Ziping Zhao, Zhongtian Bao, Zixing Zhang, Jun Deng, Nicholas Cummins, Haishuai Wang, Jianhua Tao and Björn Schuller. 2020. Automatic assessment of depression from speech via a hierarchical attention transfer network and attention autoencoders. IEEE Journal of Selected Topics in Signal Processing 14, 2, 423-434. DOI: 10.1109/jstsp.2019.2955012 |
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Georgios Rizos and Björn W. Schuller. 2020. Average Jane, where art thou? - Recent avenues in efficient machine learning under subjectivity uncertainty. In Marie-Jeanne Lesot, Susana Vieira, Marek Z. Reformat, João Paulo Carvalho, Anna Wilbik, Bernadette Bouchon-Meunier and Ronald R. Yager (Ed.). Information Processing and Management of Uncertainty in Knowledge-Based Systems: 18th International Conference, IPMU 2020, Lisbon, Portugal, June 15–19, 2020, Proceedings, Part I. Springer International, Cham (Communications in Computer and Information Science ; 1237), 42-55. DOI: 10.1007/978-3-030-50146-4_4 |
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Maria Pateraki, Konstantinos Fysarakis, Vangelis Sakkalis, Georgios Spanoudakis, Iraklis Varlamis, Michail Maniadakis, Manolis Lourakis, Sotiris Ioannidis, Nicholas Cummins, Björn Schuller, Evangelos Loutsetis and Dimitrios Koutsouris. 2020. Biosensors and internet of things in smart healthcare applications: challenges and opportunities. In Nilanjan Dey, Amira S. Ashour, Simon James Fong and Chintan Bhatt (Ed.). Wearable and implantable medical devices: applications and challenges. Elsevier, Amsterdam [u.a.], 25-53. DOI: 10.1016/b978-0-12-815369-7.00002-1 |
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Alexander Knapp and Markus Roggenbach. 2020. Book Review: André Platzer: Logical foundations of cyber-physical systems. Springer International Publishing, 2018, XXXI+639 pp, ISBN: 978-3-319-63587-3 (Hardcover, $39.99). Formal Aspects of Computing 32, 1, 149-151. DOI: 10.1007/s00165-020-00510-7 |
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Wenzel Baron Pilar von Pilchau, Anthony Stein and Jörg Hähner. 2020. Bootstrapping a DQN replay memory with synthetic experiences. In Juan Julian Merelo, Jonathan Garibaldi, Christian Wagner, Thomas Bäck, Kurosh Madani and Kevin Warwick (Ed.). Proceedings of the 12th International Joint Conference on Computational Intelligence (IJCCI 2020), November 2-4, 2020. SciTePress, Setúbal, 404-411. DOI: 10.5220/0010107904040411 |
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Tobias Mömke and Andreas Wiese. 2020. Breaking the barrier of 2 for the storage allocation problem. In Artur Czumaj, Anuj Dawar and Emanuela Merelli (Ed.). 47th International Colloquium on Automata, Languages, and Programming (ICALP 2020). Schloss Dagstuhl - Leibniz-Zentrum für Informatik GmbH, Wadern (LIPIcs - Leibniz International Proceedings in Informatics ; 168), 86:1-86:19. DOI: 10.4230/LIPIcs.ICALP.2020.86 |
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Sergei Yakneen, S. M. Waszak, Michael Gertz, Jan O. Korbel and Matthias Schlesner. 2020. Butler enables rapid cloud-based analysis of thousands of human genomes. Nature Biotechnology 38, 3, 288-292. DOI: 10.1038/s41587-019-0360-3 |
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Guoqiao Zheng, Calogerina Catalano, Obul Reddy Bandapalli, Nagarajan Paramasivam, Subhayan Chattopadhyay, Matthias Schlesner, Rolf Sijmons, Akseli Hemminki, Dagmara Dymerska, Jan Lubinski, Kari Hemminki and Asta Försti. 2020. Cancer predisposition genes in cancer-free families. Cancers 12, 10, 2770. DOI: 10.3390/cancers12102770 |
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Panpan Wu, Xuanchao Sun, Ziping Zhao, Haishuai Wang, Shirui Pan and Björn Schuller. 2020. Classification of lung nodules based on deep residual networks and migration learning. Computational Intelligence and Neuroscience 2020, 8975078. DOI: 10.1155/2020/8975078 |
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Stefan Bittner, Falk Steffen, Timo Uphaus, Muthuraman Muthuraman, Vinzenz Fleischer, Anke Salmen, Felix Luessi, Achim Berthele, Luisa Klotz, Sven G. Meuth, Antonios Bayas, Friedemann Paul, Hans-Peter Hartung, Ralf Linker, Christoph Heesen, Martin Stangel, Brigitte Wildemann, Florian Then Bergh, Björn Tackenberg, Tania Kuempfel, Frank Weber, Uwe K. Zettl, Ulf Ziemann, Hayrettin Tumani, Sergiu Groppa, Mark Mühlau, Carsten Lukas, Bernhard Hemmer, Heinz Wiendl, Ralf Gold and Frauke Zipp. 2020. Clinical implications of serum neurofilament in newly diagnosed MS patients: a longitudinal multicentre cohort study. EBioMedicine 56, 102807. DOI: 10.1016/j.ebiom.2020.102807 |
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Hanna Wecker, Annemarie Friedrich and Heike Adel. 2020. ClusterDataSplit: exploring challenging clustering-based data splits for model performance evaluation. In Steffen Eger, Yang Gao, Maxime Peyrad, Wei Zhao, Eduard Hovy (Eds.). Proceedings of the First Workshop on Evaluation and Comparison of NLP Systems, November 20, 2022, online. Association for Computational Linguistics, Stroudsburg, PA, 155-163 DOI: 10.18653/v1/2020.eval4nlp-1.15 |
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Michael Olbrich, Arwed Schütz, Koustav Kanjilal, Tamara Bechtold, Ulrike Wallrabe and Christoph Ament. 2020. Co-design and control of a magnetic microactuator for freely moving platforms. Proceedings 64, 1, 23. DOI: 10.3390/iecat2020-08494 |
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Başak Öztürk, Johannes Werner, Jan P. Meier-Kolthoff, Boyke Bunk, Cathrin Spröer and Dirk Springael. 2020. Comparative genomics suggests mechanisms of genetic adaptation toward the catabolism of the phenylurea herbicide linuron in Variovorax. Genome Biology and Evolution 12, 6, 827-841. DOI: 10.1093/gbe/evaa085 |
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Panagiotis Tzirakis, Alexander Shiarella, Robert Ewers and Björn W. Schuller. 2020. Computer audition for continuous rainforest occupancy monitoring: the case of Bornean gibbons' call detection. In Helen Meng, Bo Xu, Thomas Zheng (Eds.). Interspeech 2020, Shanghai, China, 25-29 October 2020. ISCA, 1211-1215 DOI: 10.21437/interspeech.2020-2655 |
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Kun Qian, Xiao Li, Haifeng Li, Shengchen Li, Wei Li, Zuoliang Ning, Shuai Yu, Limin Hou, Gang Tang, Jing Lu, Feng Li, Shufei Duan, Chengcheng Du, Yao Cheng, Yujun Wang, Lin Gan, Yoshiharu Yamamoto and Björn W. Schuller. 2020. Computer audition for healthcare: opportunities and challenges. Frontiers in Digital Health 2, 5. DOI: 10.3389/fdgth.2020.00005 |
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Mostafa M. Mohamed and Björn W. Schuller. 2020. ConcealNet: an end-to-end neural network for packet loss concealment in deep speech emotion recognition. preprint. |
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Alice Baird and Björn Schuller. 2020. Considerations for a more ethical approach to data in AI: on data representation and infrastructure. Frontiers in Big Data 3, 25. DOI: 10.3389/fdata.2020.00025 |
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Imre Kukel, Alexander Trumpp, Katrin Plötze, Antje Rost, Sebastian Zaunseder, Klaus Matschke and Stefan Rasche. 2020. Contact-free optical assessment of changes in the chest wall perfusion after coronary artery bypass grafting by imaging photoplethysmography. Applied Sciences 10, 18, 6537. DOI: 10.3390/app10186537 |
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Vinzenz Fleischer, Muthuraman Muthuraman, Abdul Rauf Anwar, Gabriel Gonzalez-Escamilla, Angela Radetz, René-Maxime Gracien, Stefan Bittner, Felix Luessi, Sven G. Meuth, Frauke Zipp and Sergiu Groppa. 2020. Continuous reorganization of cortical information flow in multiple sclerosis: a longitudinal fMRI effective connectivity study. Scientific Reports 10, 1, 806. DOI: 10.1038/s41598-020-57895-x |
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Haralampos Gouveris, Katharina Bahr, Elena Schmitt, Ali Abriani, Tjarko Boekstegers, Sanja Fassnacht, Tilman Huppertz, Sergiu Groppa and Muthuraman Muthuraman. 2020. Corticoperipheral neuromuscular disconnection in obstructive sleep apnoea. Brain Communications 2, 1, fcaa056. DOI: 10.1093/braincomms/fcaa056 |
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Benjamin Bisping, Uwe Nestmann and Kirstin Peters. 2020. Coupled similarity: the first 32 years. Acta Informatica 57, 3-5, 439-463. DOI: 10.1007/s00236-019-00356-4 |
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Muthuraman Muthuraman, Vinzenz Fleischer, Julia Kroth, Dumitru Ciolac, Angela Radetz, Nabin Koirala, Gabriel Gonzalez-Escamilla, Heinz Wiendl, Sven G. Meuth, Frauke Zipp and Sergiu Groppa. 2020. Covarying patterns of white matter lesions and cortical atrophy predict progression in early MS. Neurology, Neuroimmunology & Neuroinflammation 7, 3, e681. DOI: 10.1212/nxi.0000000000000681 |
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Muthuraman Muthuraman, Manuel Bange, Nabin Koirala, Dumitru Ciolac, Bogdan Pintea, Martin Glaser, Gerd Tinkhauser, Peter Brown, Günther Deuschl and Sergiu Groppa. 2020. Cross-frequency coupling between gamma oscillations and deep brain stimulation frequency in Parkinson's disease. Brain 143, 11, 3393-3407. DOI: 10.1093/brain/awaa297 |
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Lukas Stappen, Fabian Brunn and Björn W. Schuller. in press. Cross-lingual zero-and few-shot hate speech detection utilising frozen transformer language models and AXEL. preprint. |
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Rabea Wagener, Susanne Bens, Umut H. Toprak, Julian Seufert, Cristina López, Ingrid Scholz, Heidi Herbrueggen, Ilske Oschlies, Stephan Stilgenbauer, Matthias Schlesner, Wolfram Klapper, Birgit Burkhardt and Reiner Siebert. 2020. Cryptic insertion of MYC exons 2 and 3 into the immunoglobulin heavy chain locus detected by whole genome sequencing in a case of "MYC-negative" Burkitt lymphoma. Haematologica 105, 4, e202-e205. DOI: 10.3324/haematol.2018.208140 |
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Yekta Said Can and M. Erdem Kabadayi. 2020. Curation of historical Arabic handwritten digit datasets from Ottoman population registers: a deep transfer learning case study. In Srinivas Aluru, Chengxiang Zhai, Chris Jermaine, Xintao Wu, Li Xiong (Eds.). 2020 IEEE International Conference on Big Data (Big Data), 10-13 December 2020, Atlanta, GA, USA. IEEE, Piscataway, NJ, 1853-1860 DOI: 10.1109/bigdata50022.2020.9378445 |
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Arturas Kaklauskas, Edmundas Kazimieras Zavadskas, Björn Schuller, Natalija Lepkova, Gintautas Dzemyda, Jurate Sliogeriene and Olga Kurasova. 2020. Customized ViNeRS method for video neuro-advertising of green housing. International Journal of Environmental Research and Public Health 17, 7, 2244. DOI: 10.3390/ijerph17072244 |
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Silvan Mertes, Andreas Margraf, Christoph Kommer, Steffen Geinitz and Elisabeth André. 2020. Data augmentation for semantic segmentation in the context of carbon fiber defect detection using adversarial learning. In Ana Fred and Kurosh Madani (Ed.). Proceedings of the 1st International Conference on Deep Learning Theory and Applications - Volume 1: DeLTA, July 8-10, 2020. SciTePress, Setúbal, 59-67. DOI: 10.5220/0009823500590067 |
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Joseph Hirsch, Martin Neumayer, Hella Ponsar, Oliver Kosak and Wolfgang Reif. 2020. Deadlock avoidance for multiple tasks in a self-organizing production cell. In Tarek El-Ghazari, Manish Parashar, Jan-Philipp Steghöfer (Eds.). 1st IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS) 2020, 17-21 August 2020, Washington, DC, USA. IEEE, Piscataway, NJ, 178-187 DOI: 10.1109/ACSOS49614.2020.00040 |
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Moritz Einfalt and Rainer Lienhart. 2020. Decoupling video and human motion: towards practical event detection in athlete recordings. In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops 2020, Seattle, WA, USA, June 2020. IEEE, Piscataway, NJ, 3901-3910 DOI: 10.1109/CVPRW50498.2020.00454 |
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Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak and Björn W. Schuller. 2020. Deep architecture enhancing robustness to noise, adversarial attacks, and cross-corpus setting for speech emotion recognition. In Helen Meng, Bo Xu and Thomas Zheng (Ed.). Interspeech 2020, Shanghai, China, 25-29 October 2020. ISCA, 2327-2331. DOI: 10.21437/interspeech.2020-3190 |
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Alexis Deighton MacIntyre, Georgios Rizos, Anton Batliner, Alice Baird, Shahin Amiriparian, Antonia Hamilton and Björn W. Schuller. 2020. Deep attentive end-to-end continuous breath sensing from speech. In Helen Meng, Bo Xu and Thomas Zheng (Ed.). Interspeech 2020, Shanghai, China, 25-29 October 2020. ISCA, 2082-2086. DOI: 10.21437/interspeech.2020-2832 |
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Shahin Amiriparian, Maximilian Schmitt, S. Ottl, Maurice Gerczuk and Björn Schuller. 2020. Deep unsupervised representation learning for audio-based medical applications. In L. Nanni, S. Brahnam, S. Ghidoni, R. Brattin and L. Jain (Ed.). Deep learners and deep learner descriptors for medical applications. Springer, Berlin (Intelligent Systems Reference Library (ISRL)), 137-164. |
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Eleni Bila, Simon Doherty, Brijesh Dongol, John Derrick, Gerhard Schellhorn and Heike Wehrheim. 2020. Defining and verifying durable opacity: correctness for persistent software transactional memory. Lecture Notes in Computer Science 12136, 39-58. DOI: 10.1007/978-3-030-50086-3_3 |
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Julia Rauscher and Bernhard Bauer. 2020. Design optimization of IoT models: structured safety and security flaw identification. In Boris Shishkov (Ed.). Business Modeling and Software Design: 10th International Symposium, BMSD 2020, Berlin, Germany, July 6-8, 2020; Proceedings. Springer, Cham (Lecture Notes in Business Information Processing ; 391), 84-102. DOI: 10.1007/978-3-030-52306-0_6 |
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Andreas Seiderer, Hannes Ritschel and Elisabeth André. 2020. Development of a privacy-by-design speech assistant providing nutrient information for German seniors. In Catia Prandi and Johann Marquez-Barja (Ed.). GoodTechs '20: Proceedings of the 6th EAI International Conference on Smart Objects and Technologies for Social Good, Antwerp, Belgium, September 2020. ACM, New York, NY, 114-119. DOI: 10.1145/3411170.3411227 |
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Frank Kramer, Wolfgang Reif, Matthias Schmidt, Thomas Schneider, Karin Thieme and Theo Ungerer. 2020. Die Fakultät für Angewandte Informatik: partnerschaftliche Lösungen für globale Herausforderungen. In Hubert Zapf (Ed.). Wissenschaft, Kreativität, Verantwortung - 50 Jahre Universität Augsburg. Schnell & Steiner, Regensburg, 182-199. |
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Michael Seufert, Julian Kargl, Johannes Schauer, Andreas Nuchter and Tobias Hoßfeld. 2020. Different points of view: impact of 3D point cloud reduction on QoE of rendered images. In Andrew Hines, Niall Murray (Eds.). Twelfth International Conference on Quality of Multimedia Experience (QoMEX), 26-28 May 2020, Athlone, Ireland. IEEE, Piscataway, NJ, 1-6 DOI: 10.1109/qomex48832.2020.9123143 |
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Tina Wu, Frank Breitinger and Stephen O'Shaughnessy. 2020. Digital forensic tools: recent advances and enhancing the status quo. Forensic Science International: Digital Investigation 34, 300999. DOI: 10.1016/j.fsidi.2020.300999 |
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Michael Örtl, Felix Holl, Marina Fotteler, Frank Kramer, Andreas Mahler, Dominik Merli, Elisabeth Veronica Mess, Stefanie Schmid, Alexandra Teynor, Petra Friedrich and Walter Swoboda. 2020. Digitalizing nursing in the Bavarian Swabia region of Germany: presentation of the joint project CARE REGIO. Studies in Health Technology and Informatics 272, 265-266. DOI: 10.3233/shti200545 |
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Jakob S. Kottmann, Florian A. Bischoff and Edward F. Valeev. 2020. Direct determination of optimal pair-natural orbitals in a real-space representation: the second-order Moller–Plesset energy. The Journal of Chemical Physics 152, 7, 074105. DOI: 10.1063/1.5141880 |
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Rui Wang, Nan Yang, Jörg Stückler and Daniel Cremers. 2020. DirectShape: direct photometric alignment of shape priors for visual vehicle pose and shape estimation. In 2020 IEEE International Conference on Robotics and Automation (ICRA), 31 May - 31 August 2020, Paris, France. IEEE, Piscataway, NJ, 11067-11073 DOI: 10.1109/ICRA40945.2020.9197095 |
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A. Hossen, G. Deuschl, S. Groppa, U. Heute and Muthuraman Muthuraman. 2020. Discrimination of physiological tremor from pathological tremor using accelerometer and surface EMG signals. Technology and Health Care 28, 5, 461-476. DOI: 10.3233/thc-191947 |
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Tobias Roider, Julian Seufert, Alexey Uvarovskii, Felix Frauhammer, Marie Bordas, Nima Abedpour, Marta Stolarczyk, Jan-Philipp Mallm, Sophie A. Herbst, Peter-Martin Bruch, Hyatt Balke-Want, Michael Hundemer, Karsten Rippe, Benjamin Goeppert, Martina Seiffert, Benedikt Brors, Gunhild Mechtersheimer, Thorsten Zenz, Martin Peifer, Björn Chapuy, Matthias Schlesner, Carsten Müller-Tidow, Stefan Fröhling, Wolfgang Huber, Simon Anders and Sascha Dietrich. 2020. Dissecting intratumour heterogeneity of nodal B-cell lymphomas at the transcriptional, genetic and drug-response levels. Nature Cell Biology 22, 7, 896-906. DOI: 10.1038/s41556-020-0532-x |
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Kirstin Peters and Uwe Nestmann. 2020. Distributability of mobile ambients. Information and Computation 275, 104608. DOI: 10.1016/j.ic.2020.104608 |
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Scott Thiebes, Matthias Schlesner, Benedikt Brors and Ali Sunyaev. 2020. Distributed Ledger Technology in genomics: a call for Europe. European Journal of Human Genetics 28, 2, 139-140. DOI: 10.1038/s41431-019-0512-4 |
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Lukas Stappen, Xinchen Du, Vincent Karas, Stefan Müller and Björn W. Schuller. in press. Domain adaptation with joint learning for generic, optical car part recognition and detection systems (Go-CaRD). preprint. |
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Antonio Fasano, Stefan Dukic, Amina Coffey, Teresa Buxo, Roisin McMackin, Rangariroyashe Hannah Chipika, Mark Heverin, Peter Bede, Muthuraman Muthuraman, Madeleine M. Lowery, Richard Carson, Bahman Nasseroleslami and Orla Hardiman. 2020. EEG β-power and β-synchrony in the sensorimotor network as a potential biomarker for disease severity and progression of motor symptoms in ALS (4029) [Poster]. Neurology 94, 15 Supplement. DOI: 10.1212/WNL.94.15_supplement.4029 |
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Matthias Kraus, Nicolas Wagner and Wolfgang Minker. 2020. Effects of proactive dialogue strategies on human-computer trust. In Tsvi Kuflik, Ilaria Torre, Robin Burke, Cristina Gena (Eds.). UMAP '20: proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization, July 14-17 2020, Genoa, Italy. ACM, New York, NY, 107-116 DOI: 10.1145/3340631.3394840 |
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Florian B. Pokorny, Katrin D. Bartl-Pokorny, Dajie Zhang, Peter B. Marschik, Dagmar Schuller and Björn Schuller. 2020. Efficient collection and representation of preverbal data in typical and atypical development. Journal of Nonverbal Behavior 44, 419-436. DOI: 10.1007/s10919-020-00332-4 |
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Dominik Schiller, Silvan Mertes and Elisabeth André. 2020. Embedded emotions - a data driven approach to learn transferable feature representations from raw speech input for emotion recognition. preprint. |
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Srividya Tirunellai Rajamani, Kumar Rajamani and Björn Schuller. 2020. Emotion and theme recognition in music using attention-based methods. In Steven Hicks, Debesh Jha, Konstantin Pogorelov, Alba García Seco De Herrera, Dmitry Bogdanov, Pierre-Etienne Martin, Stelios Andreadis, Minh-Son Dao, Zhuoran Liu, José Vargas-Quirós, Benjamin Kille, Martha Larson (Eds.). MediaEval 2020 - Multimedia Benchmark Workshop 2020: Workshop Notes, Proceedings of the MediaEval 2020 Workshop, Online, 14-15 December 2020. RWTH Aachen University, Aachen, 27 |
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Maurice Gerczuk, Shahin Amiriparian, Sandra Ottl, Srividya Tirunellai Rajamani and Björn W. Schuller. 2020. Emotion and themes recognition in music with convolutional and recurrent attention-blocks. In Steven Hicks, Debesh Jha, Konstantin Pogorelov, Alba García Seco De Herrera, Dmitry Bogdanov, Pierre-Etienne Martin, Stelios Andreadis, Minh-Son Dao, Zhuoran Liu, José Vargas-Quirós, Benjamin Kille, Martha Larson (Eds.). MediaEval 2020 - Multimedia Benchmark Workshop 2020: Workshop Notes, Proceedings of the MediaEval 2020 Workshop, Online, 14-15 December 2020. RWTH Aachen University, Aachen, 60 |
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Andrea Fendt, Christian Mannweiler, Katja Ludwig, Lars Christoph Schmelz and Bernhard Bauer. 2020. End-to-end mobile network slice embedding leveraging edge computing. In Pal Varga, Doug Zuckerman, Lisandro Zambenedetti Granville, Peter Orosz and Jérôme François (Ed.). NOMS 2020 - 2020 IEEE/IFIP Network Operations and Management Symposium, 20-24 April 2020, Budapest, Hungary. IEEE, Piscataway, NJ, 1-7. DOI: 10.1109/NOMS47738.2020.9110442 |
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Catharine Oertel, Ginevra Castellano, Mohamed Chetouani, Jauwairia Nasir, Mohammad Obaid, Catherine Pelachaud and Christopher Peters. 2020. Engagement in human-agent interaction: an overview. Frontiers in Robotics and AI 7, 92. DOI: 10.3389/frobt.2020.00092 |
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Zhao Ren, Jing Han, Nicholas Cummins and Björn Schuller. 2020. Enhancing transferability of black-box adversarial attacks via lifelong learning for speech emotion recognition models. In Helen Meng, Bo Xu and Thomas Zheng (Ed.). Proceedings: Interspeech 2020, 25-29 October 2020, Shanghai. ISCA Archive, 496-500. DOI: 10.21437/interspeech.2020-1869 |
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Nikolas Klug, Moritz Einfalt, Stephan Brehm and Rainer Lienhart. 2020. Error bounds of projection models in weakly supervised 3D human pose estimation. In 2020 International Conference on 3D Vision (3DV), Fukuoka, Japan, 25-28 November 2020. IEEE, Piscataway, NJ, 898-907 DOI: 10.1109/3DV50981.2020.00100 |
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Richard Nordsieck, Michael Heider, Andreas Angerer and Jörg Hähner. 2020. Evaluating the effect of user-given guiding attention on the learning process. In Esam El-Araby, Sven Tomforde, Timothy Wood, Pradeep Kumar, Claudia Raibulet, Ioan Petri, Gabriele Valentini, Phyllis Nelson and Barry Porter (Ed.). 2020 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS), 17-21 August 2020, Washington, DC, USA. IEEE, Piscataway, NJ, 215-221. DOI: 10.1109/acsos49614.2020.00044 |
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Johanna Magdalena Kuch and Saskia Johanna Wiedenroth. 2020. Evaluation of interactive sound in a gamified learning application. In Luis Gómez Chova, Agustín López Martínez, Ignacio Candel Torres (Eds.). ICERI2020 Proceedings: 13th annual International Conference of Education, Research and Innovation, 9-10 November, 2020, online. IATED Academy, Valencia, 4355-4364 DOI: 10.21125/iceri.2020.0963 |
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Chi Tai Dang, Ilhan Aslan, Andreas Seiderer and Elisabeth André. 2020. Exploring ambient air quality notifications for smart rooms. In Catia Prandi and Johann Marquez-Barja (Ed.). Proceedings of the 6th EAI International Conference on Smart Objects and Technologies for Social Good, Antwerp, Belgium, September 2020. ACM, New York, NY, 102-107. DOI: 10.1145/3411170.3411229 |
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Jing Han, Zixing Zhang, Zhao Ren and Björn Schuller. 2020. Exploring perception uncertainty for emotion recognition in dyadic conversation and music listening. Cognitive Computation 13, 231-240. DOI: 10.1007/s12559-019-09694-4 |
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Davide Bilò, Tobias Friedrich, Pascal Lenzner, Anna Melnichenko and Louise Molitor. 2020. Fair tree connection games with topology-dependent edge cost. In Nitin Saxena, Sunil Simon (Eds.). 40th IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science (FSTTCS 2020), December 14–18, 2020, virtual conference. Schloss Dagstuhl – Leibniz-Zentrum für Informatik, Dagstuhl, 15:1-15:15 DOI: 10.4230/LIPIcs.FSTTCS.2020.15 |
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Fabian Stieler, Fabian Rabe and Bernhard Bauer. 2020. Federated medical data - how much can deep learning models benefit? [Poster]. In AMIA 2020 Virtual Clinical Informatics Converence, May 19-21. |
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Nicholas Cummins and Björn W. Schuller. 2020. Five crucial challenges in digital health. Frontiers in Digital Health 2, 536203. DOI: 10.3389/fdgth.2020.536203 |
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Hagen Echzell, Tobias Friedrich, Pascal Lenzner and Anna Melnichenko. 2020. Flow-based network creation games. In Christian Bessiere (Ed.). Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence 2020, Yokohama, Japan, January 2021. International Joint Conferences on Artificial Intelligence Organization (IFCAI), 139-145 DOI: 10.24963/ijcai.2020/20 |
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Simon Stieber, Niklas Schröter, Alexander Schiendorfer, Alwin Hoffmann and Wolfgang Reif. 2020. FlowFrontNet: improving carbon composite manufacturing with CNNs. In European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases - ECML PKDD 2020, 14-18 September 2020. |
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Mohamed Benouis, Leandro D. Medus, Mohamed Saban, Grzegorz Łabiak and Alfredo Rosado-Muñoz. 2020. Food tray sealing fault detection using hyperspectral imaging and PCANet. IFAC-PapersOnLine 53, 2, 7845-7850. DOI: 10.1016/j.ifacol.2020.12.1955 |
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Justin P. Whalley, Ivo Buchhalter, Esther Rheinbay, Keiran M. Raine, Miranda D. Stobbe, Kortine Kleinheinz, Johannes Werner, Sergi Beltran, Marta Gut, Daniel Hübschmann, Barbara Hutter, Dimitri Livitz, Marc D. Perry, Mara Rosenberg, Gordon Saksena, Jean-Rémi Trotta, Roland Eils, Daniela S. Gerhard, Peter J. Campbell, Matthias Schlesner and Ivo G. Gut. 2020. Framework for quality assessment of whole genome cancer sequences. Nature Communications 11, 1, 5040. DOI: 10.1038/s41467-020-18688-y |
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Zhao Ren, Alice Baird, Jing Han, Zixing Zhang and Björn Schuller. 2020. Generating and protecting against adversarial attacks for deep speech-based emotion recognition models. In Ana I. Pérez-Neira, Xavier Mestre, Pau Closas and Monica Bugallo (Ed.). International Conference on Acoustics, Speech and Signal Processing (ICASSP 2020, Barcelona, Spain, 4-8 May 2020. IEEE, New York, NY, 7184-7188. DOI: 10.1109/icassp40776.2020.9054087 |
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Lukas Rosenbauer, Anthony Stein and Jörg Hähner. 2020. Generic approaches for parallel rule matching in learning classifier systems. In Carlos Artemio Coello Coello (Ed.). Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, July 2020, Cancún, Mexico. ACM, New York, NY, 1789-1797. DOI: 10.1145/3377929.3398102 |
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Dina Cramer, Johanna Mazur, Octavio Espinosa, Matthias Schlesner, Daniel Hübschmann, Roland Eils and Eike Staub. 2020. Genetic interactions and tissue specificity modulate the association of mutations with drug response. Molecular Cancer Therapeutics 19, 3, 927-936. DOI: 10.1158/1535-7163.mct-19-0045 |
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Nikolaos Strepis, Henry D. Naranjo, Jan P. Meier-Kolthoff, Markus Göker, Nicole Shapiro, Nikos Kyrpides, Hans-Peter Klenk, Peter J. Schaap, Alfons J. M. Stams and Diana Z. Sousa. 2020. Genome-guided analysis allows the identification of novel physiological traits in Trichococcus species. BMC Genomics 21, 1, 24. DOI: 10.1186/s12864-019-6410-x |
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Soo-Zin Kim-Wanner, Yassen Assenov, Mridul B. Nair, Dieter Weichenhan, Axel Benner, Natalia Becker, Katharina Landwehr, Ruprecht Kuner, Holger Sültmann, Manel Esteller, Ina Koch, Michael Lindner, Michael Meister, Michael Thomas, Matthias Bieg, Ursula Klingmüller, Matthias Schlesner, Arne Warth, Benedikt Brors, Erhard Seifried, Halvard Bönig, Christoph Plass, Angela Risch and Thomas Muley. 2020. Genome-wide DNA methylation profiling in early stage I lung adenocarcinoma reveals predictive aberrant methylation in the promoter region of the long noncoding RNA PLUT: an exploratory study. Journal of Thoracic Oncology 15, 8, 1338-1350. DOI: 10.1016/j.jtho.2020.03.023 |
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Lina Sieverling, Chen Hong, Sandra D. Koser, Philip Ginsbach, Kortine Kleinheinz, Barbara Hutter, Delia M. Braun, Isidro Cortés-Ciriano, Ruibin Xi, Rolf Kabbe, Peter J. Park, Roland Eils, Matthias Schlesner, Benedikt Brors, Karsten Rippe, David T. W. Jones and Lars Feuerbach. 2020. Genomic footprints of activated telomere maintenance mechanisms in cancer. Nature Communications 11, 1, 733. DOI: 10.1038/s41467-019-13824-9 |
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Pavlo Lutsik, Annika Baude, Daniela Mancarella, Simin Öz, Alexander Kühn, Reka Toth, Joschka Hey, Umut H. Toprak, Jinyeong Lim, Viet Ha Nguyen, Chao Jiang, Anand Mayakonda, Mark Hartmann, Felix Rosemann, Kersten Breuer, Dominik Vonficht, Florian Grünschläger, Suman Lee, Maren Kirstin Schuhmacher, Denis Kusevic, Anna Jauch, Dieter Weichenhan, Jozef Zustin, Matthias Schlesner, Simon Haas, Joo Hyun Park, Yoon Jung Park, Udo Oppermann, Albert Jeltsch, Florian Haller, Jörg Fellenberg, Anders M. Lindroth and Christoph Plass. 2020. Globally altered epigenetic landscape and delayed osteogenic differentiation in H3.3-G34W-mutant giant cell tumor of bone. Nature Communications 11, 1, 5414. DOI: 10.1038/s41467-020-18955-y |
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Angela Radetz, Nabin Koirala, Julia Krämer, Andreas Johnen, Vinzenz Fleischer, Gabriel Gonzalez‐Escamilla, Manuela Cerina, Muthuraman Muthuraman, Sven G. Meuth and Sergiu Groppa. 2020. Gray matter integrity predicts white matter network reorganization in multiple sclerosis. Human Brain Mapping 41, 4, 917-927. DOI: 10.1002/hbm.24849 |
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Gabriel Gonzalez‐Escamilla, Dumitru Ciolac, Silvia De Santis, Angela Radetz, Vinzenz Fleischer, Amgad Droby, Alard Roebroeck, Sven G. Meuth, Muthuraman Muthuraman and Sergiu Groppa. 2020. Gray matter network reorganization in multiple sclerosis from 7‐Tesla and 3‐Tesla MRI data. Annals of Clinical and Translational Neurology 7, 4, 543-553. DOI: 10.1002/acn3.51029 |
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Sandra Ottl, Shahin Amiriparian, Maurice Gerczuk, Vincent Karas and Björn Schuller. 2020. Group-level speech emotion recognition utilising deep spectrum features. In Khiet Truong, Dirk Heylen, Mary Czerwinski, Nadia Berthouze, Mohamed Chetouani and Mikio Nakano (Ed.). ICMI '20: Proceedings of the 2020 International Conference on Multimodal Interaction, Virtual Event, Netherlands, October 25 - 29, 2020. ACM, New York, NY, 821-826. DOI: 10.1145/3382507.3417964 |
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Y. Tian, C. Snoek, J. Wang, Z. Liu, Rainer Lienhart and S. Boll. 2020. Guest editorial: multimedia computing with interpretable machine learning. IEEE Transactions on Multimedia 22, 7, 1661-1666. DOI: 10.1109/tmm.2020.2991292 |
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Zixing Zhang, Dimitris N. Metaxas, Hung-Yi Lee and Björn W. Schuller. 2020. Guest editorial: special issue on adversarial learning in computational intelligence. IEEE Transactions on Emerging Topics in Computational Intelligence 4, 4, 414-416. DOI: 10.1109/tetci.2020.3006295 |
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Rico Amslinger, Christian Piatka, Florian Haas, Sebastian Weis, Theo Ungerer and Sebastian Altmeyer. 2020. Hardware multiversioning for fail-operational multithreaded applications. In Miguel Areias, Jorge Barbosa and Inês Dutra (Ed.). 2020 IEEE 32nd International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), 9-11 Sept. 2020, Porto, Portugal. IEEE, Piscataway, NJ, 20-27. DOI: 10.1109/sbac-pad49847.2020.00014 |
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Albrecht Stenzinger, Volker Endris, Jan Budczies, Sabine Merkelbach-Bruse, Daniel Kazdal, Wolfgang Dietmaier, Nicole Pfarr, Udo Siebolts, Michael Hummel, Sylvia Herold, Johanna Andreas, Martin Zoche, Lars Tögel, Eugen Rempel, Jörg Maas, Diana Merino, Mark Stewart, Karim Zaoui, Matthias Schlesner, Hanno Glimm, Stefan Fröhling, Jeff Allen, David Horst, Gustavo Baretton, Claudia Wickenhauser, Markus Tiemann, Matthias Evert, Holger Moch, Thomas Kirchner, Reinhard Büttner, Peter Schirmacher, Andreas Jung, Florian Haller, Wilko Weichert and Manfred Dietel. 2020. Harmonization and standardization of panel-based tumor mutational burden measurement: real-world results and recommendations of the quality in pathology study. Journal of Thoracic Oncology 15, 7, 1177-1189. DOI: 10.1016/j.jtho.2020.01.023 |
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Ziping Zhao, Zhongtian Bao, Zixing Zhang, Nicholas Cummins, Haishuai Wang and Björn Schuller. 2020. Hierarchical attention transfer networks for depression assessment from speech. In Ana I. Pérez-Neira, Xavier Mestre, Pau Closas and Monica Bugallo (Ed.). International Conference on Acoustics, Speech and Signal Processing (ICASSP 2020), Barcelona, Spain, 4-8 May 2020. IEEE, New York, NY, 7159-7163. DOI: 10.1109/icassp40776.2020.9053207 |
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Shuo Liu, Jinlong Jiao, Ziping Zhao, Judith Dineley, Nicholas Cummins and Björn Schuller. 2020. Hierarchical component-attention based speaker turn embedding for emotion recognition. In Asim Roy (Ed.). International Joint Conference on Neural Networks (IJCNN 2020), Glasgow, UK, 19-24 July 2020. IEEE, New York, NY, 1-7. DOI: 10.1109/ijcnn48605.2020.9207374 |
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Kazi Nazmul Haque, Rajib Rana and Björn Schuller. 2020. High-fidelity audio generation and representation learning with guided adversarial autoencoder. IEEE Access 8, 223509-223528. DOI: 10.1109/access.2020.3040797 |
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Stephan Brehm, Sebastian Scherer and Rainer Lienhart. 2020. High-resolution dual-stage multi-level feature aggregation for single image and video deblurring. In Terry Boult, Gerard Medioni, Ramin Zabih, Eric Mortensen and Margaux Masson (Ed.). 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 14-19 June 2020, Seattle, WA, USA. IEEE, Piscataway, NJ, 1872-1881. DOI: 10.1109/cvprw50498.2020.00237 |
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Sarah Wassermann, Pedro Casas, Michael Seufert, Nikolas Wehner, Joshua Schüler and Tobias Hoßfeld. 2020. How good is your mobile (web) surfing? Speed index inference from encrypted traffic [Poster]. In Proceedings of the SIGCOMM '20 Poster and Demo Sessions, August 10-14, 2020, Virtual event. ACM, New York, NY, 35-36 DOI: 10.1145/3405837.3411382 |
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Yekta Said Can, Dilara Gokay, Dilruba Reyyan Kılıç, Deniz Ekiz, Niaz Chalabianloo and Cem Ersoy. 2020. How laboratory experiments can be exploited for monitoring stress in the wild: a bridge between laboratory and daily life. Sensors 20, 3, 838. DOI: 10.3390/s20030838 |
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Yekta Said Can, Heather Iles-Smith, Niaz Chalabianloo, Deniz Ekiz, Javier Fernández-Álvarez, Claudia Repetto, Giuseppe Riva and Cem Ersoy. 2020. How to relax in stressful situations: a smart stress reduction system. Healthcare 8, 2, 100. DOI: 10.3390/healthcare8020100 |
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Klaus Weber, Niklas Rach, Wolfgang Minker and Elisabeth André. 2020. How to win arguments: empowering virtual agents to improve their persuasiveness. Datenbank-Spektrum 20, 161-169. DOI: 10.1007/s13222-020-00345-9 |
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Ziping Zhao, Qifei Li, Nicholas Cummins, Bin Liu, Haishuai Wang, Jianhua Tao and Björn Schuller. 2020. Hybrid network feature extraction for depression assessment from speech. In Helen Meng, Bo Xu and Thomas Zheng (Ed.). Proceedings: Interspeech 2020, 25-29 October 2020, Shanghai. ISCA Archive, 4956-4960. DOI: 10.21437/interspeech.2020-2396 |
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Vedhas Pandit, Maximilian Schmitt, Nicholas Cummins and Björn Schuller. 2020. I see it in your eyes: training the shallowest-possible CNN to recognise emotions and pain from muted web-assisted in-the-wild video-chats in real-time. Information Processing & Management 57, 6, 102347. DOI: 10.1016/j.ipm.2020.102347 |
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Daniela Choukair, Birgit Eberle, Philipp Vick, Pia Hermanns, Birgit Weiss, Nagarajan Paramasivam, Matthias Schlesner, Katharina Lornsen, Ralph Roeth, Carina Klutmann, Jennifer Kreis, Georg F. Hoffmann, Joachim Pohlenz, Gudrun A. Rappold and Markus Bettendorf. 2020. Identification of transient receptor potential channel 4-associated protein as a novel candidate gene causing congenital primary hypothyroidism. Hormone Research in Paediatrics 93, 1, 16-29. DOI: 10.1159/000507114 |
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Filip Marković, Jan Carlson, Sebastian Altmeyer and Radu Dobrin. 2020. Improving the accuracy of cache-aware response time analysis using preemption partitioning. In Marcus Völp (Ed.). 32nd Euromicro Conference on Real-Time Systems (ECRTS 2020). Schloss Dagstuhl, Leibniz-Zentrum für Informatik, Dagstuhl (Leibniz International Proceedings in Informatics (LIPIcs) ; 165), 5:1-5:23. DOI: 10.4230/LIPIcs.ECRTS.2020.5 |
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Marek Cmero, Ke Yuan, Cheng Soon Ong, Jan Schröder, Niall M. Corcoran, Tony Papenfuss, Christopher M. Hovens, Florian Markowetz, Geoff Macintyre and Matthias Schlesner. 2020. Inferring structural variant cancer cell fraction. Nature Communications 11, 1, 730. DOI: 10.1038/s41467-020-14351-8 |
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Alice Baird, Meishu Song and Björn Schuller. 2020. Interaction with the soundscape: exploring emotional audio generation for improved individual wellbeing. Lecture Notes in Computer Science 12217, 229-242. DOI: 10.1007/978-3-030-50334-5_15 |
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Simon Flutura, Andreas Seiderer, Tobias Huber, Katharina Weitz, Ilhan Aslan, Ruben Schlagowski, Elisabeth André and Joachim Rathmann. 2020. Interactive machine learning and explainability in mobile classification of forest-aesthetics. In Catia Prandi and Johann Marquez-Barja (Ed.). GoodTechs '20: Proceedings of the 6th EAI International Conference on Smart Objects and Technologies for Social Good, September 2020, Antwerp, Belgium. ACM, New York, NY, 90-95. DOI: 10.1145/3411170.3411225 |
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Christian Piatka, Rico Amslinger, Florian Haas, Sebastian Weis, Sebastian Altmeyer and Theo Ungerer. 2020. Investigating transactional memory for high performance embedded systems. Lecture Notes in Computer Science 12155, 97-108. DOI: 10.1007/978-3-030-52794-5_8 |
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Sinah Engel, Christiane Graetz, Anke Salmen, Muthuraman Muthuraman, Gerrit Toenges, Björn Ambrosius, Antonios Bayas, Achim Berthele, Christoph Heesen, Luisa Klotz, Tania Kümpfel, Ralf A. Linker, Sven G. Meuth, Friedemann Paul, Martin Stangel, Björn Tackenberg, Florian Then Bergh, Hayrettin Tumani, Frank Weber, Brigitte Wildemann, Uwe K. Zettl, Gisela Antony, Stefan Bittner, Sergiu Groppa, Bernhard Hemmer, Heinz Wiendl, Ralf Gold, Frauke Zipp, Christina M. Lill and Felix Luessi. 2020. Is APOE ε4 associated with cognitive performance in early MS?. Neurology - Neuroimmunology Neuroinflammation 7, 4, e728. DOI: 10.1212/nxi.0000000000000728 |
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Sinah Engel, Christiane Graetz, Anke Salmen, Muthuraman Muthuraman, Gerrit Toenges, Björn Ambrosius, Antonios Bayas, Achim Berthele, Christoph Heesen, Luisa Klotz, Tania Kümpfel, Ralf A. Linker, Sven G. Meuth, Friedemann Paul, Martin Stangel, Björn Tackenberg, Florian Then Bergh, Hayrettin Tumani, Frank Weber, Brigitte Wildemann, Uwe K. Zettl, Gisela Antony, Stefan Bittner, Sergiu Groppa, Bernhard Hemmer, Heinz Wiendl, Ralf Gold, Frauke Zipp, Christina M. Lill and Felix Luessi. 2020. Is APOE ε4 associated with cognitive performance in early MS?. Neurology, Neuroimmunology & Neuroinflammation 7, 4, e728. DOI: 10.1212/nxi.0000000000000728 |
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Jauwairia Nasir, Barbara Bruno and Pierre Dillenbourg. 2020. Is there 'ONE way' of learning? A data-driven approach. In Khiet Truong, Dirk Heylen, Mary Czerwinski, Nadia Berthouze, Mohamed Chetouani, Mikio Nakano (Eds.). ICMI '20 Companion: Companion Publication of the 2020 International Conference on Multimodal Interaction, October 25-29, 2020, virtual event, Netherlands. ACM, New York, NY, 388-391 DOI: 10.1145/3395035.3425200 |
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Kai Hildebrandt, Fabian Panse, Niklas Wilcke and Norbert Ritter. 2020. Large-scale data pollution with Apache Spark. IEEE Transactions on Big Data 6, 2, 396-411. DOI: 10.1109/tbdata.2016.2637378 |
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Decky Aspandi, Adria Mallol-Ragolta, Björn Schuller and Xavier Binefa. 2020. Latent-based adversarial neural networks for facial affect estimations. In Juan Wachs, Sergio Escalera, Jeffrey Cohn, Vitomir Štruc and Francisco Gómez-Fernández (Ed.). 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020), Buenos Aires, Argentina, 16-20 November 2020. IEEE, New York, NY, 606-610. DOI: 10.1109/fg47880.2020.00053 |
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Gauri Deshpande, Sachin Patel, Sushovan Chanda, Priti Patil, Vasundhara Agrawal and Björn W. Schuller. 2020. Laughter as a controller in a stress buster game. In Sean A. Munson, Stephen M. Schueller and Rosa Arriaga (Ed.). PervasiveHealth '20: Proceedings of the 14th EAI International Conference on Pervasive Computing Technologies for Healthcare, Atlanta, GA, USA, May 18 - 20, 2020. ACM, New York, NY, 316-324. DOI: 10.1145/3421937.3421984 |
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Julia Krützmann, Alexander Schiendorfer, Sergej Beratz, Judith Moosburger-Will, Siegfried R. Horn and Wolfgang Reif. 2020. Learning controllers for adaptive spreading of carbon fiber tows. In Proceedings of the Sixth International Conference on Machine Learning, Optimization, and Data Science - LOD 2020, 19-23 September 2020, Certosa di Pontignano, Siena, Tuscany, Italy. , 65-77 |
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Tomoya Koike, Kun Qian, Björn W. Schuller and Yoshiharu Yamamoto. 2020. Learning higher representations from pre-trained deep models with data augmentation for the COMPARE 2020 Challenge Mask Task. In Helen Meng, Bo Xu and Thomas Zheng (Ed.). Interspeech 2020, Shanghai, China, 25-29 October 2020. ISCA, 2047-2051. DOI: 10.21437/interspeech.2020-1552 |
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Stephan Brehm, Philipp Harzig, Moritz Einfalt and Rainer Lienhart. 2020. Learning segmentation from object color. In Jia Li and Shuyuan Zhu (Ed.). 2020 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR), 6-8 August 2020, Shenzhen, Guangdong, China. IEEE, Piscataway, NJ, 139-144. DOI: 10.1109/mipr49039.2020.00036 |
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Arijit Mallick, Jörg Stückler and Hendrik Lensch. 2020. Learning to adapt multi-view stereo by self-supervision. In Neill Campbell, Oisin Mac Aodha, William Smith, Lourdes Agapito, Martin Fergie, Moi Hoon Yap, Maji Mirmehdi (Eds.). 31st British Machine Vision Virtual Conference (BMVC), 7-10 September 2020, London, UK. BMVC, London |
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Vivek K. Singh, Elisabeth André, Susanne Boll, Mireille Hildebrandt and David A. Shamma. 2020. Legal and ethical challenges in multimedia research. IEEE MultiMedia 27, 2, 46-54. DOI: 10.1109/mmul.2020.2994823 |
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