Publikationsübersicht
Publikationen (Institut für Informatik)
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2025 |
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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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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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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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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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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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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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Edward R. Watkins, Fiona C. Warren, Alexandra Newbold, Claire Hulme, Timothy Cranston, Benjamin Aas, Holly Bear, Cristina Botella, Felix Burkhardt, Thomas Ehring, Mina Fazel, Johnny R. J. Fontaine, Mads Frost, Azucena Garcia-Palacios, Ellen Greimel, Christiane Hößle, Arpine Hovasapian, Veerle E. I. Huyghe, Kostas Karpouzis, Johanna Löchner, Guadalupe Molinari, Reinhard Pekrun, Belinda Platt, Tabea Rosenkranz, Klaus R. Scherer, Katja Schlegel, Björn W. Schuller, Gerd Schulte-Korne, Carlos Suso-Ribera, Varinka Voigt, Maria Voß and Rod S. Taylor. 2024. Emotional competence self-help mobile phone app versus cognitive behavioural self-help app versus self-monitoring app to promote mental wellbeing in healthy young adults (ECoWeB PROMOTE): an international, multicentre, parallel, open-label, randomised controlled trial. The Lancet Digital Health 6, 12, e904-e913. DOI: 10.1016/s2589-7500(24)00149-3 |
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Annalena Aicher, Yuki Matsuda, Keichii Yasumoto, Wolfgang Minker, Elisabeth André and Stefan Ultes. 2024. Enhancing reflective and conversational user engagement in argumentative dialogues with virtual agents. Multimodal Technologies and Interaction 8, 8, 71. DOI: 10.3390/mti8080071 |
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Peter Baumann, Oliver Kotte, Lars Mikelsons and Dieter Schramm. 2024. Enhancing the coupling of real-virtual prototypes: a method for latency compensation. Electronics 13, 6, 1077. DOI: 10.3390/electronics13061077 |
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Simon Krogmann, Pascal Lenzner, Alexander Skopalik, Marc Uetz and Marnix C. Vos. 2024. Equilibria in two-stage facility location with atomic clients. In Kate Larson (Ed.). Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, Jeju, Korea, 3-9 August 2024. International Joint Conferences on Artificial Intelligence Organization (IFCAI), 2842-2850 DOI: 10.24963/ijcai.2024/315 |
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Shahin Amiriparian, Filip Packań, Maurice Gerczuk and Björn W. Schuller. 2024. ExHuBERT: enhancing HuBERT through block extension and fine-tuning on 37 emotion datasets. In Itshak Lapidot, Sharon Gannot (Eds.). Interspeech 2024 - 25th Annual Conference of the International Speech Communication Association, 1-5 September 2024, Kos, Greece. ISCA, 2635-2639 DOI: 10.21437/interspeech.2024-280 |
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Sebastian Angrick, Ben Bals, Tobias Friedrich, Hans Gawendowicz, Niko Hastrich, Nicolas Klodt, Pascal Lenzner, Jonas Schmidt, George Skretas and Armin Wells. 2024. How to reduce temporal cliques to find sparse spanners. In Timothy Chan, Johannes Fischer, John Iacono, Grzegorz Herman (Eds.). 32nd Annual European Symposium on Algorithms (ESA 2024): ESA 2024, September 2-4, 2024, Royal Holloway, London, United Kingdom. Schloss Dagstuhl – Leibniz-Zentrum für Informatik, Schloss Dagstuhl, 11:1-11:15 DOI: 10.4230/LIPIcs.ESA.2024.11 |
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Sergio García-García, Santiago Cepeda, Dominik Müller, Alejandra Mosteiro, Ramón Torné, Silvia Agudo, Natalia de la Torre, Ignacio Arrese and Rosario Sarabia. 2024. Mortality prediction of patients with subarachnoid hemorrhage using a deep learning model based on an initial brain CT scan. Brain Sciences 14, 1, 10. DOI: 10.3390/brainsci14010010 |
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Nicolas Poirier, Jakob S. Kottmann, Alán Aspuru‐Guzik, Luc Mongeau and Alireza Najafi‐Yazdi. 2024. Range‐separated density functional theory using multiresolution analysis and quantum computing. Journal of Computational Chemistry 45, 23, 1987-2000. DOI: 10.1002/jcc.27384 |
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Areeba Patel, Kirsten Göbel, Felix Hinz, Helin Dogan, Daniel Schrimpf, Pauline Göller, Henning Leske, Skarpheoinn Halldórsson, Graeme Fox, Simon Deacon, Simon Paine, Stuart Smith, Natalie Jäger, Christel Herold-Mende, Wolfgang Wick, Stefan Pfister, Einar Vik-Mo, Andreas von Deimling, Matthias Schlesner, David T. Jones, Matthew Loose, Martin Sill and Felix Sahm. 2024. Rapid-CNS2 combined with MNP-Flex enables next-day comprehensive molecular diagnostic profiling of CNS tumors in a global cohort [Abstract]. The Journal of Molecular Diagnostics 26, 6, Supplement, S13. DOI: 10.1016/S1525-1578(24)00122-3 |
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Hao Ding, Bahman Nasseroleslami, Daniela Mirzac, Ioannis Ugo Isaias, Jens Volkmann, Gunter Deuschl, Sergiu Groppa and Muthuraman Muthuraman. 2024. Re-emergent tremor in Parkinson's disease: evidence of pathologic β and prokinetic γ activity. Movement Disorders 39, 5, 778-787. DOI: 10.1002/mds.29771 |
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Teodor Parella-Dilmé, Korbinian Kottmann, Leonardo Zambrano, Luke Mortimer, Jakob S. Kottmann and Antonio Acín. 2024. Reducing entanglement with physically inspired fermion-to-qubit mappings. PRX Quantum 5, 3, 030333. DOI: 10.1103/prxquantum.5.030333 |
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Osman Tugay Başaran, Yekta Said Can, Elisabeth André and Cem Ersoy. 2024. Relieving the burden of intensive labeling for stress monitoring in the wild by using semi-supervised learning. Frontiers in Psychology 14, 1293513. DOI: 10.3389/fpsyg.2023.1293513 |
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Alexander Stegmeier, Peter Knauer, Philipp Schubaur, Christian Piatka, Dominik Merli and Sebastian Altmeyer. 2024. Safe and secure? On the timing analysability of cryptographic implementations. In Iain Bate, Benny Akesson, Xiaotian Dai (Eds.). 2024 IEEE 30th Real-Time and Embedded Technology and Applications Symposium (RTAS), 13-16 May 2024, Hong Kong, Hong Kong. IEEE, Piscataway, NJ, 68-80 DOI: 10.1109/rtas61025.2024.00014 |
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Julia Siemann, Anne Kroeger, Stephan Bender, Muthuraman Muthuraman and Michael Siniatchkin. 2024. Segregated dynamical networks for biological motion perception in the mu and beta range underlie social deficits in autism. Diagnostics 14, 4, 408. DOI: 10.3390/diagnostics14040408 |
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Anika Seufert, Carina Baur, Fabian Poignée, Michael Seufert and Tobias Hoßfeld. 2024. Sitting, chatting, waiting: influence of loading times on mobile instant messaging QoE. In 2024 16th International Conference on Quality of Multimedia Experience (QoMEX), June 18-20, 2024, Karlshamn, Sweden. IEEE, Piscataway, NJ, 100-103 DOI: 10.1109/QoMEX61742.2024.10598245 |
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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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Bianca Grosser, Christian M. Heyer, Johannes Austgen, Eva Sipos, Nic G. Reitsam, Andreas Hauser, Alison VanSchoiack, David Kroeppler, Dmytro Vlasenko, Andreas Probst, Alexander Novotny, Wilko Weichert, Gisela Keller, Matthias Schlesner and Bruno Märkl. 2024. Stroma AReactive Invasion Front Areas (SARIFA) proves prognostic relevance in gastric carcinoma and is based on a tumor–adipocyte interaction indicating an altered immune response. Gastric Cancer 27, 72-85. DOI: 10.1007/s10120-023-01436-8 |
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Moritz Bauermann, Ann-Kathrin Schindler, Tobias Hallmen, Miriam Kunz, Elisabeth André and Thomas Rotthoff. 2024. Studienprotokoll: "AI Effect – Untersuchung der lernwirksamen Annahme von KI-generierten und durch Avatare vermittelten Feedback und Feedforward zur ärztlichen Kommunikation bei Medizinstudierenden in einer Simulationsumgebung" [Abstract]. In Raphaël Bonvin (Ed.). "Über Lernen, Lehren und Prüfen hinaus... der Mensch!": Jahrestagung der Gesellschaft für Medizinische Ausbildung (GMA), 05.-09.08.2024, Freiburg, Schweiz; Abstractband. Gesellschaft für Medizinische Ausbildung (GMA), Erlangen, 115-117 |
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Till Seiboldt, Constantia Zeiser, Duy Nguyen, Simay Celikyürekli, Sonja Herter, Sara Najafi, Alexandra Stroh-Dege, Chris Meulenbroeks, Norman Mack, Rabia Salem-Altintas, Frank Westermann, Matthias Schlesner, Till Milde, Marcel Kool, Tim Holland-Letz, Meike Vogler, Heike Peterziel, Olaf Witt and Ina Oehme. 2024. Synergy of retinoic acid and BH3 mimetics in MYC(N)-driven embryonal nervous system tumours. British Journal of Cancer 131, 4, 763-777. DOI: 10.1038/s41416-024-02740-5 |
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Mazhar Hameed, Gerardo Vitagliano, Fabian Panse and Felix Naumann. 2024. TASHEEH: repairing row-structure in raw CSV files. In Proceedings 27th International Conference on Extending Database Technology (EDBT 2024), March 25-28, 2024, Paestum, Italy. OpenProceedings, Konstanz, 426-439 DOI: 10.48786/edbt.2024.37 |
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Luuk H. Boulogne, Julian Lorenz, Daniel Kienzle, Robin Schön, Katja Ludwig, Rainer Lienhart, Simon Jegou, Guang Li, Cong Chen, Qi Wang, Derik Shi, Mayug Maniparambil, Dominik Müller, Silvan Mertes, Niklas Schröter, Fabio Hellmann, Miriam Elia, Ine Dirks, Matias Nicolas Bossa, Abel Diaz Berenguer, Tanmoy Mukherjee, Jef Vandemeulebroucke, Hichem Sahli, Nikos Deligiannis, Panagiotis Gonidakis, Ngoc Dung Huynh, Imran Razzak, Reda Bouadjenek, Mario Verdicchio, Pasquale Borrelli, Marco Aiello, James A. Meakin, Alexander Lemm, Christoph Russ, Razvan Ionasec, Nikos Paragios, Bram van Ginneken and Marie-Pierre Revel Dubios. 2024. The STOIC2021 COVID-19 AI challenge: applying reusable training methodologies to private data. Medical Image Analysis 97, 103230. DOI: 10.1016/j.media.2024.103230 |
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Zhao Ren, Yi Chang, Katrin D. Bartl-Pokorny, Florian B. Pokorny and Björn W. Schuller. 2024. The acoustic dissection of cough: diving into machine listening-based COVID-19 analysis and detection. Journal of Voice 38, 6, 1264-1277. DOI: 10.1016/j.jvoice.2022.06.011 |
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Sandrine Jayne, Cristina López, Natalie Put, Inga Nagel, Els Lierman, Eva Maria Murga Penas, Lucienne Michaux, Matthew J. Ahearne, Harriet S. Walter, Susanne Bens, Cosima Drewes, Monika Szczepanowski, Matthias Schlesner, Philip Rosenstiel, Iwona Wlodarska, Reiner Siebert and Martin J. S. Dyer. in press. The chromosomal translocation t(1;6)(p35.3;p25.2), recurrent in chronic lymphocytic leukaemia, leads to RCC1::IRF4 fusion. British Journal of Haematology . DOI: 10.1111/bjh.19790 |
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Nelly Seusing, Sebastian Strauss, Robert Fleischmann, Christina Nafz, Sergiu Groppa, Muthuraman Muthuraman, Hao Ding, Winston D. Byblow, Martin Lotze and Matthias Grothe. 2024. The excitability of ipsilateral motor evoked potentials is not task-specific and spatially distinct from the contralateral motor hotspot. Experimental Brain Research 242, 1851-1859. DOI: 10.1007/s00221-024-06851-6 |
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Katharina Dietz, Michael Mühlhauser, Jochen Kögel, Stephan Schwinger, Marleen Sichermann, Michael Seufert, Dominik Herrmann and Tobias Hoßfeld. 2024. The missing link in network intrusion detection: taking AI/ML research efforts to users. IEEE Access 12, 79815-79837. DOI: 10.1109/access.2024.3406939 |
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Andreas Leinenbach, Marcel Wagner, Fabio Oettl and Johannes Schilp. 2024. The process data twin for digitized production. In D. Herberger, M. Hübner (Eds.). Proceedings of the CPSL 2024 - 6th Conference on Production Systems and Logistics. publish-Ing., Hannover, 647-655 DOI: 10.15488/17753 |
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Lars Brandt, Johannes Wüstner, Dominik Deden, Michael Kupke and Christoph Ament. 2024. Towards a model-based control for thermoplastic automated fiber placement. Manufacturing Letters 40, 97-99. DOI: 10.1016/j.mfglet.2024.03.021 |
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Daniel Kienzle, Katja Ludwig, Julian Lorenz and Rainer Lienhart. 2024. Towards learning monocular 3D object localization from 2D labels using the physical laws of motion. In Theodora Kontogianni, Akihiro Sugimoto, Gopal Sharma (Eds.). International Conference on 3D Vision 2024 (3DV), March 18-21, 2024, Davos, Switzerland. IEEE, Piscataway, NJ, 1564-1573 DOI: 10.1109/3DV62453.2024.00155 |
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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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Tobias Hallmen, Fabian Deuser, Norbert Oswald and Elisabeth André. 2024. Unimodal multi-task fusion for emotional mimicry intensity prediction. In 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 17-18 June 2024, Seattle, WA, USA. IEEE, Piscataway, NJ, 4657-4665 DOI: 10.1109/cvprw63382.2024.00468 |
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Daniel Gerber, Lukas Meitz, Lukas Rosenbauer and Jörg Hähner. 2024. Unsupervised anomaly detection in continuous integration pipelines. In Hermann Kaindl, Mike Mannion, Leszek Maciaszek (Eds.). Proceedings of the 19th International Conference on Evaluation of Novel Approaches to Software Engineering - ENASE, April 28-29, 2024, in Angers, France. SciTePress, Setúbal, 336-343 DOI: 10.5220/0012618500003687 |
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Elisabeth Veronica Mess, Frank Kramer, Julia Krumme, Nico Kanelakis and Alexandra Teynor. in press. Use of creative frameworks in healthcare to solve data and information problems: a scoping review. JMIR Human Factors . DOI: 10.2196/55182 |
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Soumia Benbakreti, Samir Benbakreti, Kadda Benyahia and Mohamed Benouis. 2024. Using ResNet-18 in a deep-learning framework and assessing the effects of adaptive learning rates in the identification of malignant masses in mammograms. Jordanian Journal of Computers and Information Technology 10, 1, 93-107. DOI: 10.5455/jjcit.71-1699818406 |
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Mohamed Benouis and Alfredo Rosado-Muñoz. 2024. Using ensemble of hand-feature engineering and machine learning classifiers for refining the subthalamic nucleus location from micro-electrode recordings in Parkinson's disease. Applied Sciences 14, 12, 5157. DOI: 10.3390/app14125157 |
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Maximilian U. Friedrich, Anna-Julia Roenn, Chiara Palmisano, Jane Alty, Steffen Paschen, Guenther Deuschl, Chi Wang Ip, Jens Volkmann, Muthuraman Muthuraman, Robert Peach and Martin M. Reich. 2024. Validation and application of computer vision algorithms for video-based tremor analysis. npj Digital Medicine 7, 1, 165. DOI: 10.1038/s41746-024-01153-1 |
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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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Antonia Vehlen, Steffen Eberhardt, Brian Schwartz, Tobias Baur, Dominik Schiller, Tobias Hallmen, Elisabeth André and Wolfgang Lutz. 2024. Verstehst du mich? Die Qualität automatischer Transkriptionen von Therapievideos im Kontext von Emotionsanalysen [Abstract]. In Ulrich Ansorge, Daniel Gugerell, Ulrich Pomper, Bence Szaszkó, Lena Werner (Eds.). 53rd DGPs Congress / 15th ÖGP Conference, September 16-19, 2024, Vienna, Austria: abstracts. Universität Wien, Wien, 740-741 |
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Florian B. Pokorny, Julian Linke, Nico Seddiki, Simon Lohrmann, Claus Gerstenberger, Katja Haspl, Marlies Feiner, Florian Eyben, Martin Hagmüller, Barbara Schuppler, Gernot Kubin and Markus Gugatschka. 2024. VocDoc, what happened to my voice? Towards automatically capturing vocal fatigue in the wild. Biomedical Signal Processing and Control 88, B, 105595. DOI: 10.1016/j.bspc.2023.105595 |
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Robin Schön, Daniel Kienzle and Rainer Lienhart. in press. WSESeg: introducing a dataset for the segmentation of winter sports equipment with a baseline for interactive segmentation. In 21st International Conference on Content-based Multimedia Indexing, September 18-20, 2024, Reykjavik, Iceland. IEEE, Piscataway, NJ |
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Katharina Dietz, Michael Seufert and Tobias Hoßfeld. 2024. Want more WANs? Comparison of traditional and GAN-based generation of Wide Area Network topologies via graph and performance metrics. IEEE Transactions on Network and Service Management 21, 1, 4-19. DOI: 10.1109/tnsm.2023.3298205 |
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Johann Frei, Florian J. Auer, Steffen Netzband, Yevgeniia Ignatenko and Frank Kramer. 2024. Web-based prototype for graphical exploration of FHIR® questionnaire responses. AMIA Annual Symposium Proceedings 2023, 351-358. |
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Marit M. Grimsrud, Michael Forster, Benjamin Goeppert, Georg Hemmrich-Stanisak, Irmi Sax, Krzysztof Grzyb, Peder R. Braadland, Alphonse Charbel, Carmen Metzger, Thomas Albrecht, Tim Alexander Steiert, Matthias Schlesner, Michael P. Manns, Arndt Vogel, Sheraz Yaqub, Tom H. Karlsen, Peter Schirmacher, Kirsten M. Boberg, Andre Franke, Stephanie Roessler and Trine Folseraas. 2024. Whole-exome sequencing reveals novel cancer genes and actionable targets in biliary tract cancers in primary sclerosing cholangitis. Hepatology Communications 8, 7, e0461. DOI: 10.1097/hc9.0000000000000461 |
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Ruben Schlagowski, Silvan Mertes, Dariia Nazarenko, Alexander Dauber and Elisabeth André. 2024. XR composition in the wild: the impact of user environments on creativity, UX and flow during music production in augmented reality. 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, 152-161 DOI: 10.1145/3678299.3678314 |
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Melitta B. Köpke, Stefan Schiele, Verena Schmid, R. Haidinger, B. Weilter, S. Seitz, E. Schumacher-Wulff, U.-S. Albert, T. Baumgartner, Christoph Aulmann, Hasan Alkomiet, Christian Dannecker, S. Corradini, J. Ettl, N. Harbeck, Ludwig Christian Hinske, M. Kiechle, Miriam Kunz, O. Koelbl, O. Ortmann, Anna Rubeck, Frank Kramer, Miriam Reicherts, A. Woeckel, P. Fasching, M. Beckmann and Nina Ditsch. 2024. Zufriedenheit bei Brustkrebserkrankten mit Erstgespräch bei Behandlung während der Corona-Pandemie – Subgrupenanalyse der WAVES-Studie [Abstract]. Geburtshilfe und Frauenheilkunde 84, 6, E35-E36. DOI: 10.1055/s-0044-1787395 |
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Thejan Rajapakshe, Rajib Rana, Sara Khalifa, Berrak Sisman, Björn W. Schuller and Carlos Busso. 2024. emoDARTS: joint optimization of CNN and sequential neural network architectures for superior speech emotion recognition. IEEE Access 12, 110492-110503. DOI: 10.1109/access.2024.3439604 |
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Philipp Mascha. 2023. A comparison of model confidence metrics on visual manufacturing quality data. In Massimo Tistarelli, Shiv Ram Dubey, Satish Kumar Singh, Xiaoyi Jiang (Eds.). Computer Vision and Machine Intelligence: proceedings of CVMI 2022. Springer Nature, Singapore, 165-177 DOI: 10.1007/978-981-19-7867-8_14 |
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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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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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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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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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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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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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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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Anatolie Vataman, Dumitru Ciolac, Vitalie Chiosa, Daniela Aftene, Pavel Leahu, Yaroslav Winter, Stanislav A. Groppa, Gabriel Gonzalez-Escamilla, Muthuraman Muthuraman and Sergiu Groppa. 2023. Dynamic flexibility and controllability of network communities in juvenile myoclonic epilepsy. Neurobiology of Disease 179, 106055. DOI: 10.1016/j.nbd.2023.106055 |
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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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Pegah Golchin, Jannis Weil, Ralf Kundel and Ralf Steinmetz. 2023. Dynamic network intrusion detection system in Software-Defined 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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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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Britta Matusche, Ludmila Litvin, Ruth Schneider, Barbara Bellenberg, Mark Mühlau, Viola Pongratz, Achim Berthele, Sergiu Groppa, Muthuraman Muthuraman, Frauke Zipp, Friedemann Paul, Heinz Wiendl, Sven G. Meuth, Philipp Sämann, Frank Weber, Ralf A. Linker, Tania Kümpfel, Ralf Gold and Carsten Lukas. 2023. Early spinal cord pseudoatrophy in interferon‐beta‐treated multiple sclerosis. European Journal of Neurology 30, 2, 453-462. DOI: 10.1111/ene.15620 |
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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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Heike Peterziel, Nora Jamaladdin, Dina ElHarouni, Xenia F. Gerloff, Sonja Herter, Petra Fiesel, Yannick Berker, Mirjam Blattner-Johnson, Kathrin Schramm, Barbara C. Jones, David Reuss, Laura Turunen, Aileen Friedenauer, Tim Holland-Letz, Martin Sill, Lena Weiser, Christopher Previti, Gnanaprakash Balasubramanian, Nicolas U. Gerber, Johannes Gojo, Caroline Hutter, Ingrid Øra, Olli Lohi, Antonis Kattamis, Bram de Wilde, Frank Westermann, Stephan Tippelt, Norbert Graf, Michaela Nathrath, Monika Sparber-Sauer, Astrid Sehested, Christof M. Kramm, Uta Dirksen, Olli Kallioniemi, Stefan M. Pfister, Cornelis M. van Tilburg, David T. W. Jones, Jani Saarela, Vilja Pietiäinen, Natalie Jäger, Matthias Schlesner, Annette Kopp-Schneider, Sina Oppermann, Till Milde, Olaf Witt and Ina Oehme. 2023. OTHR-04. Development of a functional plattform for real-time personalized drug sensitivity profiling of patient-derived 3D fresh tumor tissue cultures in the pediatric precision oncology program INFORM [Abstract]. Neuro-Oncology 25, Supplement 1, i74-i75. DOI: 10.1093/neuonc/noad073.286 |
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Lukas Meitz, Michael Heider, Thorsten Schöler and Jörg Hähner. 2023. On data-preprocessing for effective predictive maintenance on multi-purpose machines. In Oleg Gusikhin, Slimane Hammoudi, Alfredo Cuzzocrea (Eds.). Proceedings of the 12th International Conference on Data Science, Technology and Applications, July 11-13, 2023, in Rome, Italy. SciTePress, Setúbal, 606-612 DOI: 10.5220/0012146700003541 |
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Isabel Schober, Boyke Bunk, Gabriela Carril, Heike M. Freese, Nicolás Ojeda, Thomas Riedel, Jan P. Meier-Kolthoff, Markus Göker, Cathrin Spröer, Patricio A. Flores-Herrera, Guillermo Nourdin-Galindo, Fernando Gómez, Constanza Cárdenas, Felipe Vásquez-Ponce, Alvaro Labra, Jaime Figueroa, Jorge Olivares-Pacheco, Ulrich Nübel, Johannes Sikorski, Sergio H. Marshall and Jörg Overmann. 2023. Ongoing diversification of the global fish pathogen Piscirickettsia salmonis through genetic isolation and transposition bursts. The ISME Journal 17, 12, 2247-2258. DOI: 10.1038/s41396-023-01531-9 |
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Hans-Joachim Böckenhauer, Ralf Klasing, Tobias Mömke, Peter Rossmanith, Moritz Stocker and David Wehner. 2023. Online knapsack with removal and recourse. Lecture Notes in Computer Science 13889, 123-135. DOI: 10.1007/978-3-031-34347-6_11 |
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Konstantinos Triantafyllias, Tatjana Marinoska, Caroline Heller, Michele de Blasi, Muthuraman Muthuraman and Andreas Schwarting. 2023. Optical spectral transmission to assess glucocorticoid therapy response in patients with arthritis: a longitudinal follow-up comparison with joint ultrasound. Arthritis Research & Therapy 25, 1, 47. DOI: 10.1186/s13075-023-03023-9 |
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Sebastian Sommer, Maximilian Schmutz, S. Benedikt, I. Sax, Sebastian Dintner, M. Eberle, A. Langer, Bruno Märkl, S. Hummler, Matthias Schlesner, Boris Kubuschok, Martin Trepel and Rainer Claus. 2023. P703 Assessment of genetic tumor profiles and clonal evolution by liquid biopsy: the Augsburg Longitudinal Plasma Study (ALPS) [Abstract]. Oncology Research and Treatment 46, Supplement 5, 246. DOI: 10.1159/000533576 |
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Olga Kondrateva, Stefan Dietzel, Ansgar Lößer and Björn Scheuermann. 2023. Parameter prioritization for efficient transmission of neural networks in small satellite applications. 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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Tobias Thummerer, Artem Kolesnikov, Julia Gundermann, Denis Ritz and Lars Mikelsons. 2023. Paving the way for hybrid twins using neural functional mock-up units. In Dirk Müller, Antonello Monti, Andrea Benigni (Eds.). Proceedings of the 15th International Modelica Conference 2023, Aachen, October 9-11. Linköping University Electronic Press, Linköping, 141-150 DOI: 10.3384/ecp204141 |
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Emilia Parada-Cabaleiro, Anton Batliner, Maximilian Schmitt, Markus Schedl, Giovanni Costantini and Björn Schuller. 2023. Perception and classification of emotions in nonsense speech: humans versus machines. PLoS ONE 18, 1, e0281079. DOI: 10.1371/journal.pone.0281079 |
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Tobias Hallmen, Silvan Mertes, Dominik Schiller, Florian Lingenfelser and Elisabeth André. 2023. Phoneme-based multi-task assessment of affective vocal bursts. In Donatello Conte, Ana Fred, Oleg Gusikhin, Carlo Sansone (Eds.). Deep Learning Theory and Applications: 4th International Conference, DeLTA 2023, Rome, Italy, July 13–14, 2023, proceedings. Springer Nature, Cham, 209-222 DOI: 10.1007/978-3-031-39059-3_14 |
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Vincent Fleischhauer, Jan Bruhn, Stefan Rasche and Sebastian Zaunseder. 2023. Photoplethysmography upon cold stress — impact of measurement site and acquisition mode. Frontiers in Physiology 14, 1127624. DOI: 10.3389/fphys.2023.1127624 |
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Marco Reisacher, Andreas Blenk and Hans-Peter Huth. 2023. PicNIC: image-based diagnosis for industrial blackbox 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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Georgios Rizos, Rafael A. Calvo and Björn W. Schuller. 2023. Positive-pair redundancy reduction regularisation for speech-based asthma diagnosis prediction. 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/icassp49357.2023.10097087 |
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Miriam Elia, Tobias Peter, Fabian Stieler, Bernhard Bauer, Sandra Nagl, Alanna Ebigbo and Vivien Grünherz. 2023. Precision medicine for achalasia diagnosis: a multi-modal and interdisciplinary approach for training data generation [Abstract]. In IEEE - ISBI 2023: International Symposium on Biomedical Imaging, Cartagena de Indias, Colombia, April 18-21, 2023. |
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Markus Görlich-Bucher, Michael Heider and Jörg Hähner. 2023. Predicting physical disturbances in organic computing systems using automated machine learning. Lecture Notes in Computer Science 13949, 48-62. DOI: 10.1007/978-3-031-42785-5_4 |
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Oliver Dölle, Nico Klinkenberg, Arvid Amthor and Christoph Ament. 2023. Probabilistic intraday PV power forecast using ensembles of deep Gaussian mixture density networks. Energies 16, 2, 646. DOI: 10.3390/en16020646 |
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Ennio Idrobo-Ávila, Gergő Bognár, Dagmar Krefting, Philip Gemke, Theresa Bender, Péter Kovács and Nicolai Spicher. 2023. Quality assessment for multimodal biosignals acquired intraoperatively [Abstract]. In Alexandra Reichenbach, Monika Pobiruchin (Eds.). 68. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie e.V. (GMDS), 17.09.-21.09.23, Heilbronn. German Medical Science GMS Publishing House, Düsseldorf, DocAbstr. 193 DOI: 10.3205/23gmds101 |
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Philip Hempel, Theresa Bender, Ennio Idrobo-Ávila, Henning Dathe, Dagmar Krefting, Tim Kacprowski and Nicolai Spicher. 2023. Quantifying alterations over time in ST-segment/T-wave amplitudes during elective percutaneous coronary intervention. Computing in Cardiology Conference (CinC) 50, ID 112. DOI: 10.22489/cinc.2023.112 |
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Hauke Heseding, Timon Krack and Martina Zitterbart. 2023. Reducing memory footprints in purity estimations of volumetric DDoS traffic aggregates. 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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Gerhard Schellhorn, Stefan Bodenmüller and Wolfgang Reif. 2023. Refinement and separation: modular verification of wandering trees. Lecture Notes in Computer Science 14300, 214-234. DOI: 10.1007/978-3-031-47705-8_12 |
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Stepan Gagin, Adrian Carrasco-Revilla, Hermann de Meer and Nuria Sánchez Almodóvar. 2023. Replicable machine learning workflow for energy forecasting. 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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Daniel C. Tozadore, Jauwairia Nasir, Sarah Gillet, Rianne van den Berghe, Arzu Guneysu and Wafa Johal. 2023. Robots for Learning 7 (R4L): a look from stakeholders' perspective. In Ginevra Castellano, Laurel Riek, Maya Cakmak, Iolanda Leite (Eds.). HRI '23: Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interaction, March 13-16, 2023, Stockholm, Sweden. ACM, New York, NY, 935-937 DOI: 10.1145/3568294.3579958 |
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Pierre Gabriel Aublin, Jacques Felblinger and Julien Oster. 2023. SILICONet: a Siamese lead invariant convolutional network for ventricular heartbeat detection in electrocardiograms (ECG). In ICLR 2023 Workshop on Time Series Representation Learning for Health, ICLR 2023 TSRL4H, May 05, 2023, Kigali, Rwanda & virtual. OpenReview |
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Lydia Helene Rupp, Marie Keinert, Stephanie Böhme, Lena Schindler-Gmelch, Bjoern Eskofier, Björn Schuller and Matthias Berking. 2023. Sadness-based approach-avoidance modification training for subjective stress in adults: pilot randomized controlled trial. JMIR Formative Research 7, e50324. DOI: 10.2196/50324 |
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Davide Bilò, Vittorio Bilò, Michelle Döring, Pascal Lenzner, Louise Molitor and Jonas Schmidt. 2023. Schelling Games with continuous types. In Edith Elkind (Ed.). Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, Macao, SAR, 19-25 August 2023. International Joint Conferences on Artificial Intelligence Organization (IFCAI), 2520-2527 DOI: 10.24963/ijcai.2023/280 |
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Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak and Björn W. Schuller. 2023. Self supervised adversarial domain adaptation for cross-corpus and cross-language speech emotion recognition. IEEE Transactions on Affective Computing 14, 3, 1912-1926. DOI: 10.1109/taffc.2022.3167013 |
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Yi Zhang and Lars Mikelsons. 2023. Sensitivity-guided iterative parameter identification and data generation with BayesFlow and PELS-VAE for model calibration. Advanced Modeling and Simulation in Engineering Sciences 10, 1, 9. DOI: 10.1186/s40323-023-00246-y |
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Katharina Bahr-Hamm, Nabin Koirala, Marsha Hanif, Haralampos Gouveris and Muthuraman Muthuraman. 2023. Sensorimotor cortical activity during respiratory arousals in obstructive sleep apnea. International Journal of Molecular Sciences 24, 1, 47. DOI: 10.3390/ijms24010047 |
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Gerhard Schellhorn, Stefan Bodenmüller, Martin Bitterlich and Wolfgang Reif. 2023. Separating separation logic – modular verification of red-black trees. Lecture Notes in Computer Science 13800, 129-147. DOI: 10.1007/978-3-031-25803-9_8 |
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Anika Seufert, Fabian Poignée, Michael Seufert and Tobias Hoßfeld. 2023. Share and multiply: modeling communication and generated traffic in private WhatsApp groups. IEEE Access 11, 25401-25414. DOI: 10.1109/access.2023.3254913 |
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Tobias Friedrich, Pascal Lenzner, Louise Molitor and Lars Seifert. 2023. Single-peaked jump Schelling games. In Argyrios Deligkas, Filos-Ratsikas Aris (Eds.). Algorithmic game theory: 16th International Symposium, SAGT 2023, Egham, UK, September 4–7, 2023, proceedings. Springer, Cham, 111-126 DOI: 10.1007/978-3-031-43254-5_7 |
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Tobias Friedrich, Pascal Lenzner, Louise Molitor and Lars Seifert. 2023. Single-peaked jump Schelling games [Poster]. In Noa Agmon, Bo An, Alessandro Ricci, William Yeoh (Eds.). AAMAS '23: proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 29 May - 2 June 2023, London, United Kingdom. International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC, 2899-2901 |
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Yekta Said Can and Cem Ersoy. 2023. Smart affect monitoring with wearables in the wild: an unobtrusive mood-aware emotion recognition system. IEEE Transactions on Affective Computing 14, 4, 2851-2863. DOI: 10.1109/taffc.2022.3232483 |
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Pia Schneider, Philipp Reicherts, Gulia Zerbini, Tobias Hallmen, Elisabeth André, Thomas Rotthoff and Miriam Kunz. 2023. Smiling doctor, happy patient: the role of facial expressions in patient-doctor communication [Abstract]. In Jan Born, Max Harkotte, Lisa Bastian, Julia Fechner (Eds.). 48. Annual Conference Psychologie und Gehirn, 08.06.2023-10.06.2023, Tübingen: abstract booklet. Eberhard Karls Universität Tübingen, Tübingen, 273 |
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Tobias Friedrich, Hans Gawendowicz, Pascal Lenzner and Anna Melnichenko. 2023. Social distancing network creation. Algorithmica 85, 7, 2087-2130. DOI: 10.1007/s00453-022-01089-6 |
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Georgiana Cristina Dobre. 2023. Social interactions in immersive virtual environments: people, agents, and avatars. Goldsmiths University of London, London. DOI: 10.25602/GOLD.00034326 |
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Sebastian Beyrodt, Matteo Lavit Nicora, Fabrizio Nunnari, Lara Chehayeb, Pooja Prajod, Tanja Schneeberger, Elisabeth André, Matteo Malosio, Patrick Gebhard and Dimitra Tsovaltzi. 2023. Socially interactive agents as cobot avatars: developing a model to support flow experiences and well-being in the workplace. In Birgit Lugrin, Marc Latoschik, Sebastion von Mammen, Stefan Kopp, Florian Pécune, Catherine Pelachaud (Eds.). IVA '23: proceedings of the 23rd ACM International Conference on Intelligent Virtual Agents, Würzburg, Germany, September 19-22, 2023. Association for Computing Machinery (ACM), New York, NY, 21 DOI: 10.1145/3570945.3607349 |
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Jiaming Cheng, Ruiyu Liang, Li Zhao, Chengwei Huang and Björn W. Schuller. 2023. Speech denoising and compensation for hearing aids using an FTCRN-based metric GAN. IEEE Signal Processing Letters 30, 374-378. DOI: 10.1109/lsp.2023.3263788 |
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Kun Zhou, Berrak Sisman, Rajib Rana, Björn W. Schuller and Haizhou Li. 2023. Speech synthesis with mixed emotions. IEEE Transactions on Affective Computing 14, 4, 3120-3134. DOI: 10.1109/taffc.2022.3233324 |
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Reza Poorzare, Hadi Asghari and Oliver P. Waldhorst. 2023. Steps toward a supervised machine learning scheduler for MPTCP. 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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Tim Brudigam, Michael Olbrich, Dirk Wollherr and Marion Leibold. 2023. Stochastic model predictive control with a safety guarantee for automated driving. IEEE Transactions on Intelligent Vehicles 8, 1, 22-36. DOI: 10.1109/tiv.2021.3074645 |
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Simon Krogmann, Pascal Lenzner and Alexander Skopalik. 2023. Strategic facility location with clients that minimize total waiting time. Proceedings of the AAAI Conference on Artificial Intelligence 37, 5, 5714-5721. DOI: 10.1609/aaai.v37i5.25709 |
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Jonathan Gadea Harder, Simon Krogmann, Pascal Lenzner and Alexander Skopalik. 2023. Strategic resource selection with homophilic agents. In Edith Elkind (Ed.). Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, Macao, SAR, 19-25 August 2023. International Joint Conferences on Artificial Intelligence Organization (IFCAI), 2701-2709 DOI: 10.24963/ijcai.2023/301 |
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Michael Heider, Helena Stegherr, Roman Sraj, David Pätzel, Jonathan Wurth and Jörg Hähner. 2023. SupRB in the context of rule-based machine learning methods: a comparative study. Applied Soft Computing 147, 110706. DOI: 10.1016/j.asoc.2023.110706 |
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Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Junaid Qadir and Björn W. Schuller. 2023. Survey of deep representation learning for speech emotion recognition. IEEE Transactions on Affective Computing 14, 2, 1634-1654. DOI: 10.1109/taffc.2021.3114365 |
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Verena Turco, Kira Pfleiderer, Jessica Hunger, Natalie K. Horvat, Kianush Karimian-Jazi, Katharina Schregel, Manuel Fischer, Gianluca Brugnara, Kristine Jähne, Volker Sturm, Yannik Streibel, Duy Nguyen, Sandro Altamura, Dennis A. Agardy, Shreya S. Soni, Abdulrahman Alsasa, Theresa Bunse, Matthias Schlesner, Martina U. Muckenthaler, Ralph Weissleder, Wolfgang Wick, Sabine Heiland, Philipp Vollmuth, Martin Bendszus, Christopher B. Rodell, Michael O. Breckwoldt and Michael Platten. 2023. T cell-independent eradication of experimental glioma by intravenous TLR7/8-agonist-loaded nanoparticles. Nature Communications 14, 1, 771. DOI: 10.1038/s41467-023-36321-6 |
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Davide Bilò, Sarel Cohen, Tobias Friedrich, Hans Gawendowicz, Nicolas Klodt, Pascal Lenzner and George Skretas. 2023. Temporal network creation games. In Edith Elkind (Ed.). Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, Macao, SAR, 19-25 August 2023. International Joint Conferences on Artificial Intelligence Organization (IFCAI), 2511-2519 DOI: 10.24963/ijcai.2023/279 |
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Björn W. Schuller, Anton Batliner, Shahin Amiriparian, Alexander Barnhill, Maurice Gerczuk, Andreas Triantafyllopoulos, Alice Baird, Panagiotis Tzirakis, Chris Gagne, Alan S. Cowen, Nikola Lackovic, Marie-José Caraty and Claude Montacié. 2023. The ACM Multimedia 2023 Computational Paralinguistics Challenge: emotion share & requests. In Abdulmotaleb El Saddik, Tao Mei, Rita Cucchiara, Marco Bertini, Diana Patricia Tobon Vallejo, Pradeep K. Atrey, M. Shamim Hossain (Eds.). Proceedings of the 31st ACM International Conference on Multimedia (MM ’23), October 29 – November 3, 2023, Ottawa, Canada. ACM, New York, NY, 9635-9639 DOI: 10.1145/3581783.3612835 |
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Florian Auer, Nadja Bramkamp (Beckmann), Simone Mayer, Dominik Müller and Frank Kramer. 2023. The RCX extension hub: a resource for implementations extending the R adaption of the cytoscape exchange format. 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), 1075-1076. DOI: 10.3233/shti230352 |
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Ágnes Cseh, Pascal Führlich and Pascal Lenzner. 2023. The Swiss gambit [Poster]. In Noa Agmon, Bo An, Alessandr 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, 2505-2507 |
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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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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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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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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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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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