Publikationsübersicht
Publikationen (Institut für Informatik)
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2024 |
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Johannes Schleicher, Nikolas Wehner, Tobias Hoßfeld and Michael Seufert. in press. (Not) the sum of its parts: relating individual video and browsing stimuli to web session QoE. In 2024 16th International Conference on Quality of Multimedia Experience (QoMEX), June 18-20, 2024, Karlshamn, Sweden. IEEE, Piscataway, NJ |
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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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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. in press. A fair ranking and new model for panoptic scene graph generation. In Michael Moeller, Francois Bremond, Jovita Lukasik (Eds.). European Conference on Computer Vision (ECCV 2024), Sep 29th - Fri Oct 4th, 2024, MIlano, Italy. Springer, Berlin |
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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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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. in press. A review and efficient implementation of scene graph generation metrics. 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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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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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. in press. Altered cortical synaptic lipid signaling leads to intermediate phenotypes of mental disorders. Molecular Psychiatry . 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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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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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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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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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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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. in press. 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 . DOI: 10.1007/s40744-024-00676-z |
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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. in press. 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 . DOI: 10.1515/labmed-2023-0156 |
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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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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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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. in press. Distinct longitudinal changes in EEG measures reflecting functional network disruption in ALS cognitive phenotypes. preprint. DOI: 10.21203/rs.3.rs-3832277/v1 |
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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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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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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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Felix Profe, Lucas Kostetzer and Christoph Ament. 2024. Experimental kit and digital model to support an agile design process of an industrial multihead weigher. IFAC-PapersOnLine 58, 9, 154-159. DOI: 10.1016/j.ifacol.2024.07.388 |
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Philipp A. Toussaint, Florian Leiser, Scott Thiebes, Matthias Schlesner, Benedikt Brors and Ali Sunyaev. 2024. Explainable artificial intelligence for omics data: a systematic mapping study. Briefings in Bioinformatics 25, 1, bbad453. DOI: 10.1093/bib/bbad453 |
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Katharina Weitz, Ruben Schlagowski, Elisabeth André, Maris Männiste and Ceenu George. 2024. Explaining it your way - findings from a co-creative design workshop on designing XAI applications with AI end-users from the public sector. In Florian Floyd Mueller, Penny Kyburz, Julie R. Williamson, Corina Sas, Max L. Wilson, Phoebe Toups Dugas, Irina Shklovski (Eds.). CHI '24: proceedings of the CHI Conference on Human Factors in Computing Systems, Honolulu, HI, USA, May 11-16, 2024. ACM, New York, NY, 745 DOI: 10.1145/3613904.3642563 |
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Tobias Friedrich, Pascal Lenzner and Christopher Weyand. 2024. Exploring game-theoretic formation of realistic networks. In Christoph Meinel, Andreas Polze, Rolf Strotmann, Ulrich Seibold, Kurt Rödszus, Jürgen Müller (Eds.). HPI Future SOC Lab – proceedings 2019. Universitätsverlag Potsdam, Potsdam, 15-21 DOI: 10.25932/publishup-59791 |
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Tobias Friedrich, Pascal Lenzner and Christopher Weyand. 2024. Exploring game-theoretic formation of realistic networks. In Christoph Meinel, Andreas Polze, Karsten Beins, Rolf Strotmann, Ulrich Seibold, Kurt Rödszus, Jürgen Müller, Jürgen Sommer (Eds.). HPI Future SOC Lab – proceedings 2020. Universitätsverlag Potsdam, Potsdam, 31-36 DOI: 10.25932/publishup-59801 |
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Ömer Sümer, Fabio Hellmann, Alexander Hustinx, Tzung-Chien Hsieh, Elisabeth André and Peter Krawitz. 2024. Few-shot meta-learning for recognizing facial phenotypes of genetic disorders. 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, 932-936 DOI: 10.3233/shti230312 |
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Pooja Prajod, Matteo Lavit Nicora, Marta Mondellini, Matteo Meregalli Falerni, Rocco Vertechy, Matteo Malosio and Elisabeth André. 2024. Flow in human-robot collaboration — multimodal analysis and perceived challenge detection in industrial scenarios. Frontiers in Robotics and AI 11, 1393795. DOI: 10.3389/frobt.2024.1393795 |
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Ruben Schlagwoski, Frederick Herget, Niklas Heimerl, Maximilian Hammerl, Tobias Huber, Pamina Zwolsky, Jan Gruca and Elisabeth André. 2024. From a social POV: the impact of point of view on player behavior, engagement, and experience in a serious social simulation game. In Gillian Smith, Jim Whitehead, Ben Samuel, Katta Spiel, Riemer van Rozen (Eds.). Proceedings of the 19th International Conference on the Foundations of Digital Games, May 21-24, 2024, Worcester, MA, USA. ACM, New York, NY, 34 DOI: 10.1145/3649921.3649936 |
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Babette Bühler, Efe Bozkir, Patricia Goldberg, Ömer Sümer, Sidney D'Mello, Peter Gerjets, Ulrich Trautwein and Enkelejda Kasneci. in press. From the lab to the wild: examining generalizability of video-based mind wandering detection. International Journal of Artificial Intelligence in Education . DOI: 10.1007/s40593-024-00412-2 |
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Marjorie Metzger, Stefan Dukic, Roisin McMackin, Eileen Giglia, Matthew Mitchell, Saroj Bista, Emmet Costello, Colm Peelo, Yasmine Tadjine, Vladyslav Sirenko, Serena Plaitano, Amina Coffey, Lara McManus, Adelais Farnell Sharp, Prabhav Mehra, Mark Heverin, Peter Bede, Muthuraman Muthuraman, Niall Pender, Orla Hardiman and Bahman Nasseroleslami. 2024. Functional network dynamics revealed by EEG microstates reflect cognitive decline in amyotrophic lateral sclerosis. Human Brain Mapping 45, 1, e26536. DOI: 10.1002/hbm.26536 |
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Fabio Hellmann, Silvan Mertes, Mohamed Benouis, Alexander Hustinx, Tzung-Chien Hsieh, Cristina Conati, Peter Krawitz and Elisabeth André. in press. GANonymization: a GAN-based face anonymization framework for preserving emotional expressions. ACM Transactions on Multimedia Computing, Communications, and Applications 3641107. DOI: 10.1145/3641107 |
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Matteo Lavit Nicora, Pooja Prajod, Marta Mondellini, Giovanni Tauro, Rocco Vertechy, Elisabeth André and Matteo Malosio. 2024. Gaze detection as a social cue to initiate natural human-robot collaboration in an assembly task. Frontiers in Robotics and AI 11, 1394379. DOI: 10.3389/frobt.2024.1394379 |
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Colette Reinhold, Susanne Knorr, Rhonda L. McFleder, Lisa Rauschenberger, Muthuraman Muthuraman, Panagiota Arampatzi, Tom Gräfenhan, Andreas Schlosser, Michael Sendtner, Jens Volkmann and Chi Wang Ip. 2024. Gene-environment interaction elicits dystonia-like features and impaired translational regulation in a DYT-TOR1A mouse model. Neurobiology of Disease 193, 106453. DOI: 10.1016/j.nbd.2024.106453 |
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Davide Bilò, Tobias Friedrich, Pascal Lenzner and Anna Melnichenko. 2024. Geometric network creation games. SIAM Journal on Discrete Mathematics 38, 1, 277-315. DOI: 10.1137/20m1376662 |
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Pol van Rijn, Silvan Mertes, Kathrin Janowski, Katharina Weitz, Nori Jacoby and Elisabeth André. 2024. Giving robots a voice: human-in-the-loop voice creation and open-ended labeling. In Florian Floyd Mueller, Penny Kyburz, Julie R. Williamson, Corina Sas, Max L. Wilson, Phoebe Toups Dugas, Irina Shklovski (Eds.). CHI '24: proceedings of the CHI Conference on Human Factors in Computing Systems, Honolulu, HI, USA, May 11-16, 2024. Association for Computing Machinery (ACM), New York, NY, 584 DOI: 10.1145/3613904.3642038 |
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Belén Brandino, Eduardo Grampin, Katharina Dietz, Nikolas Wehner, Michael Seufert, Tobias Hoßfeld and Pedro Casas. in press. HALIDS: a hardware-assisted machine learning IDS for in-network monitoring [Poster]. In 2024 8th Network Traffic Measurement and Analysis Conference (TMA), May 21-24, 2024, Dresden, Germany. IEEE, Piscataway, NJ |
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Robert Peach, Maximilian Friedrich, Lara Fronemann, Muthuraman Muthuraman, Sebastian R. Schreglmann, Daniel Zeller, Christoph Schrader, Joachim K. Krauss, Alfons Schnitzler, Matthias Wittstock, Ann-Kristin Helmers, Steffen Paschen, Andrea Kühn, Inger Marie Skogseid, Wilhelm Eisner, Joerg Mueller, Cordula Matthies, Martin Reich, Jens Volkmann and Chi Wang Ip. 2024. Head movement dynamics in dystonia: a multi-centre retrospective study using visual perceptive deep learning. npj Digital Medicine 7, 1, 160. DOI: 10.1038/s41746-024-01140-6 |
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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. in press. How to reduce temporal cliques to find sparse spanners. In Timothy Chan, Johannes Fischer, John Iacono (Eds.). European Symposium on Algorithms (ESA) 2024, 2-4 September 2024, Egham, United Kingdom. |
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Yuezhou Zhang, Amos A. Folarin, Judith Dineley, Pauline Conde, Valeria de Angel, Shaoxiong Sun, Yatharth Ranjan, Zulqarnain Rashid, Callum Stewart, Petroula Laiou, Heet Sankesara, Linglong Qian, Faith Matcham, Katie White, Carolin Oetzmann, Femke Lamers, Sara Siddi, Sara Simblett, Björn W. Schuller, Srinivasan Vairavan, Til Wykes, Josep Maria Haro, Brenda W. J. H. Penninx, Vaibhav A. Narayan, Matthew Hotopf, Richard J. B. Dobson and Nicholas Cummins. 2024. Identifying depression-related topics in smartphone-collected free-response speech recordings using an automatic speech recognition system and a deep learning topic model. Journal of Affective Disorders 355, 40-49. DOI: 10.1016/j.jad.2024.03.106 |
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Samir Benbakreti, Mohamed Benouis, Ahmed Roumane and Soumia Benbakreti. 2024. Impact of the data augmentation on the detection of brain tumor from MRI images based on CNN and pretrained models. Multimedia Tools and Applications 83, 39459-39478. DOI: 10.1007/s11042-023-17092-0 |
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Pascal Sauer, Ágnes Cseh and Pascal Lenzner. 2024. Improving ranking quality and fairness in Swiss-system chess tournaments. Journal of Quantitative Analysis in Sports 20, 2, 127-146. DOI: 10.1515/jqas-2022-0090 |
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Andreas Triantafyllopoulos, Anastasia Semertzidou, Meishu Song, Florian B. Pokorny and Björn W. Schuller. 2024. Introducing the COVID-19 YouTube (COVYT) speech dataset featuring the same speakers with and without infection. Biomedical Signal Processing and Control 88, A, 105642. DOI: 10.1016/j.bspc.2023.105642 |
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Kien Nguyen, Filip Simonovski, Frank Loh, Tobias Hoßfeld and Nguyen Huu Thanh. 2024. Investigation of container network function deployment costs in the edge cloud. In Prosper Chemouil, Barbara Martini, Carmen Mas Machuca, Panagiotis Papadimitriou, Davide Borsatti, Stéphane Rovedakis (Eds.). 2024 7th Conference on Innovation in Clouds, Internet and Networks (ICIN), Paris, France, March 11-14, 2024. IEEE, Piscataway, NJ, 9-16 DOI: 10.1109/ICIN60470.2024.10494438 |
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Lixian Zhu, Wanyong Qiu, Yu Ma, Fuze Tian, Mengkai Sun, Zhihua Wang, Kun Qian, Bin Hu, Yoshiharu Yamamoto and Björn W. Schuller. 2024. LEPCNet: a lightweight end-to-end PCG classification neural network model for wearable devices. IEEE Transactions on Instrumentation and Measurement 73, 2511111. DOI: 10.1109/tim.2023.3315401 |
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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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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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Mani Kumar Tellamekala, Ömer Sümer, Björn W. Schuller, Elisabeth André, Timo Giesbrecht and Michel Valstar. in press. Are 3D face shapes expressive enough for recognising continuous emotions and action unit intensities?. IEEE Transactions on Affective Computing . DOI: 10.1109/TAFFC.2023.3280530 |
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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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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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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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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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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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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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Moritz Bauermann, Ann-Kathrin Schindler, Miriam Kunz, Elisabeth André and Thomas Rotthoff. 2023. Einfluss von Mimik in medizinischen "ad-hoc"-Anvertrauensentscheidungen – Pilotstudie zu einer Avatar-basierten Simulationsumgebung [Abstract - Symposiumsbeitrag]. In Isabell van Ackeren, Detlev Leutner, Stefan Rumann, Maik Walpuski, Esther Winther (Eds.). Bildung zwischen Unsicherheit und Evidenz: 10 GEBF - zehnte Tagung der Gesellschaft für Empirische Bildungsforschung Universität Duisburg-Essen, Essen, 28.02.-02.03.2023; Abstractband. Universität Duisburg-Essen, Duisburg, 94-95 |
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Hao Ding, Jens Volkmann and Muthuraman Muthuraman. 2023. Electrocardiographic artifact suppression in local field potentials. Clinical Neurophysiology 146, 133-134. DOI: 10.1016/j.clinph.2022.12.006 |
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Maurice Gerczuk, Shahin Amiriparian, Sandra Ottl and Björn W. Schuller. 2023. EmoNet: a transfer learning framework for multi-corpus speech emotion recognition. IEEE Transactions on Affective Computing 14, 2, 1472-1487. DOI: 10.1109/TAFFC.2021.3135152 |
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Kun Zhou, Berrak Sisman, Rajib Rana, Björn W. Schuller and Haizhou Li. 2023. Emotion intensity and its control for emotional voice conversion. IEEE Transactions on Affective Computing 14, 1, 31-48. DOI: 10.1109/taffc.2022.3175578 |
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Rodrigo Mira, Konstantinos Vougioukas, Pingchuan Ma, Stavros Petridis, Björn W. Schuller and Maja Pantic. 2023. End-to-end video-to-speech synthesis using generative adversarial networks. IEEE Transactions on Cybernetics 53, 6, 3454-3466. DOI: 10.1109/TCYB.2022.3162495 |
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Timo Fuchs, Lena Kaiser, Dominik Müller, Laszlo Papp, Regina Fischer and Johannes Tran-Gia. 2023. Enhancing interoperability and harmonisation of nuclear medicine image data and associated clinical data. Nuklearmedizin - NuclearMedicine 62, 6, 389-398. DOI: 10.1055/a-2187-5701 |
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Henning Cui, Andreas Margraf and Jörg Hähner. 2023. Equidistant Reorder operator for Cartesian Genetic Programming. In Niki van Stein, Francesco Marcelloni, H. K. Lam, Marie Cottrell, Joaquim Filipe (Eds.). Proceedings of the 15th International Joint Conference on Computational Intelligence - ECTA, November 13-15, 2023, in Rome, Italy. SciTePress, Setúbal, 64-74 DOI: 10.5220/0012174100003595 |
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Nils Bertschinger, Martin Hoefer, Simon Krogmann, Pascal Lenzner, Steffen Schuldenzucker and Lisa Wilhelmi. 2023. Equilibria and convergence in fire sale games. In Noa Agmon, Bo An, Alessandro Ricci, William Yeoh (Eds.). AAMAS '23: proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 29 May - 2 June 2023, London, United Kingdom. International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC, 215-223 |
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Anton Batliner, Michael Neumann, Felix Burkhardt, Alice Baird, Sarina Meyer, Ngoc Thang Vu and Björn W. Schuller. 2023. Ethical awareness in paralinguistics: a taxonomy of applications. International Journal of Human–Computer Interaction 39, 9, 1904-1921. DOI: 10.1080/10447318.2022.2140385 |
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Marie Keinert, Bjoern M. Eskofier, Björn W. Schuller, Stephanie Böhme and Matthias Berking. 2023. Evaluating the feasibility and exploring the efficacy of an emotion-based approach-avoidance modification training (eAAMT) in the context of perceived stress in an adult sample — protocol of a parallel randomized controlled pilot study. Pilot and Feasibility Studies 9, 1, 155. DOI: 10.1186/s40814-023-01386-z |
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Steffen Netzband, Katharina Ott, Florian Auer and Frank Kramer. 2023. Evaluation of the availability of nursing quality indicators in German FHIR implementations. In John Mantas, Parisis Gallos, Emmanouil Zoulias, Arie Hasman, Mowafa S. Househ, Martha Charalampidou and Andriana Magdalinou (Ed.). Healthcare transformation with informatics and artificial intelligence. IOS Press, Amsterdam (Studies in Health Technology and Informatics ; 305), 299-302. DOI: 10.3233/shti230488 |
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Daniel Gerber, Lukas Rosenbauer, Pia Lindner, Johannes Maier, Anthony Stein and Jörg Hähner. 2023. Evolutionary touch filter chain calibration. SN Computer Science 4, 1, 26. DOI: 10.1007/s42979-022-01375-8 |
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Andreas Margraf, Henning Cui, Anthony Stein and Jörg Hähner. 2023. Evolving processing pipelines for industrial imaging with Cartesian Genetic Programming. In Peter Lewis, Marin Litoiu, Ivana Dusparic, Barry Porter, Norha M. Villegas (Eds.). 2023 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS), 25-29 September 2023, Toronto, ON, Canada. IEEE, Piscataway, NJ, 133-138 DOI: 10.1109/ACSOS58161.2023.00031 |
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Lucjan Janowski, Jakub Nawała, Tobias Hoßfeld and Michael Seufert. 2023. Experiment precision measures and methods for experiment comparisons. In Hantao Liu, Sam Van Damme, Tim Wauters (Eds.). 15th International Conference on Quality of Multimedia Experience (QoMEX), 20-22 June 2023, Ghent, Belgium. IEEE, Piscataway, NJ, 49-54 DOI: 10.1109/qomex58391.2023.10178599 |
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Christof Obertscheider, Ewald Fauster and Simon Stieber. 2023. Experimental validation of a new adaptable LCM mold filling software. Advanced Manufacturing: Polymer & Composites Science 9, 1, 2282310. DOI: 10.1080/20550340.2023.2282310 |
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Nikolas Wehner, Anika Seufert, Tobias Hoßfeld and Michael Seufert. 2023. Explainable data-driven QoE modelling with XAI. In Hantao Liu, Sam Van Damme, Tim Wauters (Eds.). 2023 15th International Conference on Quality of Multimedia Experience (QoMEX), 20-22 June 2023, Ghent, Belgium. IEEE, Piscataway, NJ, 7-12 DOI: 10.1109/qomex58391.2023.10178499 |
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Ole Hendrik Sellhorn and Horst Hellbrück. 2023. Exploring AI-based adaptive resource management in 5G 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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Emilia Parada-Cabaleiro, Anton Batliner, Marcel Zentner and Markus Schedl. 2023. Exploring emotions in Bach chorales: a multi-modal perceptual and data-driven study. Royal Society Open Science 10, 12, 230574. DOI: 10.1098/rsos.230574 |
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Tobias Friedrich, Pascal Lenzner and David Schumann. 2023. Exploring game-theoretic formation of realistic networks. In Christoph Meinel, Andreas Polze, Karsten Beins, Rolf Strotmann, Ulrich Seibold, Kurt Rödszus, Jürgen Müller (Eds.). HPI Future SOC Lab – proceedings 2018. Universitätsverlag Potsdam, Potsdam, 39-45 DOI: 10.25932/publishup-56371 |
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Zhihua Wang, Kun Qian, Houguang Liu, Bin Hu, Björn W. Schuller and Yoshiharu Yamamoto. 2023. Exploring interpretable representations for heart sound abnormality detection. Biomedical Signal Processing and Control 82, 104569. DOI: 10.1016/j.bspc.2023.104569 |
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Anan Schütt, Tobias Huber, Ilhan Aslan and Elisabeth André. 2023. Fast dynamic difficulty adjustment for intelligent tutoring systems with small datasets. 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, 482-489 |
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Jonathan Wurth, Helena Stegherr, Michael Heider, Leopold Luley and Jörg Hähner. 2023. Fast, flexible, and fearless: a rust framework for the modular construction of metaheuristics. 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, 1900-1909 DOI: 10.1145/3583133.3596335 |
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Robert Peach, Maximilian Friedrich, Lara Fronemann, Muthuraman Muthuraman, Sebastian R. Schreglmann, Daniel Zeller, Christoph Schrader, Joachim Krauss, Alfons Schnitzler, Matthias Wittstock, Ann-Kristin Helmers, Steffen Paschen, Andrea Kühn, Inger Marie Skogseid, Wilhelm Eisner, Joerg Mueller, Cordula Matthies, Martin Reich, Jens Volkmann and Chi Wang Ip. in press. Quantitative assessment of head movement dynamics in dystonia using visual perceptive deep learning: a multi-centre retrospective longitudinal cohort study. preprint. DOI: 10.1101/2023.09.11.23295260 |
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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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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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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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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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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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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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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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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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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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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. in press. Visual-inertial and leg odometry fusion for dynamic locomotion. preprint. |
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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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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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Jauwairia Nasir, Barbara Bruno, Mohamed Chetouani and Pierre Dillenbourg. in press. A speech-based productive engagement metric for real-time human-robot interaction in collaborative educational contexts. preprint. |
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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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Nikolas Wehner, Monisha Amir, Michael Seufert, Raimund Schatz and Tobias Hoßfeld. 2022. A vital improvement? Relating Google's core web vitals to actual web QoE. In Jan-Niklas Voigt-Antons, Oliver Hohlfeld, Florian Metzger, Raimund Schatz (Eds.). 2022 14th International Conference on Quality of Multimedia Experience (QoMEX), 5-7 September 2022, Lippstadt, Germany. IEEE, Piscataway, NJ, 1-6 DOI: 10.1109/qomex55416.2022.9900881 |
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Gauri Deshpande, Anton Batliner and Björn W. Schuller. 2022. AI-based human audio processing for COVID-19: a comprehensive overview. Pattern Recognition 122, 108289. DOI: 10.1016/j.patcog.2021.108289 |
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2022. ATAED 2022: Algorithms & Theories for the Analysis of Event Data 2022 - Proceedings of the Workshop on Algorithms & Theories for the Analysis of Event Data co-located with the 43rd International Conference on Application and Theory of Petri Nets and Concurrency (Petri Nets 2022), Bergen, Norway, June 19-24, 2022. In Robert Lorenz, Jan Martijn van der Werf, Sebastiaan J. van Zelst (Eds.). CEUR-WS, Aachen |
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Rui Liu, Berrak Sisman, Björn Schuller, Guanglai Gao and Haizhou Li. 2022. Accurate emotion strength assessment for seen and unseen speech based on data-driven deep learning. In Hanseok Ko, John H. L. Hansen (Eds.). Interspeech 2022, Incheon, Korea, 18-22 September 2022. ISCA, Baixas, 5493-5497 DOI: 10.21437/interspeech.2022-534 |
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Florian Auer, Zhibek Abdykalykova, Dominik Müller and Frank Kramer. 2022. Adaptation of HL7 FHIR for the exchange of patients' gene expression profiles. In John Mantas, Parisis Gallos, Emmanouil Zoulias, Arie Hasman, Mowafa S. Househ, Mowafa S. Househ, Marianna Diomidous, Joseph Liaskos and Martha Charalampidou (Ed.). Advances in informatics, management and technology in healthcare. IOS Press, Amsterdam (Studies in Health Technology and Informatics ; 295), 332-335. DOI: 10.3233/shti220730 |
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Kathrin Janowski, Hannes Ritschel and Elisabeth André. 2022. Adaptive artificial personalities. In Birgit Lugrin, Catherine Pelachaud and David Traum (Ed.). The handbook on socially interactive agents: 20 years of research on embodied conversational agents, intelligent virtual agents, and social robotics, volume 2: interactivity, platforms, application. Association for Computing Machinery (ACM), New York, NY, 155-194. DOI: 10.1145/3563659.3563666 |
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Tomás Arias-Vergara, Anton Batliner, Tobias Rader, Daniel Polterauer, Catalina Högerle, Joachim Müller, Juan-Rafael Orozco-Arroyave, Elmar Nöth and Maria Schuster. 2022. Adult cochlear implant users versus typical hearing persons: an automatic analysis of acoustic–prosodic pparameters. Journal of Speech, Language, and Hearing Research 65, 12, 4623-4636. DOI: 10.1044/2022_jslhr-21-00116 |
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Sicheng Zhao, Xingxu Yao, Jufeng Yang, Guoli Jia, Guiguang Ding, Tat-Seng Chua, Björn W. Schuller and Kurt Keutzer. 2022. Affective image content analysis: two decades review and new perspectives. IEEE Transactions on Pattern Analysis and Machine Intelligence 44, 10, 6729-6751. DOI: 10.1109/tpami.2021.3094362 |
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Heiko Endle, Guilherme Horta, Bernardo Stutz, Muthuraman Muthuraman, Irmgard Tegeder, Yannick Schreiber, Isabel Faria Snodgrass, Robert Gurke, Zhong-Wu Liu, Matija Sestan-Pesa, Konstantin Radyushkin, Nora Streu, Wei Fan, Jan Baumgart, Yan Li, Florian Kloss, Sergiu Groppa, Nils Opel, Udo Dannlowski, Hans J. Grabe, Frauke Zipp, Bence Rácz, Tamas L. Horvath, Robert Nitsch and Johannes Vogt. 2022. AgRP neurons control feeding behaviour at cortical synapses via peripherally derived lysophospholipids. Nature Metabolism 4, 6, 683-692. DOI: 10.1038/s42255-022-00589-7 |
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Dumitru Ciolac, Gabriel Gonzalez‐Escamilla, Yaroslav Winter, Nico Melzer, Felix Luessi, Angela Radetz, Vinzenz Fleischer, Stanislav A. Groppa, Michael Kirsch, Stefan Bittner, Frauke Zipp, Muthuraman Muthuraman, Sven G. Meuth, Matthias Grothe and Sergiu Groppa. 2022. Altered grey matter integrity and network vulnerability relate to epilepsy occurrence in patients with multiple sclerosis. European Journal of Neurology 29, 8, 2309-2320. DOI: 10.1111/ene.15405 |
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Silvan Mertes, Christina Karle, Tobias Huber, Katharina Weitz, Ruben Schlagowski and Elisabeth André. in press. Alterfactual explanations: the relevance of irrelevance for explaining AI systems. preprint. DOI: 10.48550/arXiv.2207.09374 |
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Haralampos Gouveris, Nabin Koirala, AbdulRauf Anwar, Hao Ding, Katharina Ludwig, Katharina Bahr, Tilman Huppertz, Christoph Matthias, Sergiu Groppa and Muthuraman Muthuraman. 2022. An AI-supported diagnostic tool for obstructive sleep apnea patients based on delta-alpha connectivity at the sensorimotor cortex [Abstract]. Laryngo-Rhino-Otologie 101, S02, S243-S244. DOI: 10.1055/s-0042-1747042 |
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Dominik Müller, Inaki Soto-Rey and Frank Kramer. 2022. An analysis on ensemble learning optimized medical image classification with deep convolutional neural networks. IEEE Access 10, 66467-66480. DOI: 10.1109/access.2022.3182399 |
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Lukas Stappen, Alice Baird, Michelle Lienhart, Annalena Bätz and Björn W. Schuller. 2022. An estimation of online video user engagement from features of time- and value-continuous, dimensional emotions. Frontiers in Computer Science 4, 773154. DOI: 10.3389/fcomp.2022.773154 |
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Emilia Parada-Cabaleiro, Anton Batliner and Markus Schedl. 2022. An exploratory study on the acoustic musical properties to decrease self-perceived anxiety. International Journal of Environmental Research and Public Health 19, 2, 994. DOI: 10.3390/ijerph19020994 |
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Florian Metzger, Stefan Geißler, Alexej Grigorjew, Frank Loh, Christian Moldovan, Michael Seufert and Tobias Hoßfeld. 2022. An introduction to online video game QoS and QoE influencing factors. IEEE Communications Surveys & Tutorials 24, 3, 1894-1925. DOI: 10.1109/comst.2022.3177251 |
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Zijiang Yang, Xin Jing, Andreas Triantafyllopoulos, Meishu Song, Ilhan Aslan and Björn W. Schuller. 2022. An overview & analysis of sequence-to-sequence emotional voice conversion. In Hanseok Ko, John H. L. Hansen (Eds.). Interspeech 2022, Incheon, Korea, 18-22 September 2022. ISCA, Baixas, 4915-4919 DOI: 10.21437/interspeech.2022-10636 |
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Michael Heider, David Pätzel and Alexander R. M. Wagner. 2022. An overview of LCS research from 2021 to 2022. Proceedings of the Genetic and Evolutionary Computation Conference Companion 2086-2094. DOI: 10.1145/3520304.3533985 |
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Niaz Chalabianloo, Yekta Said Can, Muhammad Umair, Corina Sas and Cem Ersoy. 2022. Application level performance evaluation of wearable devices for stress classification with explainable AI. Pervasive and Mobile Computing 87, 101703. DOI: 10.1016/j.pmcj.2022.101703 |
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Maximilian Gruber, Wenzel Baron Pilar von Pilchau, Varun Gowtham, Nikolaos-Stefanos Koutrakis, Nicolas Schonborn, Sascha Eichstadt, Jörg Hähner, Marius-Iulian Corici, Thomas Magedanz, Julian Polte and Eckart Uhlmann. 2022. Application of uncertainty-aware sensor fusion in physical sensor networks. In Branislav Djokic, Shervin Shirmohammadi, Miodrag Bolic, Hilmi Dajani (Eds.). 2022 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), Ottawa, ON, Canada, 16-19 May 2022. IEEE, Piscataway, NJ, 1-6 DOI: 10.1109/i2mtc48687.2022.9806580 |
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Michael Heider, Helena Stegherr, David Pätzel, Roman Sraj, Jonathan Wurth, Benedikt Volger and Jörg Hähner. 2022. Approaches for rule discovery in a learning classifier system. In Thomas Bäck, Bas van Stein, Christian Wagner, Jonathan Garibaldi, H. K. Lam, Marie Cottrell, Faiyaz Doctor, Joaquim Filipe, Kevin Warwick, Janusz Kacprzyk (Eds.). Proceedings of the 14th International Joint Conference on Computational Intelligence, October 24-26, 2022, in Valletta, Malta. SciTePress, Setúbal, 39-49 DOI: 10.5220/0011542000003332 |
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Bernhard Möller. 2022. Approximating least fixpoints. Reports / Technische Berichte der Fakultät für Angewandte Informatik der Universität Augsburg 2022-02. Institut für Informatik, Universität Augsburg, Augsburg. |
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Petra Berenbrink, Martin Hoefer, Dominik Kaaser, Pascal Lenzner, Malin Rau and Daniel Schmand. 2022. Asynchronous opinion dynamics in social networks. In Catherine Pelachaud, Matthew E. Taylor, Piotr Faliszewski, Viviana Mascardi (Eds.). AAMAS'22: proceedings of the 21st International Conference on Autonomous Agents and Multi-Agent Systems, May 9 - 13, 2022, New Zealand, virtual event. International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC, 109-117 |
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Shuo Liu, Adria Mallol-Ragolta, Emilia Parada-Cabaleiro, Kun Qian, Xin Jing, Alexander Kathan, Bin Hu and Björn W. Schuller. 2022. Audio self-supervised learning: a survey. Patterns 3, 12, 100616. DOI: 10.1016/j.patter.2022.100616 |
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Agnieszka Landowska, Aleksandra Karpus, Teresa Zawadzka, Ben Robins, Duygun Erol Barkana, Hatice Kose, Tatjana Zorcec and Nicholas Cummins. 2022. Automatic emotion recognition in children with autism: a systematic literature review. Sensors 22, 4, 1649. DOI: 10.3390/s22041649 |
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Florian B. Pokorny, Maximilian Schmitt, Mathias Egger, Katrin D. Bartl-Pokorny, Dajie Zhang, Björn W. Schuller and Peter B. Marschik. 2022. Automatic vocalisation-based detection of fragile X syndrome and Rett syndrome. Scientific Reports 12, 1, 13345. DOI: 10.1038/s41598-022-17203-1 |
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David Hausmann, Dirk C. Hoffmann, Varun Venkataramani, Erik Jung, Sandra Horschitz, Svenja K. Tetzlaff, Ammar Jabali, Ling Hai, Tobias Kessler, Daniel D. Azoŕin, Sophie Weil, Alexandros Kourtesakis, Philipp Sievers, Antje Habel, Michael O. Breckwoldt, Matthia A. Karreman, Miriam Ratliff, Julia M. Messmer, Yvonne Yang, Ekin Reyhan, Susann Wendler, Cathrin Löb, Chanté Mayer, Katherine Figarella, Matthias Osswald, Gergely Solecki, Felix Sahm, Olga Garaschuk, Thomas Kuner, Philipp Koch, Matthias Schlesner, Wolfgang Wick and Frank Winkler. 2022. Autonomous rhythmic activity in glioma networks drives brain tumour growth. Nature 613, 7942, 179-186. DOI: 10.1038/s41586-022-05520-4 |
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Vincent Fleischhauer, Aarne Feldheiser and Sebastian Zaunseder. 2022. Beat-to-beat blood pressure estimation by photoplethysmography and its interpretation. Sensors 22, 18, 7037. DOI: 10.3390/s22187037 |
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Tobias Huber, Benedikt Limmer and Elisabeth André. 2022. Benchmarking perturbation-based saliency maps for explaining Atari agents. Frontiers in Artificial Intelligence 5, 903875. DOI: 10.3389/frai.2022.903875 |
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Geoffrey Z. Iwata, Yinan Hu, Arne Wickenbrock, Tilmann Sander, Muthuraman Muthuraman, Venkata Chaitanya Chirumamilla, Sergiu Groppa, Qishan Liu and Dmitry Budker. 2022. Biomagnetic signals recorded during transcranial magnetic stimulation (TMS)-evoked peripheral muscular activity. Biomedical Engineering / Biomedizinische Technik 67, 5, 333-344. DOI: 10.1515/bmt-2021-0019 |
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Mathew C. Francis, Atrayee Majumder and Rogers Mathew. 2022. Bounding threshold dimension: realizing graphic Boolean functions as the AND of majority gates. Lecture Notes in Computer Science 13453, 244-256. DOI: 10.1007/978-3-031-15914-5_18 |
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Pia Heberer. 2022. Burg Gruttenstein: Sanierungsmaßnahmen und Beobachtungen zur Baugeschichte. In Andreas Diener, Marlene Kleiner, Charlotte Lagemann and Christa Syrer (Ed.). Entwerfen und Verwerfen: Planwechsel in Kunst und Architektur des Mittelalters und der Frühen Neuzeit; Festschrift für Matthias Untermann zum 65. Geburtstag. arthistoricum.net, Heidelberg, 111-129. DOI: 10.11588/arthistoricum.885.c11511 |
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Dominik Fuchs, Ann-Kathrin Waibel, Maximilian Karthan, Nadine Seifert, Michael Örtl, Sabrina Bethge, Gina Fischer, Luca Waschbüsch, Steffen Netzband, Frank Kramer, Andreas Mahler, Alexandra Teynor, Dominik Merli, Elisabeth Veronica Mess, Jennifer Öttinger, Stefanie Schmid, Amelie Scheu, Walter Swoboda and Petra Friedrich. 2022. CARE REGIO – digital transformation and technology in nursing care. In John Mantas, Arie Hasman, Mowafa S. Househ, Parisis Gallos, Emmanouil Zoulias and Joseph Liaskos (Ed.). Informatics and Technology in Clinical Care and Public Health. IOS Press (Studies in Health Technology and Informatics ; 289), 286-289. DOI: 10.3233/shti210915 |
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Shuo Liu, Adria Mallol-Ragolta, Tianhao Yan, Kun Qian, Emilia Parada-Cabaleiro, Bin Hu and Björn W. Schuller. 2022. Capturing time dynamics from speech using neural networks for surgical mask detection. IEEE Journal of Biomedical and Health Informatics 26, 8, 4291-4302. DOI: 10.1109/jbhi.2022.3173128 |
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Johanna Lochner and Bjorn W. Schuller. 2022. Child and youth affective computing - challenge accepted. IEEE Intelligent Systems 37, 6, 69-76. DOI: 10.1109/mis.2022.3209047 |
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Helena Stegherr, Michael Heider and Jörg Hähner. 2022. Classifying metaheuristics: towards a unified multi-level classification system. Natural Computing 21, 155-171. DOI: 10.1007/s11047-020-09824-0 |
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Sebastian Zaunseder and Stefan Rasche. 2022. Clinical applications for imaging photoplethysmography. In Wenjin Wang and Xuyu Wang (Ed.). Contactless Vital Signs Monitoring. Elsevier, 149-164. DOI: 10.1016/b978-0-12-822281-2.00015-9 |
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Andrea Kelemen, László Halász, Muthuraman Muthuraman, Loránd Erőss, Péter Barsi, Dénes Zádori, Bence Laczó, Dávid Kis, Péter Klivényi, Gábor Fekete, László Bognár, Dániel Bereczki and Gertrúd Tamás. 2022. Clinical parameters predict the effect of bilateral subthalamic stimulation on dynamic balance parameters during gait in Parkinson's disease. Frontiers in Neurology 13, 917187. DOI: 10.3389/fneur.2022.917187 |
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Katrin Pape, Leoni Rolfes, Falk Steffen, Muthuraman Muthuraman, Melanie Korsen, Sven G. Meuth, Frauke Zipp and Stefan Bittner. 2022. Comparative effectiveness of natalizumab versus ocrelizumab in multiple sclerosis: a real-world propensity score–matched study. Therapeutic Advances in Neurological Disorders 15, 1-15. DOI: 10.1177/17562864221142924 |
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Meryem Regouid, Mohamed Touahria, Mohamed Benouis, Lotfi Mostefai and Imane Lamiche. 2022. Comparative study of 1D-local descriptors for ear biometric system. Multimedia Tools and Applications 81, 20, 29477-29503. DOI: 10.1007/s11042-022-12700-x |
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Jonathan Wurth, Michael Heider, Helena Stegherr, Roman Sraj and Jörg Hähner. 2022. Comparing different metaheuristics for model selection in a supervised learning classifier system. Proceedings of the Genetic and Evolutionary Computation Conference Companion 316-319. DOI: 10.1145/3520304.3529015 |
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Nicolas Wagner, Matthias Kraus, Tibor Tonn and Wolfgang Minker. 2022. Comparing moderation strategies in group chats with multi-user chatbots. In Martin Halvey, Mary Ellen Foster, Jeff Dalton, Cosmin Munteanu, Johanne Trippas (Eds.). CUI '22: proceedings of the 4th International Conference on Conversational User Interfaces, July 26-28, 2022, Glasgow, United Kingdom. ACM, New York, NY, 35 DOI: 10.1145/3543829.3544527 |
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Katharina Dietz, Michael Seufert and Tobias Hoßfeld. 2022. Comparing traditional and GAN-based approaches for the synthesis of Wide Area Network topologies. In Marinos Charalambides, Panagiotis Papadimitriou, Walter Cerroni, Salil Kanhere, Lefteris Mamatas (Eds.). 2022 18th International Conference on Network and Service Management (CNSM), 31 October - 4 November 2022, Thessaloniki, Greece. IEEE, Piscataway, NJ, 64-72 DOI: 10.23919/cnsm55787.2022.9964866 |
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Nicola Giesen, Nagarajan Paramasivam, Umut H. Toprak, Daniel Huebschmann, Jing Xu, Sebastian Uhrig, Mehmet Samur, Stella Bähr, Martina Fröhlich, Sadaf S. Mughal, Elias K. Mai, Anna Jauch, Carsten Müller-Tidow, Benedikt Brors, Nikhil Munshi, Hartmut Goldschmidt, Niels Weinhold, Matthias Schlesner and Marc S. Raab. 2022. Comprehensive genomic analysis of refractory multiple myeloma reveals a complex mutational landscape associated with drug resistance and novel therapeutic vulnerabilities. Haematologica 107, 8, 1891-1901. DOI: 10.3324/haematol.2021.279360 |
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Sicheng Zhao, Quanwei Huang, Youbao Tang, Xingxu Yao, Jufeng Yang, Guiguang Ding and Björn W. Schuller. 2022. Computational emotion analysis from images: recent advances and future directions. In Bogdan Ionescu, Wilma A. Bainbridge and Naila Murray (Ed.). Human perception of visual information: psychological and computational perspectives. Springer, Cham, 85-113. DOI: 10.1007/978-3-030-81465-6_4 |
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Sebastian Scherer, Stephan Brehm and Rainer Lienhart. 2022. Consistency regularization for unsupervised domain adaptation in semantic segmentation. Lecture Notes in Computer Science 13231, 500-511. DOI: 10.1007/978-3-031-06427-2_42 |
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Stephan Brehm, Florian Barthel and Rainer Lienhart. 2022. Controlling 3D objects in 2D image synthesis. SN Computer Science 4, 1, 48. DOI: 10.1007/s42979-022-01462-w |
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Yi Chang, Xin Jing, Zhao Ren and Björn W. Schuller. 2022. CovNet: a transfer learning framework for automatic COVID-19 detection from crowd-sourced cough sounds. Frontiers in Digital Health 3, 799067. DOI: 10.3389/fdgth.2021.799067 |
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Mariia Anapolska, Christina Büsing, Tabea Krabs and Tobias Mömke. 2022. Coworking scheduling with network flows. In Christina Büsing, Arie M.C.A. Koster (Eds.). Proceedings of the 10th International Network Optimization Conference (INOC), June 7–10, 2022, Aachen, Germany. University of Konstanz, Konstanz, 11-16 DOI: 10.48786/inoc.2022.03 |
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Jiaming Cheng, Ruiyu Liang, Yue Xie, Li Zhao, Björn Schuller, Jie Jia and Yiyuan Peng. 2022. Cross-layer similarity knowledge distillation for speech enhancement. In Hanseok Ko, John H. L. Hansen (Eds.). Interspeech 2022, Incheon, Korea, 18-22 September 2022. ISCA, Baixas, 926-930 DOI: 10.21437/interspeech.2022-429 |
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Melinda Czeh, Sina Stäble, Stephen Krämer, Lena Tepe, Sweta Talyan, Joana Carrelha, Yiran Meng, Barbara Heitplatz, Marius Schwabenland, Michael D. Milsom, Christoph Plass, Marco Prinz, Matthias Schlesner, Miguel A. Andrade-Navarro, Claus Nerlov, Sten Eirik W. Jacobsen, Daniel B. Lipka and Frank Rosenbauer. 2022. DNMT1 deficiency impacts on plasmacytoid dendritic cells in homeostasis and autoimmune disease. The Journal of Immunology 208, 2, 358-370. DOI: 10.4049/jimmunol.2100624 |
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Dominika Woszczyk, Anna Hedlikova, Alican Akman, Soteris Demetriou and Björn Schuller. 2022. Data augmentation for dementia detection in spoken language. In Hanseok Ko, John H. L. Hansen (Eds.). Interspeech 2022, Incheon, Korea, 18-22 September 2022. ISCA, Baixas, 2858-2862 DOI: 10.21437/interspeech.2022-10210 |
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Florian Auer, Simone Mayer and Frank Kramer. 2022. Data-dependent visualization of biological networks in the web-browser with NDExEdit. PLoS Computational Biology 18, 6, 1010205. DOI: 10.1371/journal.pcbi.1010205 |
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Gabriel Gonzalez-Escamilla, Nabin Koirala, Manuel Bange, Martin Glaser, Bogdan Pintea, Christian Dresel, Günther Deuschl, Muthuraman Muthuraman and Sergiu Groppa. 2022. Deciphering the network effects of deep brain stimulation in Parkinson's disease. Neurology and Therapy 11, 1, 265-282. DOI: 10.1007/s40120-021-00318-4 |
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Patrick Terhürne, Brian Schwartz, Tobias Baur, Dominik Schiller, Steffen T. Eberhardt, Elisabeth André and Wolfgang Lutz. 2022. Validation and application of the Non-Verbal Behavior Analyzer: an automated tool to assess non-verbal emotional expressions in psychotherapy. Frontiers in Psychiatry 13, 1026015. DOI: 10.3389/fpsyt.2022.1026015 |
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Stefan Bodenmüller, Gerhard Schellhorn and Wolfgang Reif. 2022. Verification of crashsafe caching in a virtual file system switch. Formal Aspects of Computing 34, 1, 2. DOI: 10.1145/3523737 |
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Markus Langer, Cornelius J. König, Rudolf Siegel, Therese Fredenhagen, Alexander G. Schunck, Viviane Hähne and Tobias Baur. 2022. Vocal-stress diary: a longitudinal investigation of the association of everyday work stressors and human voice features. Psychological Science 33, 7, 1027-1039. DOI: 10.1177/09567976211068110 |
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Katrin D. Bartl-Pokorny, Florian B. Pokorny, Dunia Garrido, Björn W. Schuller, Dajie Zhang and Peter B. Marschik. 2022. Vocalisation repertoire at the end of the first year of life: an exploratory comparison of Rett syndrome and typical development. Journal of Developmental and Physical Disabilities 34, 6, 1053-1069. DOI: 10.1007/s10882-022-09837-w |
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Pascal Hecker, Nico Steckhan, Florian Eyben, Björn W. Schuller and Bert Arnrich. 2022. Voice analysis for neurological disorder recognition – a systematic review and perspective on emerging trends. Frontiers in Digital Health 4, 842301. DOI: 10.3389/fdgth.2022.842301 |
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Anika Seufert, Ralf Schweifler, Fabian Poignee, Michael Seufert and Tobias Hoßfeld. 2022. Waiting along the path: how browsing delays impact the QoE of music streaming applications. 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/qomex55416.2022.9900883 |
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Alexander Heimerl, Linda Becker, Dominik Schiller, Tobias Baur, Fabian Wildgrube, Nicolas Rohleder and Elisabeth André. 2022. We've never been eye to eye: a pupillometry pipeline for the detection of stress and negative affect in remote working scenarios. In Fillia Makedon (Ed.). PETRA '22: proceedings of the 15th International Conference on Pervasive Technologies Related to Assistive Environments, 29 June - 1 July 2022, Corfu, Greece. ACM, New York, NY, 486-493 DOI: 10.1145/3529190.3534729 |
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Brijesh Dongol, Gerhard Schellhorn and Heike Wehrheim. 2022. Weak progressive forward simulation is necessary and sufficient for strong observational refinement. In Bartek Klin, Sławomir Lasota, Anca Muscholl (Eds.). 33rd International Conference on Concurrency Theory (CONCUR 2022), September 12-16, 2022, Warsaw, Poland. Schloss Dagstuhl, Leibniz-Zentrum für Informatik, Dagstuhl, 31:1-31:23 DOI: 10.4230/LIPIcs.CONCUR.2022.31 |
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Cathrin Elich, Martin R. Oswald, Marc Pollefeys and Jörg Stückler. 2022. Weakly supervised learning of multi-object 3D scene decompositions using deep shape priors. Computer Vision and Image Understanding 220, 103440. DOI: 10.1016/j.cviu.2022.103440 |
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Katharina Weitz, Alexander Zellner and Elisabeth André. in press. What do end-users really want? Investigation of human-centered XAI for mobile health apps. preprint. DOI: 10.48550/arXiv.2210.03506 |
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Jauwairia Nasir, Barbara Bruno, Mohamed Chetouani and Pierre Dillenbourg. 2022. What if social robots look for productive engagement? Automated assessment of goal-centric engagement in learning applications. International Journal of Social Robotics 14, 1, 55-71. DOI: 10.1007/s12369-021-00766-w |
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Diamanto Skopelitou, Aayushi Srivastava, Beiping Miao, Abhishek Kumar, Dagmara Dymerska, Nagarajan Paramasivam, Matthias Schlesner, Jan Lubinski, Kari Hemminki, Asta Försti and Obul Reddy Bandapalli. 2022. Whole exome sequencing identifies novel germline variants of SLC15A4 gene as potentially cancer predisposing in familial colorectal cancer. Molecular Genetics and Genomics 297, 4, 965-979. DOI: 10.1007/s00438-022-01896-0 |
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Alberto J. Martín-Rodríguez and Jan P. Meier-Kolthoff. 2022. Whole genome-based taxonomy of Shewanella and Parashewanella. International Journal of Systematic and Evolutionary Microbiology 72, 7, 005438. DOI: 10.1099/ijsem.0.005438 |
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Beiping Miao, Diamanto Skopelitou, Aayushi Srivastava, Sara Giangiobbe, Dagmara Dymerska, Nagarajan Paramasivam, Abhishek Kumar, Magdalena Kuświk, Wojciech Kluźniak, Katarzyna Paszkowska-Szczur, Matthias Schlesner, Jan Lubinski, Kari Hemminki, Asta Försti and Obul Reddy Bandapalli. 2022. Whole-exome sequencing identifies a novel germline variant in PTK7 gene in familial colorectal cancer. International Journal of Molecular Sciences 23, 3, 1295. DOI: 10.3390/ijms23031295 |
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Pedro Casas, Sarah Wassermann, Michael Seufert, Nikolas Wehner, Olivia Dinica and Tobias Hoßfeld. 2022. X-ray goggles for the ISP: improving in-network web and app QoE monitoring with deep learning. In Anna Sperotto, Roland van Rijswijk-Deij (Eds.). Network Traffic Measurement and Analysis Conference (TMA), 29-30 June 2022, Twente, Netherlands. International Federation for Information Processing, Laxenburg, 30 |
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Markus Görlich-Bucher and Jörg Hähner. 2022. XCSF under limited supervision. In Jonathan E. Fieldsend, Markus Wagner (Eds.). GECCO '22: Proceedings of the Genetic and Evolutionary Computation Conference, July 9-13, 2022, Boston, MA, USA. ACM, New York, NY, 2080-2085 DOI: 10.1145/3520304.3534046 |
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Dina ElHarouni, Yannick Berker, Heike Peterziel, Apurva Gopisetty, Laura Turunen, Sina Kreth, Sabine A. Stainczyk, Ina Oehme, Vilja Pietiäinen, Natalie Jäger, Olaf Witt, Matthias Schlesner and Sina Oppermann. 2022. iTReX: Interactive exploration of mono- and combination therapy dose response profiling data. Pharmacological Research 175, 105996. DOI: 10.1016/j.phrs.2021.105996 |
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Sandra Ottl, Shahin Amiriparian, Maurice Gerczuk and Björn W. Schuller. 2022. motilitAI: a machine learning framework for automatic prediction of human sperm motility. iScience 25, 8, 104644. DOI: 10.1016/j.isci.2022.104644 |
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Kasper Hald, Katharina Weitz, Elisabeth André and Matthias Rehm. 2021. "An error occurred!" - Trust repair with virtual robot using levels of mistake explanation. In Kohei Ogawa, Tomoko Yonezawa, Gale M. Lucas, Hirotaka Osawa, Wafa Johal and Masahiro Shiomi (Ed.). HAI'21: Proceedings of the 9th International Conference on Human-Agent Interaction, Virtual Event, Japan, November 9 - 11, 2021. ACM, New York, NY, 218-226. DOI: 10.1145/3472307.3484170 |
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Tom Giraud, Brian Ravenet, Chi Tai Dang, Jacqueline Nadel, Elise Prigent, Gael Poli, Elisabeth André and Jean-claude Martin. 2021. "Can you help me move this over there?": training children with ASD to joint action through tangible interaction and virtual agent. In Raphael Wimmer, Martin Kaltenbrunner, Martin Murer, Katrin Wolf and Ian Oakley (Ed.). Proceedings of the Fifteenth International Conference on Tangible, Embedded, and Embodied Interaction, February 2021, Salzburg, Austria. ACM, New York, NY, 27. DOI: 10.1145/3430524.3440646 |
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Katharina Weitz, Lindsey Vanderlyn, Ngoc Thang Vu and Elisabeth André. 2021. "It's our fault!": insights into users' understanding and interaction with an explanatory collaborative dialog system. In Arianna Bisazza, Omri Abend (Eds.). Proceedings of the 25th Conference on Computational Natural Language Learning, November 2021, online. Association for Computational Linguistics, 2021.conll-1.1 |
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Yuri G. Pavlov, Nika Adamian, Stefan Appelhoff, Mahnaz Arvaneh, Christopher S.Y. Benwell, Christian Beste, Amy R. Bland, Daniel E. Bradford, Florian Bublatzky, Niko A. Busch, Peter E. Clayson, Damian Cruse, Artur Czeszumski, Anna Dreber, Guillaume Dumas, Benedikt Ehinger, Giorgio Ganis, Xun He, José A. Hinojosa, Christoph Huber-Huber, Michael Inzlicht, Bradley N. Jack, Magnus Johannesson, Rhiannon Jones, Evgenii Kalenkovich, Laura Kaltwasser, Hamid Karimi-Rouzbahani, Andreas Keil, Peter König, Layla Kouara, Louisa Kulke, Cecile D. Ladouceur, Nicolas Langer, Heinrich R. Liesefeld, David Luque, Annmarie MacNamara, Liad Mudrik, Muthuraman Muthuraman, Lauren B. Neal, Gustav Nilsonne, Guiomar Niso, Sebastian Ocklenburg, Robert Oostenveld, Cyril R. Pernet, Gilles Pourtois, Manuela Ruzzoli, Sarah M. Sass, Alexandre Schaefer, Magdalena Senderecka, Joel S. Snyder, Christian K. Tamnes, Emmanuelle Tognoli, Marieke K. van Vugt, Edelyn Verona, Robin Vloeberghs, Dominik Welke, Jan R. Wessel, Ilya Zakharov and Faisal Mushtaq. 2021. #EEGManyLabs: investigating the replicability of influential EEG experiments. Cortex 144, 213-229. DOI: 10.1016/j.cortex.2021.03.013 |
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Mohamed Benouis, Meriem Reguide, Alfredo Rosado-Munoz and Lotfi Mostefai. 2021. 2D ECG image based biometric identification using stacked autoencoders. In 2021 IEEE International Workshop on Metrology for Industry 4.0 & IoT (MetroInd4.0&IoT), 7-9 June 2021, Rome, Italy. IEEE, Piscataway, NJ, 286-289 DOI: 10.1109/metroind4.0iot51437.2021.9488556 |
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Claudia Eberle and Christoph Ament. 2021. A combined in vivo and in silico model shows specific predictors of individual trans-generational diabetic programming. Journal of Developmental Origins of Health and Disease 12, 3, 396-403. DOI: 10.1017/s2040174420000471 |
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Macedo Maia, Juliano Efson Sales, André Freitas, Siegfried Handschuh and Markus Endres. 2021. A comparative study of deep neural network models on multi-label text classification in finance. In Dick Bulterman, Atsushi Kitazawa, David Ostrowski, Phillip Sheu, Jeffrey Tsai (Eds.). 2021 15th IEEE International Conference on Semantic Computing (ICSC), January 27-29, 2021, Laguna Hills, CA, USA, virtual. IEEE, Piscataway, NJ, 183-190 DOI: 10.1109/ICSC50631.2021.00039 |
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Debesh Jha, Sharib Ali, Steven Hicks, Vajira Thambawita, Hanna Borgli, Pia H. Smedsrud, Thomas de Lange, Konstantin Pogorelov, Xiaowei Wang, Philipp Harzig, Minh-Triet Tran, Wenhua Meng, Trung-Hieu Hoang, Danielle Dias, Tobey H. Ko, Taruna Agrawal, Olga Ostroukhova, Zeshan Khan, Muhammad Atif Tahir, Yang Liu, Yuan Chang, Mathias Kirkerød, Dag Johansen, Mathias Lux, Håvard D. Johansen, Michael A. Riegler and Pål Halvorsen. 2021. A comprehensive analysis of classification methods in gastrointestinal endoscopy imaging. Medical Image Analysis 70, 102007. DOI: 10.1016/j.media.2021.102007 |
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Teresa Bürkle, Stefan Grünewald and Annemarie Friedrich. 2021. A corpus study of creating rule-based enhanced universal dependencies for German. In Claire Bonial, Nianwen Xue (Eds.). Proceedings of The Joint 15th Linguistic Annotation Workshop (LAW) and 3rd Designing Meaning Representations (DMR) Workshop, November 11, 2021, Punta Cana, Dominican Republic. Association for Computational Linguistics, Stroudsburg, PA, 85-95 DOI: 10.18653/v1/2021.law-1.9 |
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Sushovan Chanda, Kedar Fitwe, Gauri Deshpande, Björn W. Schuller and Sachin Patel. 2021. A deep audiovisual approach for human confidence classification. Frontiers in Computer Science 3, 674533. DOI: 10.3389/fcomp.2021.674533 |
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Jakob S. Kottmann, Abhinav Anand and Alán Aspuru-Guzik. 2021. A feasible approach for automatically differentiable unitary coupled-cluster on quantum computers. Chemical Science 12, 10, 3497-3508. DOI: 10.1039/d0sc06627c |
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Stephan Wolf, Maximilian Schmitt and Björn Schuller. 2021. A football player rating system. Journal of Sports Analytics 6, 4, 243-257. DOI: 10.3233/jsa-200411 |
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Lukas Rosenbauer, Anthony Stein and Jörg Hähner. 2021. A genetic algorithm for HMI test infrastructure fine tuning. In Oleg Gusikhin, Henk Nijmeijer and Kurosh Madani (Ed.). Proceedings of the 18th International Conference on Informatics in Control, Automation and Robotics, ICINCO. SciTePress, Setúbal, 367-374. DOI: 10.5220/0010512803670374 |
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Matteo Lavit Nicora, Elisabeth André, Daniel Berkmans, Claudia Carissoli, Tiziana D'Orazio, Antonella Delle Fave, Patrick Gebhard, Roberto Marani, Robert Mihai Mira, Luca Negri, Fabrizio Nunnari, Alberto Pena Fernandez, Alessandro Scano, Gianluigi Reni and Matteo Malosio. 2021. A human-driven control architecture for promoting good mental health in collaborative robot scenarios. In 2021 30th IEEE International Conference on Robot & Human Interactive Communication (RO-MAN), 8-12 August 2021, Vancouver, BC, Canada. IEEE, Los Alamitos, CA, 285-291 DOI: 10.1109/ro-man50785.2021.9515315 |
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Srividya Tirunellai Rajamani, Kumar T. Rajamani, Adria Mallol-Ragolta, Shuo Liu and Björn Schuller. 2021. A novel attention-based gated recurrent unit and its efficacy in speech emotion recognition. In Dimitri Androutsos, Kostas Plataniotis, Xiao-Ping (Steven) Zhang and Nikolaos Boulgouris (Ed.). International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021), Toronto, ON, Canada, 6-11 June 2021. IEEE, New York, NY, 6294-6298. DOI: 10.1109/icassp39728.2021.9414489 |
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Diamanto Skopelitou, Beiping Miao, Aayushi Srivastava, Abhishek Kumar, Magdalena Kuświk, Dagmara Dymerska, Nagarajan Paramasivam, Matthias Schlesner, Jan Lubiński, Kari Hemminki, Asta Försti and Obul Reddy Bandapalli. 2021. A novel low-risk germline variant in the SH2 domain of the SRC gene affects multiple pathways in familial colorectal cancer. Journal of Personalized Medicine 11, 4, 262. DOI: 10.3390/jpm11040262 |
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Alice Baird, Lukas Stappen, Lukas Christ, Lea Schumann, Eva-Maria Messner and Björn Schuller. 2021. A physiologically-adapted gold standard for arousal during stress. In Björn Schuller, Lukas Stappen, Eva-Maria Meßner, Erik Cambria and Guoying Zhao (Ed.). MuSe '21: Proceedings of the 2nd on Multimodal Sentiment Analysis Challenge, virtual event, China, 24 October 2021. ACM, New York, NY, 69-73. DOI: 10.1145/3475957.3484446 |
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Alice Baird, Silvan Mertes, Manuel Milling, Lukas Stappen, Thomas Wiest, Elisabeth André and Björn W. Schuller. 2021. A prototypical network approach for evaluating generated emotional speech. In Hynek Heřmanský, Honza Černocký, Lukáš Burget, Lori Lamel, Odette Scharenborg and Petr Motlicek (Ed.). Interspeech 2021, Brno, Czechia, 30 August - 3 September 2021. ISCA, Baixas, 3161-3165. DOI: 10.21437/interspeech.2021-1123 |
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Abhishek Kumar, Nagarajan Paramasivam, Obul Reddy Bandapalli, Matthias Schlesner, Tianhui Chen, Rolf Sijmons, Dagmara Dymerska, Katarzyna Golebiewska, Magdalena Kuswik, Jan Lubinski, Kari Hemminki and Asta Försti. 2021. A rare large duplication of MLH1 identified in Lynch syndrome. Hereditary Cancer in Clinical Practice 19, 1, 10. DOI: 10.1186/s13053-021-00167-0 |
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V. Gowtham, A. Willner, Wenzel Baron Pilar von Pilchau, Jörg Hähner, M. Riedl, N.-S. Koutrakis, J. Polte, E. Uhlmann, J. Tayub and V. Frey. 2021. A reference architecture enabling sensor networks based on homogeneous AASs. In 22. Leitkongress der Mess- und Automatisierungstechnik - Automation 2021: Navigating towards resilient production. VDI Verlag, Düsseldorf (VDI-Berichte ; 2392), 5-16. DOI: 10.51202/9783181023921-5 |
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Dagmar M. Schuller and Björn Schuller. 2021. A review on five recent and near-future developments in computational processing of emotion in the human voice. Emotion Review 13, 1, 44-50. DOI: 10.1177/1754073919898526 |
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Doina Ciobanu, Alicia Clum, Steven Ahrendt, William B. Andreopoulos, Asaf Salamov, Sandy Chan, C. Alisha Quandt, Brian Foster, Jan P. Meier-Kolthoff, Yung Tsu Tang, Patrick Schwientek, Gerald L. Benny, Matthew E. Smith, Diane Bauer, Shweta Deshpande, Kerrie Barry, Alex Copeland, Steven W. Singer, Tanja Woyke, Igor V. Grigoriev, Timothy Y. James and Jan-Fang Cheng. 2021. A single-cell genomics pipeline for environmental microbial eukaryotes. iScience 24, 4, 102290. DOI: 10.1016/j.isci.2021.102290 |
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Dongyan Huang, Björn Schuller, Jianhua Tao, Lei Xie and Jie Yang. 2021. ASMMC21: the 6th International Workshop on Affective Social Multimedia Computing. In Zakia Hammal, Carlos Busso, Catherine Pelachaud, Sharon Oviatt, Albert Ali Salah and Guoying Zhao (Ed.). ICMI '21: Proceedings of the 2021 International Conference on Multimodal Interaction, Montréal, QC, Canada, October 18 - 22, 2021. ACM, New York, NY, 864-867. DOI: 10.1145/3462244.3480980 |
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Julia Berger, Christian Colceriu, Andreas Blank, Jörg Franke, Christian Härdtlein, Tobias Hellig, Dominik Henrich, Lisa Heuss, Markus Hiller, Michaela Krä, Benedikt Leichtmann, Albrecht Lottermoser, Shuang Lu, Verena Nitsch, Gunther Reinhart, Michael Riedl, Sebastian Roder, Katharina Schäfer, Johannes Schilp, Ludwig Vogt and Michael Friedrich Zäh. 2021. Abschlussbericht: FORobotics - mobile ad-hoc kooperierende Roboterteams. Fraunhofer IGC, Augsburg. DOI: 10.24406/igcv-n-624794 |
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Ross Fulton, Jinping Gan, Yun-Yueh Lu, Julianna Crivello, Zachery Duda, Zhiyuan Wang, Rebecca Silver, Alexandra Staskus, Charina Ortega, Sami Ellouze, Carine George, Sophie Foulon, Wenhua Xu, Xing Cai, Joyce Pi, Dean Lee, Monika Manne, Ruina Jin, Yuan Wang, Hongkai Zhang, Nicola Beltraminelli, Francisco Adrian, Robert Petit, Liang Schweizer and Andreas Raue. 2021. Abstract 1882: Clinical approach and biomarker strategy for HFB301001, a novel OX40 agonistic antibody [Abstract]. Cancer Research 81, 13, Supplement, 1882. DOI: 10.1158/1538-7445.am2021-1882 |
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Reinhard Pröll, Noël Hagemann and Bernhard Bauer. 2021. Abstract test execution for early testing activities in model-driven scenarios. In Slimane Hammoudi, Luís Ferreira Pires and Bran Selić (Ed.). Model-Driven Engineering and Software Development: 8th International Conference, MODELSWARD 2020, Valletta, Malta, February 25–27, 2020, Revised Selected Papers. Springer International, Cham (Communications in Computer and Information Science ; 1361), 273-297. DOI: 10.1007/978-3-030-67445-8_12 |
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Sebastian Zehnter, Marco A. B. Andrade and Christoph Ament. 2021. Acoustic levitation of a Mie sphere using a 2D transducer array. Journal of Applied Physics 129, 13, 134901. DOI: 10.1063/5.0037344 |
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Amina Coffey, Saroj Bista, Antonio Fasano, Teresa Buxo, Matthew Mitchell, Eileen Rose Giglia, Stefan Dukic, Matthew Fenech, Megan Barry, Andrew Wade, Mark Heverin, Muthuraman Muthuraman, Richard G. Carson, Madeleine Lowery, Orla Hardiman and Bahman Nasseroleslami. 2021. Altered supraspinal motor networks in survivors of poliomyelitis: a cortico-muscular coherence study. Clinical Neurophysiology 132, 1, 106-113. DOI: 10.1016/j.clinph.2020.10.011 |
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Lukas Rosenbauer, Anthony Stein and Jörg Hähner. 2021. An artificial immune system for black box test case selection. In EvoCop: 21st European Conference on Evolutionary Computation in Combinatorial Optimisation as part of evostar 2021, April 2021, Seville, Spain. Springer Nature, 169-184 DOI: 10.1007/978-3-030-72904-2_11 |
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Decky Aspandi, Federico Sukno, Björn Schuller and Xavier Binefa. 2021. An enhanced adversarial network with combined latent features for spatio-temporal facial affect estimation in the wild. In Giovanni Maria Farinella, Petia Radeva, Jose Braz, Kadi Bouatouch (Eds.). Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP), February 8-10, 2021, volume 4. SciTePress, Setúbal, 172-181 DOI: 10.5220/0010332001720181 |
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Alice Baird, Andreas Triantafyllopoulos, Sandra Zänkert, Sandra Ottl, Lukas Christ, Lukas Stappen, Julian Konzok, Sarah Sturmbauer, Eva-Maria Meßner, Brigitte M. Kudielka, Nicolas Rohleder, Harald Baumeister and Björn W. Schuller. 2021. An evaluation of speech-based recognition of emotional and physiological markers of stress. Frontiers in Computer Science 3, 750284. DOI: 10.3389/fcomp.2021.750284 |
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Lukas Rosenbauer, Johannes Maier, Daniel Gerber, Anthony Stein and Jörg Hähner. 2021. An evolutionary calibration approach for touch interface filter chains. In Oleg Gusikhin, Henk Nijmeijer and Kurosh Madani (Ed.). Proceedings of the 18th International Conference on Informatics in Control, Automation and Robotics - ICINCO. SciTePress, Setúbal, 29-38. DOI: 10.5220/0010512900290038 |
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Xiangheng He, Junjie Chen, Georgios Rizos and Björn W. Schuller. 2021. An improved StarGAN for emotional voice conversion: enhancing voice quality and data augmentation. In Hynek Heřmanský, Honza Černocký, Lukáš Burget, Lori Lamel, Odette Scharenborg and Petr Motlicek (Ed.). Interspeech 2021, Brno, Czechia, 30 August - 3 September 2021. ISCA, Baixas, 821-825. DOI: 10.21437/Interspeech.2021-1253 |
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Miriam Elia, Carola Gajek, Alexander Schiendorfer and Wolfgang Reif. 2021. An interactive web application for decision tree learning. In Bernd Bischl, Oliver Guhr, Heidi Seibold and Peter Steinbach (Ed.). Proceedings of the Teaching Machine Learning Workshop at ECML-PKDD 2020, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 14 September 2020, Virtual Conference. ML Research Press (PMLR - Proceedings of Machine Learning Research ; 141), 11-16. |
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Zengjie Zhang, Kun Qian, Björn Schuller and Dirk Wollherr. 2021. An online robot collision detection and identification scheme by supervised learning and Bayesian decision theory. IEEE Transactions on Automation Science and Engineering 18, 3, 1144-1156. DOI: 10.1109/tase.2020.2997094 |
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Lukas Rosenbauer, David Pätzel, Anthony Stein and Jörg Hähner. 2021. An organic computing system for automated testing. In Christian Hochberger, Lars Bauer and Thilo Pionteck (Ed.). Architecture of computing systems. Springer International Publishing, Cham (LNTCS ; 12800), 135-149. DOI: 10.1007/978-3-030-81682-7_9 |
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David Pätzel, Michael Heider and Alexander R. M. Wagner. 2021. An overview of LCS research from 2020 to 2021. In Francisco Chicano and Krzysztof Krawiec (Ed.). Proceedings of the Genetic and Evolutionary Computation Conference Companion, Lille, France, July 10 - 14, 2021. ACM, New York, NY, 1648-1656. DOI: 10.1145/3449726.3463173 |
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Helena Stegherr and Jörg Hähner. 2021. Analysing metaheuristic components. In Anthony Stein, Sven Tomforde, Jean Botev and Peter Lewis (Ed.). LIFELIKE 2020 & LIFELIKE 2021, Lifelike Computing Systems Workshop 2020 and 2021: Joint Proceedings of the LIFELIKE 2020 - 8th Edition in the Evolution of the Workshop Series of Autonomously Learning and Optimizing Systems (SAOS) co-located with 2020 Conference on Artificial Life (ALIFE 2020), Online, July 16th, 2020, and the LIFELIKE 2021 - 9th Edition in the Evolution of the Workshop Series of Autonomously Learning and Optimizing Systems (SAOS) co-located with 2021 Conference on Artificial Life (ALIFE 2021), Online, July 19th, 2021. CEUR-WS (CEUR Workshop Proceedings ; Vol-3007) |
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Dominik Schiller, Silvan Mertes, Pol van Rijn and Elisabeth André. 2021. Analysis by synthesis: using an expressive TTS model as feature extractor for paralinguistic speech classification. In Hynek Heřmanský, Honza Černocký, Lukáš Burget, Lori Lamel, Odette Scharenborg and Petr Motlicek (Ed.). Interspeech 2021, Brno, Czechia, 30 August - 3 September 2021. ISCA, Baixas, 486-490. DOI: 10.21437/interspeech.2021-1587 |
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Hanna Wecker, Annemarie Friedrich and Heike Adel-Vu. 2021. Apparatus and method for filling a knowledge graph by way of strategic data splits [Patent]. |
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Stefan Grünewald, Annemarie Friedrich and Jonas Kuhn. 2021. Applying Occam's Razor to transformer-based dependency parsing: what works, what doesn't, and what is really necessary. In Stephan Oepen, Kenji Sagae, Reut Tsarfaty, Gosse Bouma, Djamé Seddah, Daniel Zeman (Eds.). Proceedings of the 17th International Conference on Parsing Technologies and the IWPT 2021 Shared Task on Parsing into Enhanced Universal Dependencies (IWPT 2021), August 6, 2021, Bangkok, Thailand (online). Association for Computational Linguistics, Stroudsburg, PA, 131-144 DOI: 10.18653/v1/2021.iwpt-1.13 |
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Martin Schörner, Constantin Wanninger, Alwin Hoffmann, Oliver Kosak and Wolfgang Reif. 2021. Architecture for emergency control of autonomous UAV ensembles. In 3rd International Workshop on Robotic Software Engineering (RoSE’21), co-located with ICSE 2021, Virtual, Madrid, Spain, May 23 – 29, 2021. IEEE, Piscataway, NJ, 41-46 DOI: 10.1109/RoSE52553.2021.00014 |
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Kun Qian, Zixing Zhang, Yoshiharu Yamamoto and Björn Schuller. 2021. Artificial Intelligence Internet of Things for the elderly: from assisted living to health-care monitoring. IEEE Signal Processing Magazine 38, 4, 78-88. DOI: 10.1109/msp.2021.3057298 |
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Dennis Hartmann, Dominik Müller, Iñaki Soto-Rey and Frank Kramer. in press. Assessing the role of random forests in medical image segmentation. preprint. DOI: 10.48550/arXiv.2103.16492 |
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Matthias Kraus, Bernd Ludwig, Wolfgang Minker and Nicolas Wagner. 2021. Assistenzsysteme. In Günther Görz, Ute Schmid and Tanya Braun (Ed.). Handbuch der Künstlichen Intelligenz. De Gruyter Oldenbourg, Berlin, 859-906. DOI: 10.1515/9783110659948-020 |
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Patricia Goldberg, Ömer Sümer, Kathleen Stürmer, Wolfgang Wagner, Richard Göllner, Peter Gerjets, Enkelejda Kasneci and Ulrich Trautwein. 2021. Attentive or not? Toward a machine learning approach to assessing students' visible engagement in classroom instruction. Educational Psychology Review 33, 1, 27-49. DOI: 10.1007/s10648-019-09514-z |
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Ani Grigoryan, Johannes Pospiech, Stephen Krämer, Daniel Lipka, Thomas Liehr, Hartmut Geiger, Hiroshi Kimura, Medhanie A. Mulaw and Maria Carolina Florian. 2021. Attrition of X chromosome inactivation in aged hematopoietic stem cells. Stem Cell Reports 16, 4, 708-716. DOI: 10.1016/j.stemcr.2021.03.007 |
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Moritz Schweiger, Jeffrey Wimmer, Gregor Nagler and Ruben Schlagowski. 2021. Augmenting the city: the photo-realistic animation of a historic building and its influence on spatial perception and meaning. International Journal of Film and Media Arts 6, 2, 107-128. DOI: 10.24140/ijfma.v6.n2.07 |
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Yekta Said Can, Petrus Johannes Gerrits and M. Erdem Kabadayi. 2021. Automatic detection of road types from the Third Military Mapping Survey of Austria-Hungary historical map series with deep convolutional neural networks. IEEE Access 9, 62847-62856. DOI: 10.1109/access.2021.3074897 |
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Yekta Said Can and M. Erdem Kabadayı. 2021. Automatic estimation of age distributions from the first Ottoman Empire population register series by using deep learning. Electronics 10, 18, 2253. DOI: 10.3390/electronics10182253 |
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Robin Pape, Stefan Patzke, Sebastian Zaunseder and Jörg Thiem. 2021. Automatic hypercube acquisition with high spatial and spectral resolution using a HSI linescan camera. Current Directions in Biomedical Engineering 7, 2, 811-814. DOI: 10.1515/cdbme-2021-2207 |
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Emilia Parada-Cabaleiro, Maximilian Schmitt, Anton Batliner, Björn Schuller and Markus Schedl. 2021. Automatic recognition of texture in Renaissance music. In Jin Ha Lee, Alexander Lerch, Zhiyao Duan, Juhan Nam, Preeti Rao, Peter Kranenburg, Ajay Srinivasamurthy (Eds.). Proceedings of the 22nd International Society for Music Information Retrieval Conference (ISMIR 2021), November 7-12, online. Zenodo, 509-516 DOI: 10.5281/zenodo.5624443 |
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Harry Coppock, Lyn Jones, Ivan Kiskin and Björn Schuller. 2021. Bias and privacy in AI's cough-based COVID-19 recognition - authors' reply. The Lancet Digital Health 3, 12, e761. DOI: 10.1016/s2589-7500(21)00233-8 |
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Noël Hagemann and Bernhard Bauer. 2021. Bridging the gap between structural and behavioral models in a software-centric environment. In Boris Shishkov (Ed.). Business Modeling and Software Design: 11th International Symposium, BMSD 2021, Sofia, Bulgaria, July 5–7, 2021, Proceedings. Springer, Cham (Lecture Notes in Business Information Processing ; 422), 353-362. DOI: 10.1007/978-3-030-79976-2_23 |
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Katharina Dietz, Michael Mühlhauser, Michael Seufert, Nicholas Gray, Tobias Hoßfeld and Dominik Herrmann. 2021. Browser fingerprinting: how to protect machine learning models and data with differential privacy?. In Mathias Fischer, Winfried Lamerdorf (Eds.). 1st International Workshop on Machine Learning in Networking (MaLeNe), part of the Conference on Networked Systems 2021 (NetSys 2021), September 13-16, 2021, Lübeck, Germany. Universitätsbibliothek TU Berlin, Berlin DOI: 10.14279/tuj.eceasst.80.1179 |
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Zhao Ren, Qiuqiang Kong, Jing Han, Mark D. Plumbley and Björn W. Schuller. 2021. CAA-Net: Conditional Atrous CNNs with attention for explainable device-robust acoustic scene classification. IEEE Transactions on Multimedia 23, 4131-4142. DOI: 10.1109/tmm.2020.3037534 |
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Andreas Wiedholz, Michael Heider, Richard Nordsieck, Andreas Angerer, Simon Dietrich and Jörg Hähner. 2021. CAD-based grasp and motion planning for process automation in fused deposition modelling. In Oleg Gusikhin, Henk Nijmeijer and Kurosh Madani (Ed.). Proceedings of the 18th International Conference on Informatics in Control, Automation and Robotics, July 6-8, 2021. SciTePress, Setúbal, 450-458. DOI: 10.5220/0010571204500458 |
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Björn W. Schuller, Dagmar M. Schuller, Kun Qian, Juan Liu, Huaiyuan Zheng and Xiao Li. 2021. COVID-19 and computer audition: an overview on what speech and sound analysis could contribute in the SARS-CoV-2 corona crisis. Frontiers in Digital Health 3, 564906. DOI: 10.3389/fdgth.2021.564906 |
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Gauri Deshpande and Björn W. Schuller. 2021. COVID-19 biomarkers in speech: on source and filter components. In Riccardo Barbieri (Ed.). 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2021), 1-5 November 2021, Mexico. IEEE, New York, NY, 800-803. DOI: 10.1109/embc46164.2021.9629831 |
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Harry Coppock, Lyn Jones, Ivan Kiskin and Björn Schuller. 2021. COVID-19 detection from audio: seven grains of salt. The Lancet Digital Health 3, 9, e537-e538. DOI: 10.1016/s2589-7500(21)00141-2 |
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Shuo Liu, Adria Mallol-Ragolta and Björn W. Schuller. 2021. COVID-19 detection with a novel multi-type deep fusion method using breathing and coughing information. In Riccardo Barbieri (Ed.). 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2021), 1-5 November 2021, Mexico. IEEE, Piscataway, NJ, 1840-1843. DOI: 10.1109/embc46164.2021.9630050 |
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Philip Meyer, Dominik Müller, Iñaki Soto-Rey and Frank Kramer. 2021. COVID-19 image segmentation based on deep learning and ensemble learning. In John Mantas, Lăcrămioara Stoicu-Tivadar, Catherine Chronaki, Arie Hasman, Patrick Weber, Parisis Gallos, Mihaela Crişan-Vida, Emmanouil Zoulias and Oana Sorina Chirila (Ed.). Public health and informatics. IOS Press, Amsterdam (Studies in Health Technology and Informatics ; 281), 518-519. DOI: 10.3233/shti210223 |
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Kun Qian, Tomoya Koike, Kazuhiro Yoshiuchi, Björn Schuller and Yoshiharu Yamamoto. 2021. Can appliances understand the behavior of elderly via machine learning? A feasibility study. IEEE Internet of Things Journal 8, 10, 8343-8355. DOI: 10.1109/jiot.2020.3045009 |
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Kun Qian, Christoph Janott, Maximilian Schmitt, Zixing Zhang, Clemens Heiser, Werner Hemmert, Yoshiharu Yamamoto and Björn Schuller. 2021. Can machine learning assist locating the excitation of snore sound? a review. IEEE Journal of Biomedical and Health Informatics 25, 4, 1233-1246. DOI: 10.1109/jbhi.2020.3012666 |
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Zhengxin Joseph Ye and Björn W. Schuller. 2021. Capturing dynamics of post-earnings-announcement drift using a genetic algorithm-optimized XGBoost. Expert Systems with Applications 177, 114892. DOI: 10.1016/j.eswa.2021.114892 |
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Jeongbin Park, Wonyl Choi, Sebastian Tiesmeyer, Brian Long, Lars E. Borm, Emma Garren, Thuc Nghi Nguyen, Bosiljka Tasic, Simone Codeluppi, Tobias Graf, Matthias Schlesner, Oliver Stegle, Roland Eils and Naveed Ishaque. 2021. Cell segmentation-free inference of cell types from in situ transcriptomics data. Nature Communications 12, 1, 3545. DOI: 10.1038/s41467-021-23807-4 |
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Calogerina Catalano, Nagarajan Paramasivam, Joanna Blocka, Sara Giangiobbe, Stefanie Huhn, Matthias Schlesner, Niels Weinhold, Rolf Sijmons, Mirjam de Jong, Christian Langer, Klaus-Dieter Preuss, Björn Nilsson, Brian Durie, Hartmut Goldschmidt, Obul Reddy Bandapalli, Kari Hemminki and Asta Försti. 2021. Characterization of rare germline variants in familial multiple myeloma. Blood Cancer Journal 11, 2, 33. DOI: 10.1038/s41408-021-00422-6 |
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Florent Foucaud, Narges Ghareghani, Aida Roshany-Tabrizi and Pouyeh Sharifani. 2021. Characterizing extremal graphs for open neighbourhood location-domination. Discrete Applied Mathematics 302, 76-79. DOI: 10.1016/j.dam.2021.06.006 |
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Stefan C. Dentro, Ignaty Leshchiner, Kerstin Haase, Maxime Tarabichi, Jeff Wintersinger, Amit G. Deshwar, Kaixian Yu, Yulia Rubanova, Geoff Macintyre, Jonas Demeulemeester, Ignacio Vázquez-García, Kortine Kleinheinz, Dimitri G. Livitz, Salem Malikic, Nilgun Donmez, Subhajit Sengupta, Pavana Anur, Clemency Jolly, Marek Cmero, Daniel Rosebrock, Steven E. Schumacher, Yu Fan, Matthew Fittall, Ruben M. Drews, Xiaotong Yao, Thomas B. K. Watkins, Juhee Lee, Matthias Schlesner, Hongtu Zhu, David J. Adams, Nicholas McGranahan, Charles Swanton, Gad Getz, Paul C. Boutros, Marcin Imielinski, Rameen Beroukhim, S. Cenk Sahinalp, Yuan Ji, Martin Peifer, Inigo Martincorena, Florian Markowetz, Ville Mustonen, Ke Yuan, Moritz Gerstung, Paul T. Spellman, Wenyi Wang, Quaid D. Morris, David C. Wedge and Peter Van Loo. 2021. Characterizing genetic intra-tumor heterogeneity across 2,658 human cancer genomes. Cell 184, 8, 2239-2254.e39. DOI: 10.1016/j.cell.2021.03.009 |
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Shilpa Garg, Arkarachai Fungtammasan, Andrew Carroll, Mike Chou and Tobias Mömke. 2021. Chromosome-scale, haplotype-resolved assembly of human genomes. Nature Biotechnology 39, 309-312. DOI: 10.1038/s41587-020-0711-0 |
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Antonio Benítez-Guijarro, Raymond Bond, Frederick Booth, Zoraida Callejas, Edel Ennis, Anna Esposito, Matthias Kraus, Gavin McConvey, Michael McTear, Maurice Mulvenna, Courtney Potts, Louisa Pragst, Robin Turkington, Nicolas Wagner and Huiru Zheng. 2021. Co-creating requirements and assessing end-user acceptability of a voice-based chatbot to support mental health: a thematic analysis of a living lab workshop. In Luis Fernando D'Haro, Zoraida Callejas and Satoshi Nakamura (Ed.). Conversational dialogue systems for the next decade. Springer, Singapore (Lecture Notes in Electrical Engineering (LNEE) ; 704), 201-212. DOI: 10.1007/978-981-15-8395-7_15 |
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Roisin McMackin, Stefan Dukic, Emmet Costello, Marta Pinto-Grau, Lara McManus, Michael Broderick, Rangariroyashe Chipika, Parameswaran M. Iyer, Mark Heverin, Peter Bede, Muthuraman Muthuraman, Niall Pender, Orla Hardiman and Bahman Nasseroleslami. 2021. Cognitive network hyperactivation and motor cortex decline correlate with ALS prognosis. Neurobiology of Aging 104, 57-70. DOI: 10.1016/j.neurobiolaging.2021.03.002 |
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Emily P. Slater, Lisa M. Wilke, Lutz Benedikt Böhm, Konstantin Strauch, Manuel Lutz, Norman Gercke, Elvira Matthäi, Kari Hemminki, Asta Försti, Matthias Schlesner, Nagarajan Paramasivam and Detlef K. Bartsch. 2021. Combinations of low-frequency genetic variants might predispose to familial pancreatic cancer. Journal of Personalized Medicine 11, 7, 631. DOI: 10.3390/jpm11070631 |
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Ziping Zhao, Qifei Li, Zixing Zhang, Nicholas Cummins, Haishuai Wang, Jianhua Tao and Björn W. Schuller. 2021. Combining a parallel 2D CNN with a self-attention Dilated Residual Network for CTC-based discrete speech emotion recognition. < |