Publikationsübersicht
Publikationen (Institut für Informatik)
2025 |
Samiksha Pachade, Prasanna Porwal, Manesh Kokare, Girish Deshmukh, Vivek Sahasrabuddhe, Zhengbo Luo, Feng Han, Zitang Sun, Li Qihan, Sei-ichiro Kamata, Edward Ho, Edward Wang, Asaanth Sivajohan, Saerom Youn, Kevin Lane, Jin Chun, Xinliang Wang, Yunchao Gu, Sixu Lu, Young-tack Oh, Hyunjin Park, Chia-Yen Lee, Hung Yeh, Kai-Wen Cheng, Haoyu Wang, Jin Ye, Junjun He, Lixu Gu, Dominik Müller, Iñaki Soto-Rey, Frank Kramer, Hidehisa Arai, Yuma Ochi, Takami Okada, Luca Giancardo, Gwenolé Quellec and Fabrice Mériaudeau. 2025. RFMiD: retinal image analysis for multi-disease detection challenge. Medical Image Analysis 99, 103365. DOI: 10.1016/j.media.2024.103365 |
2024 |
Johannes Schleicher, Nikolas Wehner, Tobias Hoßfeld and Michael Seufert. 2024. (Not) the sum of its parts: relating individual video and browsing stimuli to web session QoE. In Markus Fiedler, Lea Skorin-Kapov, Hadi Amirpour, Karel Fliegel (Eds.). 2024 16th International Conference on Quality of Multimedia Experience (QoMEX), June 18-20, 2024, Karlshamn, Sweden. IEEE, Piscataway, NJ, 104-110 DOI: 10.1109/QoMEX61742.2024.10598239 |
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 |
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 |
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 |
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 |
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 |
Pierre Gabriel Aublin, Jacques Felblinger and Julien Oster. 2024. A generalisable heartbeat classifier leveraging self-supervised learning for ECG analysis during magnetic resonance imaging. IEEE Journal of Biomedical and Health Informatics 28, 9, 5147-5155. DOI: 10.1109/jbhi.2024.3411792 |
Johanna Holzinger, Alexander Heimerl, Ruben Schlagowski, Elisabeth André and Silvan Mertes. 2024. A machine learning-driven interactive training system for extreme vocal techniques. In Luca Andrea Ludovico, Davide Andrea Mauro (Eds.). AM '24: proceedings of the 19th International Audio Mostly Conference: Explorations in Sonic Cultures, September 18-20, 2024, Milan, Italy. ACM, New York, NY, 348-354 DOI: 10.1145/3678299.3678334 |
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 |
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 |
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 |
Katharina Dietz, Mehrdad Hajizadeh, Johannes Schleicher, Nikolas Wehner, Stefan Geissler, Pedro Casas, Michael Seufert and Tobias Hoßfeld. in press. Agree to disagree: exploring consensus of XAI methods for ML-based NIDS. In 1st Workshop on Network Security Operations (NeSecOr), Prague, Czech Republic, 28-31 October 2024. IEEE, Piscataway, NJ |
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 |
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 |
Henning Cui, Andreas Margraf and Jörg Hähner. in press. Analysing the influence of reorder strategies for Cartesian Genetic Programming. preprint. DOI: 10.48550/arXiv.2410.00518 |
Tom Roeger, Ludwig Vogt, Tobias Friedrich and Johannes Schilp. 2024. Analysis of the relationship between training data volume and model quality for surrogate models in physical simulations. Procedia CIRP 126, 745-750. DOI: 10.1016/j.procir.2024.08.302 |
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 |
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 |
Mani Kumar Tellamekala, Ömer Sümer, Björn W. Schuller, Elisabeth André, Timo Giesbrecht and Michel Valstar. 2024. Are 3D face shapes expressive enough for recognising continuous emotions and action unit intensities?. IEEE Transactions on Affective Computing 15, 2, 535-548. DOI: 10.1109/TAFFC.2023.3280530 |
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 |
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 |
Manuel Milling, Shuo Liu, Andreas Triantafyllopoulos, Ilhan Aslan and Björn W. Schuller. 2024. Audio enhancement for computer audition — an iterative training paradigm using sample importance. Journal of Computer Science and Technology 39, 4, 895-911. DOI: 10.1007/s11390-024-2934-x |
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 |
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 |
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 |
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 |
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 |
Julius Aka, Johannes Brunnemann, Jörg Eiden, Arne Speerforck and Lars Mikelsons. in press. Balanced Neural ODEs: nonlinear model order reduction and Koopman operator approximations. preprint. DOI: 10.48550/arXiv.2410.10174 |
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 |
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 |
Michael Seufert, Marius Spangenberger, Fabian Poignée, Florian Wamser, Werner Robitza, Christian Timmerer and Tobias Hoßfeld. in press. COBIRAS: offering a continuous bit rate slide to maximize DASH streaming bandwidth utilization. ACM Transactions on Multimedia Computing, Communications, and Applications . DOI: 10.1145/3677379 |
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 |
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 |
Katharina Dietz, Mehrdad Hajizadeh, Nikolas Wehner, Stefan Geissler, Pedro Casas, Michael Seufert and Tobias Hoßfeld. in press. Certainly uncertain: demystifying ML uncertainty for active learning in network monitoring tasks. In 20th International Conference on Network and Service Management (CNSM), Prague, Czech Republic, 28-31 October 2024. |
Victoria E. Fincke, Mona Steinbügl, Hye-Jung E. Chun, Karolina Nemes, Marlena Mucha, Maurice Loßner, Felix Dorn, Katharina Gastberger, Sebastian Bühner, Martin Sill, Thomas Kröncke, Reiner Siebert, Patrick Melchior, Rhoikos Furtwängler, Matthias Schlesner, Christian Vokuhl, Christoph Röcken, Pascal D. Johann and Michael C. Frühwald. in press. Clinical and molecular risk factors in extracranial malignant rhabdoid tumors: toward an integrated model of high-risk tumors. Clinical Cancer Research OF1-OF14. DOI: 10.1158/1078-0432.ccr-23-3489 |
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 |
Nikolas Klug. 2024. Computing minimal solutions to the ring loading problem. Information Processing Letters 185, 106466. DOI: 10.1016/j.ipl.2023.106466 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
Edward R. Watkins, Fiona C. Warren, Alexandra Newbold, Claire Hulme, Timothy Cranston, Benjamin Aas, Holly Bear, Cristina Botella, Felix Burkhardt, Thomas Ehring, Mina Fazel, Johnny R. J. Fontaine, Mads Frost, Azucena Garcia-Palacios, Ellen Greimel, Christiane Hößle, Arpine Hovasapian, Veerle E. I. Huyghe, Kostas Karpouzis, Johanna Löchner, Guadalupe Molinari, Reinhard Pekrun, Belinda Platt, Tabea Rosenkranz, Klaus R. Scherer, Katja Schlegel, Björn W. Schuller, Gerd Schulte-Korne, Carlos Suso-Ribera, Varinka Voigt, Maria Voß and Rod S. Taylor. in press. Emotional competence self-help mobile phone app versus cognitive behavioural self-help app versus self-monitoring app to promote mental wellbeing in healthy young adults (ECoWeB PROMOTE): an international, multicentre, parallel, open-label, randomised controlled trial. The Lancet Digital Health . DOI: 10.1016/s2589-7500(24)00149-3 |
Annalena Aicher, Yuki Matsuda, Keichii Yasumoto, Wolfgang Minker, Elisabeth André and Stefan Ultes. 2024. Enhancing reflective and conversational user engagement in argumentative dialogues with virtual agents. Multimodal Technologies and Interaction 8, 8, 71. DOI: 10.3390/mti8080071 |
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 |
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 |
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 |
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 |
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 |
Patrizia Schalk, Adam Burke and Robert Lorenz. in press. Exploring complexity: an extended study of formal properties for process model complexity measures. preprint. DOI: 10.48550/arXiv.2408.09871 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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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Maximilian U. Friedrich, Anna-Julia Roenn, Chiara Palmisano, Jane Alty, Steffen Paschen, Guenther Deuschl, Chi Wang Ip, Jens Volkmann, Muthuraman Muthuraman, Robert Peach and Martin M. Reich. 2024. Validation and application of computer vision algorithms for video-based tremor analysis. npj Digital Medicine 7, 1, 165. DOI: 10.1038/s41746-024-01153-1 |
Jonathan F. Bauer, Maurice Gerczuk, Lena Schindler-Gmelch, Shahin Amiriparian, David Daniel Ebert, Jarek Krajewski, Björn Schuller and Matthias Berking. 2024. Validation of machine learning-based assessment of major depressive disorder from paralinguistic speech characteristics in routine care. Depression and Anxiety 2024, 9667377. DOI: 10.1155/2024/9667377 |
Florian B. Pokorny, Julian Linke, Nico Seddiki, Simon Lohrmann, Claus Gerstenberger, Katja Haspl, Marlies Feiner, Florian Eyben, Martin Hagmüller, Barbara Schuppler, Gernot Kubin and Markus Gugatschka. 2024. VocDoc, what happened to my voice? Towards automatically capturing vocal fatigue in the wild. Biomedical Signal Processing and Control 88, B, 105595. DOI: 10.1016/j.bspc.2023.105595 |
Robin Schön, Daniel Kienzle and Rainer Lienhart. in press. WSESeg: introducing a dataset for the segmentation of winter sports equipment with a baseline for interactive segmentation. In 21st International Conference on Content-based Multimedia Indexing, September 18-20, 2024, Reykjavik, Iceland. IEEE, Piscataway, NJ |
Katharina Dietz, Michael Seufert and Tobias Hoßfeld. 2024. Want more WANs? Comparison of traditional and GAN-based generation of Wide Area Network topologies via graph and performance metrics. IEEE Transactions on Network and Service Management 21, 1, 4-19. DOI: 10.1109/tnsm.2023.3298205 |
Johann Frei, Florian J. Auer, Steffen Netzband, Yevgeniia Ignatenko and Frank Kramer. 2024. Web-based prototype for graphical exploration of FHIR® questionnaire responses. AMIA Annual Symposium Proceedings 2023, 351-358. |
Marit M. Grimsrud, Michael Forster, Benjamin Goeppert, Georg Hemmrich-Stanisak, Irmi Sax, Krzysztof Grzyb, Peder R. Braadland, Alphonse Charbel, Carmen Metzger, Thomas Albrecht, Tim Alexander Steiert, Matthias Schlesner, Michael P. Manns, Arndt Vogel, Sheraz Yaqub, Tom H. Karlsen, Peter Schirmacher, Kirsten M. Boberg, Andre Franke, Stephanie Roessler and Trine Folseraas. 2024. Whole-exome sequencing reveals novel cancer genes and actionable targets in biliary tract cancers in primary sclerosing cholangitis. Hepatology Communications 8, 7, e0461. DOI: 10.1097/hc9.0000000000000461 |
Ruben Schlagowski, Silvan Mertes, Dariia Nazarenko, Alexander Dauber and Elisabeth André. 2024. XR composition in the wild: the impact of user environments on creativity, UX and flow during music production in augmented reality. In Luca Andrea Ludovico, Davide Andrea Mauro (Eds.). AM '24: proceedings of the 19th International Audio Mostly Conference: Explorations in Sonic Cultures, September 18-20, 2024, Milan, Italy. ACM, New York, NY, 152-161 DOI: 10.1145/3678299.3678314 |
Melitta B. Köpke, Stefan Schiele, Verena Schmid, R. Haidinger, B. Weilter, S. Seitz, E. Schumacher-Wulff, U.-S. Albert, T. Baumgartner, Christoph Aulmann, Hasan Alkomiet, Christian Dannecker, S. Corradini, J. Ettl, N. Harbeck, Ludwig Christian Hinske, M. Kiechle, Miriam Kunz, O. Koelbl, O. Ortmann, Anna Rubeck, Frank Kramer, Miriam Reicherts, A. Woeckel, P. Fasching, M. Beckmann and Nina Ditsch. 2024. Zufriedenheit bei Brustkrebserkrankten mit Erstgespräch bei Behandlung während der Corona-Pandemie – Subgrupenanalyse der WAVES-Studie [Abstract]. Geburtshilfe und Frauenheilkunde 84, 6, E35-E36. DOI: 10.1055/s-0044-1787395 |
Thejan Rajapakshe, Rajib Rana, Sara Khalifa, Berrak Sisman, Björn W. Schuller and Carlos Busso. 2024. emoDARTS: joint optimization of CNN and sequential neural network architectures for superior speech emotion recognition. IEEE Access 12, 110492-110503. DOI: 10.1109/access.2024.3439604 |
2023 |
M. Renner, M. Oleś, N. Paramasivam, A. Schneider, C. E. Heilig, C. Modugno, C. Herremans, A. Mock, D. Lipka, S. Bauer, T. Kindler, C. H. Brandts, U. Keilholz, M. Boerries, B. Kuster, D. Hübschmann, Matthias Schlesner, H. Glimm, R. F. Schlenk and S. Fröhling. 2023. 1936P Targeted therapy of desmoplastic small round cell tumor guided by multilayered molecular profiling [Abstract]. Annals of Oncology 34, Supplement 2, S1040. DOI: 10.1016/j.annonc.2023.09.1165 |
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Oliver Kunze, Johannes Schilp, Fabian Frommer, Fabio Oettl and Galiya Klinkova. 2023. 3D-Druck für Führungskräfte: Technik, Prozesse, Wirtschaftlichkeit und Umweltverträglichkeit der additiven Fertigung. Carl Hanser, München. DOI: 10.3139/9783446477285 |
Philipp Mascha. 2023. A comparison of model confidence metrics on visual manufacturing quality data. In Massimo Tistarelli, Shiv Ram Dubey, Satish Kumar Singh, Xiaoyi Jiang (Eds.). Computer Vision and Machine Intelligence: proceedings of CVMI 2022. Springer Nature, Singapore, 165-177 DOI: 10.1007/978-981-19-7867-8_14 |
Henning Cui, Markus Görlich-Bucher, Lukas Rosenbauer, Jörg Hähner and Daniel Gerber. 2023. A concept for optimizing motor control parameters using Bayesian optimization. In Giuseppina Gini, Henk Nijmeijer, Dimitar Filev (Eds.). Proceedings of the 20th International Conference on Informatics in Control, Automation and Robotics - ICINCO, November 13-15, 2023, in Rome, Italy, Volume 1. SciTePress, Setúbal, 107-114 DOI: 10.5220/0012093700003543 |
Markus Görlich-Bucher, Michael Heider, Tobias Ciemala and Jörg Hähner. 2023. A decision-theoretic approach for prioritizing maintenance activities in organic computing systems. Lecture Notes in Computer Science 13949, 37-47. DOI: 10.1007/978-3-031-42785-5_3 |
Helena Stegherr, Leopold Luley, Jonathan Wurth, Michael Heider and Jörg Hähner. 2023. A framework for modular construction and evaluation of metaheuristics. Reports / Technische Berichte der Fakultät für Angewandte Informatik der Universität Augsburg 2023-01. Institut für Informatik, Universität Augsburg, Augsburg. |
Annemarie Friedrich, Nianwen Xue and Alexis Palmer. in press. A kind introduction to lexical and grammatical aspect, with a survey of computational approaches. preprint. DOI: 10.48550/arXiv.2208.09012 |
Michael Heider, David Pätzel, Helena Stegherr and Jörg Hähner. 2023. A metaheuristic perspective on learning classifier systems. In Mansour Eddaly, Bassem Jarboui and Patrick Siarry (Ed.). Metaheuristics for machine learning: new advances and tools. Springer, Singapore (Computational Intelligence Methods and Applications (CIMA)), 73-98. DOI: 10.1007/978-981-19-3888-7_3 |
Miriam Elia and Bernhard Bauer. 2023. A methodology based on quality gates for certifiable AI in medicine: towards a reliable application of metrics in machine learning. In Hans-Georg Fill, Francisco José Domínguez Mayo, Marten van Sinderen, Leszek Maciaszek (Eds.). ICSOFT 2023: Proceedings of the 18th International Conference on Software Technologies, 10-12 July 2023, Rome, Italy. SciTePress, Setúbal, 486-493 DOI: 10.5220/0012121300003538 |
Mohamed Benouis, Yekta Said Can and Elisabeth André. 2023. A privacy-preserving multi-task learning framework for emotion and identity recognition from multimodal physiological signals. In 2023 11th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW), 10-13 September 2023, Cambridge, MA, USA. IEEE, Piscataway, NJ, 1-8 DOI: 10.1109/aciiw59127.2023.10388160 |
Martin Wirsing and Alexander Knapp. 2023. A reduction-based cut-free Gentzen calculus for dynamic epistemic logic. Logic Journal of the IGPL 31, 6, 1047-1068. DOI: 10.1093/jigpal/jzac078 |
Jiangjian Xie, Yujie Zhong, Junguo Zhang, Shuo Liu, Changqing Ding and Andreas Triantafyllopoulos. 2023. A review of automatic recognition technology for bird vocalizations in the deep learning era. Ecological Informatics 73, 101927. DOI: 10.1016/j.ecoinf.2022.101927 |
Harry Coppock, Alican Akman, Christian Bergler, Maurice Gerczuk, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Jing Han, Shahin Amiriparian, Alice Baird, Lukas Stappen, Sandra Ottl, Panagiotis Tzirakis, Anton Batliner, Cecilia Mascolo and Björn W. Schuller. 2023. A summary of the ComParE COVID-19 challenges. Frontiers in Digital Health 5, 1058163. DOI: 10.3389/fdgth.2023.1058163 |
Sophie Henning, William Beluch, Alexander Fraser and Annemarie Friedrich. in press. A survey of methods for addressing class imbalance in deep-learning based natural language processing. preprint. DOI: 10.48550/arXiv.2210.04675 |
Abderrahim Boukhalat, KamelEddine Heraguemi, Mohamed Benouis, Samir Akhrouf and Brahim Bouderah. 2023. A survey on using evolutionary approaches-based high-utility itemsets mining. In Habiba Drias, Farouk Yalaoui, Allel Hadjali (Eds.). Artificial Intelligence Doctoral Symposium: 5th Doctoral Symposium, AID 2022, Algiers, Algeria, September 18–19, 2022, revised selected papers. Springer, Singapore, 43-57 DOI: 10.1007/978-981-99-4484-2_4 |
Jiangjian Xie, Yujie Zhong, Junguo Zhang, Changchun Zhang and Björn W. Schuller. 2023. A weakly supervised spatial group attention network for fine-grained visual recognition. Applied Intelligence 53, 23301-23315. DOI: 10.1007/s10489-023-04627-z |
Yang Tan, Zhihua Wang, Kun Qian, Zhihao Bao, Zheyu Cao, Bin Hu, Yoshiharu Yamamoto and Björn W. Schuller. 2023. AMNet: introducing an adaptive Mel-spectrogram end-to-end neural network for heart sound classification. In Xinbo Gao, Jelena Mišić, Changqing Luo, Jinbo Xiong (Eds.). 2023 IEEE International Conference on E-health Networking, Application & Services (Healthcom), 15-17 December 2023, Chongqing, China. IEEE, Los Alamitos, CA, 90-94 DOI: 10.1109/healthcom56612.2023.10472362 |
Silvan Mertes, Marcel Strobl, Ruben Schlagowski and Elisabeth André. 2023. ASMRcade: interactive audio triggers for an autonomous sensory meridian response. In Elisabeth André, Mohamed Chetouani, Dominique Vaufreydaz, Gale Lucas, Tanja Schultz, Louis-Philippe Morency, Alessandro Vinciarelli (Eds.). ICMI '23: proceedings of the 25th International Conference on Multimodal Interaction, October 9-13, 2023, Paris, France. ACM, New York, NY, 70-78 DOI: 10.1145/3577190.3614155 |
2023. Abschlussbericht des Bayerischen Forschungsverbunds: gesunder Umgang mit digitalen Technologien und Medien (ForDigitHealth), Juni 2019 – Mai 2023. Universität Augsburg, Verbundbüro Bayerischer Forschungsverbünde, Geschäftsstelle ForDigitHealth, Augsburg. |
Sebastian Lutz, Florian Auer, Dennis Hartmann, Hryhorii Chereda, Tim Beißbarth and Frank Kramer. in press. Adaptation of Graph Convolutional Neural Networks and graph layer-wise relevance propagation to the Spektral library with application to gene expression data of colorectal cancer patients. preprint. DOI: 10.1101/2023.01.26.525010 |
Nurefşan Sertbaş Bülbül and Mathias Fischer. 2023. Adapting to the flow: reinforcement learning for dynamic priority assignment in TSN. In Michael Seufert, Andreas Blenk, Olaf Landsiedel (Eds.). 2nd Workshop on Machine Learning & Netwoking (MaLeNe), co-located with the 5th International Conference on Networked Systems (NetSys 2023), Potsdam, Berlin, September 4, 2023: proceedings. Universität Augsburg, Augsburg |
Benjamin Jin, Manuel Milling, Maria Pilar Plaza, Jens O. Brunner, Claudia Traidl-Hoffmann, Björn W. Schuller and Athanasios Damialis. 2023. Airborne pollen grain detection from partially labelled data utilising semi-supervised learning. Science of The Total Environment 891, 164295. DOI: 10.1016/j.scitotenv.2023.164295 |
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 |
Jauwairia Nasir, Mortadha Abderrahim, Barbara Bruno and Pierre Dillenbourg. 2023. An HMM-based real-time intervention methodology for a social robot supporting learning. In 2023 32nd IEEE International Conference on Robot and Human Interactive Communication (RO-MAN), 28-31 August 2023, Busan, Republic of Korea. IEEE, Los Alamitos, CA, 2204-2211 DOI: 10.1109/ro-man57019.2023.10309430 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
Julian Hanke, Matthias Stueben, Christian Eymüller, Maximilian Müller, Alexander Poeppel and Wolfgang Reif. 2023. CASP: Computer Aided Specimen Placement for robot-based component testing. In Giuseppina Gini, Henk Nijmeijer, Dimitar Filev (Eds.). Proceedings of the 20th International Conference on Informatics in Control, Automation and Robotics (ICINCO), November 13-15, 2023, in Rome, Italy: volume 1. SciTePress, Setúbal, 374-382 DOI: 10.5220/0012155000003543 |
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 |
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 |
Shuo Liu, Adria Mallol-Ragolta and Björn W. Schuller. 2023. COVID-19 detection from speech in noisy conditions. In Petros Maragos, Kostas Berberidis, Petros Boufounos, Aggelos Pikrakis, Thomas Feuillen (Eds.). ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 4-10 June 2023, Rhodes Island, Greece. IEEE, Piscataway, NJ, 1-5 DOI: 10.1109/icassp49357.2023.10094304 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
Simon Stieber, Leonard Heber, Christof Obertscheider and Wolfgang Reif. 2023. Control of composite manufacturing processes through deep reinforcement learning. In Mihai Boicu, Moamar Sayed-Mouchaweh, Arif Wani (Eds.). 2023 International Conference on Machine Learning and Applications (ICMLA), 15-17 December 2023, Jacksonville, FL, USA. IEEE, Piscataway, NJ, 17-22 DOI: 10.1109/icmla58977.2023.00011 |
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 |
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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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 [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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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 |
Georgiana Cristina Dobre. 2023. Social interactions in immersive virtual environments: people, agents, and avatars. Goldsmiths University of London, London. DOI: 10.25602/GOLD.00034326 |
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 |
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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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 |
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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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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
Pierre Aublin, Mouin Ben Ammar, Nina Achache, Melina Benahmed, Aymane El Hichami, Michel Barret, Jeremy Fix and Julien Oster. 2021. Cardiac abnormality detection based on an ensemble voting of single-lead classifier predictions. In 2021 Computing in Cardiology (CinC), 13-15 September 2021, Brno, Czech Republic. IEEE, Los Alamitos, CA, 1-4 DOI: 10.23919/cinc53138.2021.9662824 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
Ziping Zhao, Qifei Li, Zixing Zhang, Nicholas Cummins, Haishuai Wang, Jianhua Tao and Björn W. Schuller. 2021. Combining a parallel 2D CNN with a self-attention Dilated Residual Network for CTC-based discrete speech emotion recognition. Neural Networks 141, 52-60. DOI: 10.1016/j.neunet.2021.03.013 |
Oliver Doelle, Ileskhan Kalysh, Arvid Amthor and Christoph Ament. 2021. Comparison of intraday probabilistic forecasting of solar power using time series models. In Miadreza Shafie-khah, Ozan Erdinc, João P. S. Catalão, Tarek AlSkaif, Soumyabrata Dev (Eds.). 2021 International Conference on Smart Energy Systems and Technologies (SEST), 6-8 September 2021, Vaasa, Finland. IEEE, Piscataway, NJ, 1-6 DOI: 10.1109/sest50973.2021.9543286 |
Manuel Manfred Nietert, Liza Vinhoven, Florian Auer, Sylvia Hafkemeyer and Frauke Stanke. 2021. Comprehensive analysis of chemical structures that have been tested as CFTR activating substances in a publicly available database CandActCFTR. Frontiers in Pharmacology 12, 689205. DOI: 10.3389/fphar.2021.689205 |
Kun Qian, Maximilian Schmitt, Huaiyuan Zheng, Tomoya Koike, Jing Han, Juan Liu, Wei Ji, Junjun Duan, Meishu Song, Zijiang Yang, Zhao Ren, Shuo Liu, Zixing Zhang, Yoshiharu Yamamoto and Björn W. Schuller. 2021. Computer audition for fighting the SARS-CoV-2 corona crisis: introducing the multitask speech corpus for COVID-19. IEEE Internet of Things Journal 8, 21, 16035-16046. DOI: 10.1109/jiot.2021.3067605 |
Ludwig Vogt, Tobias Ciemala, Jonas Freitag and Johannes Schilp. 2021. Computing convex grasping positions for parallel jaw grippers with an integrated boundary layer mesher. In Davide Brugali, Jean-Claude Latombe, Phillip Sheu, Rouh-Mei Hu (Eds.). Fifth International Conference on Robotic Computing (IRC 2021), Taichung, Taiwan, 15-17 November 2021. IEEE Computer Society, Washington, DC, 77-81 DOI: 10.1109/irc52146.2021.00018 |
Ludwig Vogt, Yannick Zimmermann and Johannes Schilp. 2021. Computing gripping points in 2D parallel surfaces via polygon clipping. In T. Schüppstuhl (Ed.). Annals of Scientific Society for Assembly, Handling and Industrial Robotics 2021. Springer, Berlin, 101-112. DOI: 10.1007/978-3-030-74032-0_9 |
Tom Giraud, Brian Ravenet, Jacqueline Nadel, Chi Tai Dang, Elise Prigent, Gael Poli, Elisabeth André and Jean-Claude Martin. 2021. Conception d'interactions virtuelles et tangibles pour apprendre la collaboration motrice à des enfants avec Trouble du Spectre de l'Autisme: Design of virtual and tangible interaction to learn motor collaboration to children with ASD. In IHM '21 - 32e Conférence Francophone sur l'Interaction Homme-Machine, virtual event, France, April 13 - 16, 2021. ACM, New York, NY, USA, 16. DOI: 10.1145/3450522.3451335 |
Mario Krenn, Jakob S. Kottmann, Nora Tischler and Alán Aspuru-Guzik. 2021. Conceptual understanding through efficient automated design of quantum optical experiments. Physical Review X 11, 3, 031044. DOI: 10.1103/physrevx.11.031044 |
Matthias Stueben, Alwin Hoffmann and Wolfgang Reif. 2021. Constraint-based whole-body-control of mobile manipulators in human-centered environments. In Moris Behnam, Lucia Lo Bello, Thomas Nolte, Marco Porta (Eds.). 2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 7-10 September 2021, Vasteras, Sweden. IEEE, Piscataway, NJ, 1-8 DOI: 10.1109/etfa45728.2021.9613281 |
Silvan Mertes, Florian Lingenfelser, Thomas Kiderle, Michael Dietz, Lama Diab and Elisabeth André. 2021. Continuous emotions: exploring label interpolation in conditional generative adversarial networks for face generation. In Ana Fred, Carlo Sansone and Kurosh Madani (Ed.). Proceedings of the 2nd International Conference on Deep Learning Theory and Applications, July 7-9, 2021. SciTePress, Setúbal, 132-139. DOI: 10.5220/0010549401320139 |
Stefan Grünewald, Prisca Piccirilli and Annemarie Friedrich. 2021. Coordinate constructions in English enhanced universal dependencies: analysis and computational modeling. In Paola Merlo, Jorg Tiedemann, Reut Tsarfaty (Eds.). Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: main volume, April 19-23, 2021, online. Association for Computational Linguistics, Stroudsburg, PA, 795-809 DOI: 10.18653/v1/2021.eacl-main.67 |
Adria Mallol-Ragolta, Helena Cuesta, Emilia Gomez and Björn W. Schuller. 2021. Cough-based COVID-19 detection with contextual attention convolutional neural networks and gender information. In Hynek Heřmanský, Honza Černocký, Lukáš Burget, Lori Lamel, Odette Scharenborg and Petr Motlicek (Ed.). 22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021, Brno, Czechia, 30 August - 3 September 2021. International Speech Communication Association, Baixas, 4236-4240. |
Tianhao Yan, Hao Meng, Emilia Parada-Cabaleiro, Shuo Liu, Meishu Song and Björn W. Schuller. 2021. Coughing-based recognition of Covid-19 with spatial attentive ConvLSTM recurrent neural networks. In Hynek Heřmanský, Honza Černocký, Lukáš Burget, Lori Lamel, Odette Scharenborg and Petr Motlicek (Ed.). Interspeech 2021, Brno, Czechia, 30 August - 3 September 2021. International Speech Communication Association (ISCA), Baixas, 4154-4158. DOI: 10.21437/interspeech.2021-630 |
Huyen T. T. Tran, Nam Pham Ngoc, Tobias Hoßfeld, Michael Seufert and Truong Cong Thang. 2021. Cumulative quality modeling for HTTP adaptive streaming. ACM Transactions on Multimedia Computing, Communications, and Applications 17, 1, 22. DOI: 10.1145/3423421 |
M. Gruber, S. Eichstädt, Wenzel Baron Pilar von Pilchau, Jörg Hähner, V. Gowtham, A. Willner, N. Koutrakis, J. Polte and M. Riedl. 2021. D2.2 Uncertainty-aware sensor fusion in sensor networks. In Gerald Gerlach and Klaus-Dieter Sommer (Ed.). SMSI 2021 - Measurement Science. AMA Service, Wunstorf, 246-247. DOI: 10.5162/smsi2021/d2.2 |
Jing Han, Zixing Zhang, Cecilia Mascolo, Elisabeth André, Jianhua Tao, Ziping Zhao and Björn W. Schuller. 2021. Deep learning for mobile mental health: challenges and recent advances. IEEE Signal Processing Magazine 38, 6, 96-105. DOI: 10.1109/msp.2021.3099293 |
Vincent Karas and Björn W. Schuller. 2021. Deep learning for sentiment analysis: an overview and perspectives. In Fatih Pinarbasi and M. Nurdan Taskiran (Ed.). Natural language processing for global and local business. IGI Global, Hershey, PA, 97-132. DOI: 10.4018/978-1-7998-4240-8.ch005 |
Zhengxin Joseph Ye and Björn W. Schuller. 2021. Deep learning post-earnings-announcement drift. In Tianzi Jiang, Xin Yao, Long Cheng and Yue Cui (Ed.). International Joint Conference on Neural Networks (IJCNN 2021), Shenzhen, China, 18-22 July 2021. IEEE, Piscataway, NJ, 1-7. DOI: 10.1109/ijcnn52387.2021.9534436 |
Andreas Triantafyllopoulos, Shuo Liu and Björn W. Schuller. 2021. Deep speaker conditioning for speech emotion recognition. In IEEE International Conference on Multimedia and Expo (ICME 2021), Shenzhen, China, 5-9 July 2021. IEEE, New York, NY, 1-6. DOI: 10.1109/icme51207.2021.9428217 |
Fabio Hellmann, Zhao Ren, Elisabeth André and Björn W. Schuller. 2021. Deformable dilated faster R-CNN for universal lesion detection in CT images. In Riccardo Barbieri (Ed.). 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2021), 1-5 November 2021, Mexico. IEEE, New York, NY, 2896-2902 DOI: 10.1109/embc46164.2021.9631021 |
Anika Seufert, Svenja Schröder and Michael Seufert. 2021. Delivering user experience over networks: towards a quality of experience centered design cycle for improved design of networked applications. SN Computer Science 2, 6, 463. DOI: 10.1007/s42979-021-00851-x |
Katharina Weitz, Ruben Schlagowski and Elisabeth André. 2021. Demystifying artificial intelligence for end-users: findings from a participatory machine learning show. Lecture Notes in Computer Science 12873, 257-270. DOI: 10.1007/978-3-030-87626-5_19 |
David Antonio Gómez Jáuregui, Tom Giraud, Brice Isableu and Jean‐Claude Martin. 2021. Design and evaluation of postural interactions between users and a listening virtual agent during a simulated job interview. Computer Animation and Virtual Worlds 32, 6, e2029. DOI: 10.1002/cav.2029 |
Michael Olbrich, Arwed Schütz, Tamara Bechtold and Christoph Ament. 2021. Design and optimal control of a multistable, cooperative microactuator. Actuators 10, 8, 183. DOI: 10.3390/act10080183 |
Helena Stegherr, Michael Heider, Leopold Luley and Jörg Hähner. 2021. Design of large-scale metaheuristic component studies. In Francisco Chicano and Krzysztof Krawiec (Ed.). Proceedings of the Genetic and Evolutionary Computation Conference Companion, Lille, France, July 10 - 14, 2021. ACM, New York, NY, 1217-1226. DOI: 10.1145/3449726.3463168 |
Mina A. Nessiem, Mostafa M. Mohamed, Harry Coppock, Alexander Gaskell and Björn W. Schuller. 2021. Detecting COVID-19 from breathing and coughing sounds using deep neural networks. In José Luís Oliveira, Agma Traina, Paolo Soda, Joel Arrais, Bridget Kane (Eds.). 34th International Symposium on Computer-Based Medical Systems (CBMS 2021), Aveiro, Portugal, 7-9 June 2021. IEEE, New York, NY, 183-188 DOI: 10.1109/cbms52027.2021.00069 |
Fabian Herzer, Franswa Abraham, Christoph Tammer, Georg Schlick, Christian Seidel and Johannes Schilp. 2021. Detection of defects in solidified layers within laser-based powder bed fusion using active thermography. Procedia CIRP 104, 518-523. DOI: 10.1016/j.procir.2021.11.087 |
Annemarie Friedrich and Subhash Chandra Pujari. 2021. Device and method for determining a knowledge graph [Patent]. |
Annemarie Friedrich, Heike Adel-Vu and Johannes Christoph Hingerl. 2021. Device and method for determining at least one part of a knowledge graph [Patent]. |
Stefan Grünewald and Annemarie Friedrich. 2021. Device and method for filling a knowledge graph, training method therefor [Patent]. |
Michael Strecke and Jörg Stückler. 2021. DiffSDFSim: differentiable rigid-body dynamics with implicit shapes. In Adrian Hilton, Lourdes Agapito, Jean-Yves Guillemaut, Armin Mustafa (Eds.). 2021 International Conference on 3D Vision (3DV), 1-3 December 2021, London, United Kingdom. IEEE, New York, NY, 96-105 DOI: 10.1109/3dv53792.2021.00020 |
Atrayee Majumder, Rogers Mathew and Deepak Rajendraprasad. 2021. Dimension of CPT posets. Order 38, 1, 13-19. DOI: 10.1007/s11083-020-09524-5 |
Georgiana Cristina Dobre, Marco Gillies, Patrick Falk, Jamie A. Ward, Antonia F. de C. Hamilton and Xueni Pan. 2021. Direct gaze triggers higher frequency of gaze change: an automatic analysis of dyads in unstructured conversation. In Zakia Hammal, Carlos Busso, Catherine Pelachaud, Sharon Oviatt, Albert Ali Salah, Guoying Zhao (Eds.). ICMI '21: proceedings of the 2021 International Conference on Multimodal Interaction, Montréal, QC, Canada, October 18-22, 2021. ACM, New York, NY, 735-739 DOI: 10.1145/3462244.3479962 |
Jakob S. Kottmann, Philipp Schleich, Teresa Tamayo-Mendoza and Alan Aspuru-Guzik. 2021. Directly determined pair-natural orbitals and their implications on quantum algorithms for chemistry. Bulletin of the American Physical Society 66, 1, X25.00001. |
Joseph Hirsch, Martin Neumayer, Hella Ponsar, Oliver Kosak and Wolfgang Reif. 2021. Distributed constraint optimization for task allocation in self-adaptive manufacturing systems. In Esam El-Araby, Vana Kalogeraki, Danilo Pianini, Frédéric Lassabe, Barry Porter, Sona Ghahremani, Ingrid Nunes, Mohamed Bakhouya and Sven Tomforde (Ed.). 2021 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion (ACSOS-C), 27 September - 1 October 2021, DC, USA. IEEE, Piscataway, NJ, 62-67. DOI: 10.1109/acsos-c52956.2021.00034 |
Pascal Bercher, Gregor Behnke, Matthias Kraus, Marvin Schiller, Dietrich Manstetten, Michael Dambier, Michael Dorna, Wolfgang Minker, Birte Glimm and Susanne Biundo. 2021. Do it yourself, but not alone: Companion-Technology for home improvement — bringing a planning-based interactive DIY assistant to life. KI - Künstliche Intelligenz 35, 3-4, 367-375. DOI: 10.1007/s13218-021-00721-x |
Björn Petrak, Gundula Sopper, Katharina Weitz and Elisabeth André. 2021. Do you mind if I pass through? Studying the appropriate robot behavior when traversing two conversing people in a hallway setting. In 2021 30th IEEE International Conference on Robot & Human Interactive Communication (RO-MAN), 8-12 August 2021, Vancouver, BC, Canada. IEEE, Piscataway, NJ, 369-375. DOI: 10.1109/ro-man50785.2021.9515430 |
Peter Gentzel, Jeffrey Wimmer and Ruben Schlagowski. 2021. Doing Google Maps: everyday use and the image of space in a surveillance capitalism centrepiece. Digital Culture & Society 7, 2, 159-184. DOI: 10.14361/dcs-2021-070208 |
Tobias Huber, Silvan Mertes, Stanislava Rangelova, Simon Flutura and Elisabeth André. 2021. Dynamic difficulty adjustment in virtual reality exergames through experience-driven procedural content generation. In Keeley Crockett, Sanaz Mostaghim, Dipti Srinivasan and Anna Wilbik (Ed.). 2021 IEEE Symposium Series on Computational Intelligence (SSCI), 5-7 December 2021, Orlando, FL, USA. IEEE, Piscataway, NJ, 1-8. DOI: 10.1109/ssci50451.2021.9660086 |
Mohamed Benouis, Lotfi Mostefai, Nicholas Costen and Meryem Regouid. 2021. ECG based biometric identification using one-dimensional local difference pattern. Biomedical Signal Processing and Control 64, 102226. DOI: 10.1016/j.bspc.2020.102226 |
Vladimir Litvak, Esther Florin, Gertrúd Tamás, Sergiu Groppa and Muthuraman Muthuraman. 2021. EEG and MEG primers for tracking DBS network effects. NeuroImage 224, 117447. DOI: 10.1016/j.neuroimage.2020.117447 |
Adria Mallol-Ragolta, Helena Cuesta, Emilia Gomez and Björn W. Schuller. in press. EIHW-MTG DiCOVA 2021 challenge system report. preprint. |
Adria Mallol-Ragolta, Helena Cuesta, Emilia Gómez and Björn Schuller. in press. EIHW-MTG: second DiCOVA challenge system report. preprint. |
Niklas Rach, Klaus Weber, Yuchi Yang, Stefan Ultes, Elisabeth André and Wolfgang Minker. 2021. EVA 2.0: emotional and rational multimodal argumentation between virtual agents. it - Information Technology 63, 1, 17-30. DOI: 10.1515/itit-2020-0050 |
Arlou Kristina Angeles, Petros Christopoulos, Zhao Yuan, Simone Bauer, Florian Janke, Simon John Ogrodnik, Martin Reck, Matthias Schlesner, Michael Meister, Marc A. Schneider, Steffen Dietz, Albrecht Stenzinger, Michael Thomas and Holger Sültmann. 2021. Early identification of disease progression in ALK-rearranged lung cancer using circulating tumor DNA analysis. npj Precision Oncology 5, 1, 100. DOI: 10.1038/s41698-021-00239-3 |
Novi Quadrianto, Björn Schuller and Finnian Rachel Lattimore. 2021. Editorial: Ethical Machine Learning and Artificial Intelligence. Frontiers in Big Data 4, 742589. DOI: 10.3389/fdata.2021.742589 |
Wilhelm Friedemann, Tobias Friedrich, Hans Gawendowicz, Pascal Lenzner, Anna Melnichenko, Jannik Peters, Daniel Stephan and Michael Vaichenker. 2021. Efficiency and stability in Euclidean network design. In Kunal Agrawal, Yossi Azar (Eds.). SPAA '21: proceedings of the 33rd ACM Symposium on Parallelism in Algorithms and Architectures, virtual event, USA, July 6-8, 2021. ACM, New York, NY, 232-242 DOI: 10.1145/3409964.3461807 |
Lukas Stappen, Lea Schumann, Anton Batliner and Bjorn W. Schuller. 2021. Embracing and exploiting annotator emotional subjectivity: an affective rater ensemble model. In 2021 9th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW), 28 September 2021 - 01 October 2021, Nara, Japan. Institute of Electrical and Electronics Engineers (IEEE), Piscataway, NJ, 1-8 DOI: 10.1109/aciiw52867.2021.9666407 |
Jing Han, Zixing Zhang, Zhao Ren and Björn Schuller. 2021. EmoBed: strengthening monomodal emotion recognition via training with crossmodal emotion embeddings. IEEE Transactions on Affective Computing 12, 3, 553-564. DOI: 10.1109/taffc.2019.2928297 |
Alice Baird, Shahin Amiriparian, Manuel Milling and Björn W. Schuller. 2021. Emotion recognition in public speaking scenarios utilising an LSTM-RNN approach with attention. In Zhijian Ou, Lei Xie and Hsin-Min Wang (Ed.). Spoken Language Technology Workshop (IEEE SLT 2021), Shenzhen, China, 19-22 January 2021. IEEE, New York, NY, 397-402. DOI: 10.1109/slt48900.2021.9383542 |
Harry Coppock, Alex Gaskell, Panagiotis Tzirakis, Alice Baird, Lyn Jones and Björn Schuller. 2021. End-to-end convolutional neural network enables COVID-19 detection from breath and cough audio: a pilot study. BMJ Innovations 7, 2, 356-362. DOI: 10.1136/bmjinnov-2021-000668 |
Deniz Ekiz, Yekta Said Can, Yagmur Ceren Dardagan, Furkan Aydar, Rukiye Dilruba Kose and Cem Ersoy. 2021. End-to-end deep multi-modal physiological authentication with smartbands. IEEE Sensors Journal 21, 13, 14977-14986. DOI: 10.1109/jsen.2021.3073888 |
Panagiotis Tzirakis, Jiaxin Chen, Stefanos Zafeiriou and Björn Schuller. 2021. End-to-end multimodal affect recognition in real-world environments. Information Fusion 68, 46-53. DOI: 10.1016/j.inffus.2020.10.011 |
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Louis-Philippe Morency, Sakriani Sakti, Björn W. Schuller and Stefan Ultes. 2021. Multimodal machine learning for social interaction with ageing individuals. In Juliana Miehle, Wolfgang Minker, Elisabeth André and Koichiro Yoshino (Ed.). Multimodal agents for ageing and multicultural societies: communications of NII Shonan meetings. Springer, Singapore, 61-70. DOI: 10.1007/978-981-16-3476-5_3 |
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Zi-Jian Zhang, Thi Ha Kyaw, Jakob S. Kottmann, Matthias Degroote and Alán Aspuru-Guzik. 2021. Mutual information-assisted adaptive variational quantum eigensolver. Quantum Science and Technology 6, 3, 035001. DOI: 10.1088/2058-9565/abdca4 |
Shuo Liu, Gil Keren, Emilia Parada-Cabaleiro and Björn Schuller. 2021. N-HANS: a neural network-based toolkit for in-the-wild audio enhancement. Multimedia Tools and Applications 80, 28365-28389. DOI: 10.1007/s11042-021-11080-y |
Elizaveta Sineva, Stefan Grünewald, Annemarie Friedrich and Jonas Kuhn. 2021. Negation-instance based evaluation of end-to-end negation resolution. In Arianna Bisazza, Omri Abend (Eds.). Proceedings of the 25th Conference on Computational Natural Language Learning, November 10–11, 2021, online. Association for Computational Linguistics, Stroudsburg, PA, 528-543 DOI: 10.18653/v1/2021.conll-1.41 |
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Björn Schuller, Alice Baird, Alexander Gebhard, Shahin Amiriparian, Gil Keren, Maximilian Schmitt and Nicholas Cummins. 2021. New avenues in audio intelligence: towards holistic real-life audio understanding. Trends in Hearing 25, 1-14. DOI: 10.1177/23312165211046135 |
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Manuel Bange, Sergiu Groppa and Muthuraman Muthuraman. 2021. Nonlinear irregularities in Parkinson's disease tremor and essential tremor. Clinical Neurophysiology 132, 9, 2255-2256. DOI: 10.1016/j.clinph.2021.06.002 |
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Bernhard Möller, Peter O’Hearn and Tony Hoare. 2021. On algebra of program correctness and incorrectness. Lecture Notes in Computer Science 13027, 325-343. DOI: 10.1007/978-3-030-88701-8_20 |
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Silvan Mertes, Thomas Kiderle, Ruben Schlagowski, Florian Lingenfelser and Elisabeth André. 2021. On the potential of modular voice conversion for virtual agents. In 2021 9th International Conference on Affective Computing and Intelligent Interaction, Workshops and Demos (ACIIW), 28 September – 1 October, 2021, Virtual Event, Nara, Japan. IEEE, Piscataway, NJ, 1-7 DOI: 10.1109/ACIIW52867.2021.9666349 |
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Patrick Ring, Julian Keil, Muthuraman Muthuraman, Stephan Wolff, Til Ole Bergmann, Catharina Probst, Levent Neyse, Ulrich Schmidt, Thilo van Eimeren and Christian Kaernbach. 2021. Oscillatory brain activity associated with skin conductance responses in the context of risk. Journal of Neurophysiology 126, 3, 924-933. DOI: 10.1152/jn.00014.2021 |
Jörg Mische, Martin Frieb, Alexander Stegmeier and Theo Ungerer. 2021. PIMP my many-core: pipeline-integrated message passing. International Journal of Parallel Programming 49, 487-505. DOI: 10.1007/s10766-020-00685-9 |
Arwed Schütz, Michael Olbrich, Siyang Hu, Christoph Ament and Tamara Bechtold. 2021. Parametric system-level models for position-control of novel electromagnetic free flight microactuator. Microelectronics Reliability 119, 114062. DOI: 10.1016/j.microrel.2021.114062 |
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Matthias Hirth, Michael Seufert, Stanislav Lange, Markus Meixner and Phuoc Tran-Gia. 2021. Performance evaluation of hybrid crowdsensing and fixed sensor systems for event detection in urban environments. Sensors 21, 17, 5880. DOI: 10.3390/s21175880 |
Simon Stieber, Niklas Schroter, Ewald Fauster, Alexander Schiendorfer and Wolfgang Reif. 2021. PermeabilityNets: comparing neural network architectures on a sequence-to-instance task in CFRP manufacturing. In M. Arif Wani, Ishwar Sethi, Weisong Shi, Guangzhi Qu, Daniela Stan Raicu, Ruoming Jin (Eds.). 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA), Pasadena, CA, USA, 13-16 December 2021. IEEE, Piscataway, NJ, 694-697 DOI: 10.1109/icmla52953.2021.00116 |
Ognjen Rudovic, Nicolas Tobis, Sebastian Kaltwang, Björn Schuller, Daniel Rueckert, Jeffrey F. Cohn and Rosalind W. Picard. in press. Personalized federated deep learning for pain estimation from face images. preprint. |
Ali Girayhan Özbay, Arash Hamzehloo, Sylvain Laizet, Panagiotis Tzirakis, Georgios Rizos and Björn Schuller. 2021. Poisson CNN: convolutional neural networks for the solution of the Poisson equation on a Cartesian mesh. Data-Centric Engineering 2, e6. DOI: 10.1017/dce.2021.7 |
Bob R. Schadenberg, Dennis Reidsma, Vanessa Evers, Daniel P. Davison, Jamy J. Li, Dirk K. J. Heylen, Carlos Neves, Paulo Alvito, Jie Shen, Maja Pantić, Björn Schuller, Nicholas Cummins, Vlad Olaru, Cristian Sminchisescu, Snežana Babović Dimitrijević, Sunčica Petrović, Aurélie Baranger, Alria Williams, Alyssa M. Alcorn and Elizabeth Pellicano. 2021. Predictable robots for autistic children: variance in robot behaviour, idiosyncrasies in autistic children's characteristics, and child–robot engagement. ACM Transactions on Computer-Human Interaction 28, 5, 36. DOI: 10.1145/3468849 |
Meishu Song, Kun Qian, Bin Chen, Keiju Okabayashi, Emilia Parada-Cabaleiro, Zijiang Yang, Shuo Liu, Kazumasa Togami, Ichiro Hidaka, Yueheng Wang, Björn Schuller and Yoshiharu Yamamoto. 2021. Predicting group work performance from physical handwriting features in a smart English classroom. In Ce Zhu, Tao Zhang and Haiquan Zhao (Ed.). ICDSP 2021: 5th International Conference on Digital Signal Processing 2021, Chengdu, China, February 26 - 28, 2021. ACM, New York, NY, 140-145. DOI: 10.1145/3458380.3458404 |
Liang Zhang, Kun Qian, Björn W. Schuller and Yasushi Shibuta. 2021. Prediction on mechanical properties of non-equiatomic high-entropy alloy by atomistic simulation and machine learning. Metals 11, 6, 922. DOI: 10.3390/met11060922 |
Michael E. J. Buhl, Jan P. Meier-Kolthoff and Matthias Marschal. 2021. Prevotella illustrans sp. nov., derived from human oropharyngeal abscess puncture fluid. International Journal of Systematic and Evolutionary Microbiology 71, 12. DOI: 10.1099/ijsem.0.005146 |
Yekta Said Can and Cem Ersoy. 2021. Privacy-preserving federated deep learning for wearable IoT-based biomedical monitoring. ACM Transactions on Internet Technology 21, 1, 21. DOI: 10.1145/3428152 |
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Elisabeth André, Willhelm Bauer, Martin Braun, Chi-Tai Dang, Matthias Peissner and Katharina Weitz. 2021. Projektbericht: KI-Kompetenzentwicklung bei Sach- und Produktionsarbeit. Lernende Systeme – Die Plattform für Künstliche Intelligenz, München. DOI: 10.48669/pls_2021-4 |
M. Storck, S. Sandmann, P. Bruland, M. P. Pereira, S. Steinke, C. Riepe, Iñaki Soto‐Rey, S. Garcovich, M. Augustin, C. Blome, S. Bobko, F. J. Legat, N. Potekaev, A. Lvov, L. Misery, W. Weger, A. Reich, E. Şavk, M. Streit, E. Serra‐Baldrich, J. C. Szepietowski, M. Dugas, S. Ständer and C. Zeidler. 2021. Pruritus intensity scales across Europe: a prospective validation study. Journal of the European Academy of Dermatology and Venereology 35, 5, 1176-1185. DOI: 10.1111/jdv.17111 |
Muhammad Aslam, Nirosiya Kandasamy, Anwar Ullah, Nagarajan Paramasivam, Mehmet Ali Öztürk, Saima Naureen, Abida Arshad, Mazhar Badshah, Kafaitullah Khan, Muhammad Wajid, Rashda Abbasi, Muhammad Ilyas, Roland Eils, Matthias Schlesner, Rebecca C. Wade, Nafees Ahmad and Jakob von Engelhardt. 2021. Putative second hit rare genetic variants in families with seemingly GBA-associated Parkinson's disease. npj Genomic Medicine 6, 1, 2. DOI: 10.1038/s41525-020-00163-8 |
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Phillip W. K. Jensen, Lasse Bjørn Kristensen, Jakob S. Kottmann and Alán Aspuru-Guzik. 2021. Quantum computation of eigenvalues within target intervals. Quantum Science and Technology 6, 1, 015004. DOI: 10.1088/2058-9565/abc096 |
Jakob S. Kottmann, Mario Krenn, Thi Ha Kyaw, Sumner Alperin-Lea and Alán Aspuru-Guzik. 2021. Quantum computer-aided design of quantum optics hardware. Quantum Science and Technology 6, 3, 035010. DOI: 10.1088/2058-9565/abfc94 |
Constantin Wanninger, Sebastian Rossi, Martin Schörner, Alwin Hoffmann, Alexander Poeppel, Christian Eymüller and Wolfgang Reif. 2021. ROSSi a graphical programming interface for ROS 2. In 2021 21st International Conference on Control, Automation and Systems (ICCAS), 12-15 October 2021, Jeju, Republic of Korea. IEEE, Piscataway, NJ, 255-262 DOI: 10.23919/ICCAS52745.2021.9649736 |
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Kun Qian, Björn W. Schuller and Yoshiharu Yamamoto. 2021. Recent advances in computer audition for diagnosing COVID-19: an overview. In 3rd Global Conference on Life Sciences and Technologies (IEEE LifeTech 2021), Nara, Japan, 9-11 March 2021. IEEE, New York, NY, 181-182. DOI: 10.1109/lifetech52111.2021.9391791 |
Peter Schumann, Franziska Kalensee, Jialan Cao, Alexis Criscuolo, Dominique Clermont, Johann Michael Köhler, Jan P. Meier-Kolthoff, Meina Neumann-Schaal, Brian J. Tindall and Rüdiger Pukall. 2021. Reclassification of Haloactinobacterium glacieicola as Occultella glacieicola gen. nov., comb. nov., of Haloactinobacterium album as Ruania alba comb. nov, with an emended description of the genus Ruania, recognition that the genus names Haloactinobacterium and Ruania are heterotypic synonyms and description of Occultella aeris sp. nov., a halotolerant isolate from surface soil sampled at an ancient copper smelter. International Journal of Systematic and Evolutionary Microbiology 71, 4. DOI: 10.1099/ijsem.0.004769 |
Vincent Karas and Björn W. Schuller. 2021. Recognising Covid-19 from coughing using ensembles of SVMs and LSTMs with handcrafted and deep audio features. In Hynek Heřmanský, Honza Černocký, Lukáš Burget, Lori Lamel, Odette Scharenborg and Petr Motlicek (Ed.). Interspeech 2021, Brno, Czechia, 30 August - 3 September 2021. International Speech Communication Association (ISCA), Baixas, 911-915. DOI: 10.21437/interspeech.2021-1267 |
Jakob S. Kottmann, Philipp Schleich, Teresa Tamayo-Mendoza and Alán Aspuru-Guzik. 2021. Reducing qubit requirements while maintaining numerical precision for the variational quantum eigensolver: a basis-set-free approach. The Journal of Physical Chemistry Letters 12, 1, 663-673. DOI: 10.1021/acs.jpclett.0c03410 |
Judith Dineley, Grace Lavelle, Daniel Leightley, Faith Matcham, Sara Siddi, Maria Teresa Peñarrubia-María, Katie M. White, Alina Ivan, Carolin Oetzmann, Sara Simblett, Erin Dawe-Lane, Stuart Bruce, Daniel Stahl, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Amos A. Folarin, Josep Maria Haro, Til Wykes, Richard J. B. Dobson, Vaibhav A. Narayan, Matthew Hotopf, Björn W. Schuller and Nicholas Cummins. 2021. Remote smartphone-based speech collection: acceptance and barriers in individuals with major depressive disorder. In Hynek Heřmanský, Honza Černocký, Lukáš Burget, Lori Lamel, Odette Scharenborg and Petr Motlicek (Ed.). Interspeech 2021, Brno, Czechia, 30 August - 3 September 2021. ISCA, Baixas, 631-635. DOI: 10.21437/Interspeech.2021-1240 |
Benjamin Sertolli, Zhao Ren, Björn Schuller and Nicholas Cummins. 2021. Representation transfer learning from deep end-to-end speech recognition networks for the classification of health states from speech. Computer Speech & Language 68, 101204. DOI: 10.1016/j.csl.2021.101204 |
Martin Neumayer. 2021. Research challenges in adaptive production systems. In Sven Tomforde and Christian Krupitzer (Ed.). Organic Computing: Doctoral Dissertation Colloquium 2020. kassel university press, Kassel (Intelligent Embedded Systems ; 18), 33-46. DOI: 10.17170/kobra-202103173535 |
Stefan Grünewald, Frederik Tobias Oertel and Annemarie Friedrich. 2021. RobertNLP at the IWPT 2021 shared task: simple enhanced UD parsing for 17 languages. In Stephan Oepen, Kenji Sagae, Reut Tsarfaty, Gosse Bouma, Djamé Seddah, Daniel Zeman (Eds.). Proceedings of the 17th International Conference on Parsing Technologies and the IWPT 2021 Shared Task on Parsing into Enhanced Universal Dependencies (IWPT 2021), August 6, 2021, Bangkok, Thailand (online). Association for Computational Linguistics, Stroudsburg, PA, 196-203 DOI: 10.18653/v1/2021.iwpt-1.21 |
Katrin D. Bartl-Pokorny, Malgorzata Pykala, Pinar Uluer, Duygun Erol Barkana, Alice Baird, Hatice Kose, Tatjana Zorcec, Ben Robins, Björn W. Schuller and Agnieszka Landowska. 2021. Robot-based intervention for children with autism spectrum disorder: a systematic literature review. IEEE Access 9, 165433-165450. DOI: 10.1109/access.2021.3132785 |
Dominik Müller, Iñaki Soto-Rey and Frank Kramer. 2021. Robust chest CT image segmentation of COVID-19 lung infection based on limited data. Informatics in Medicine Unlocked 25, 100681. DOI: 10.1016/j.imu.2021.100681 |
Charles Ringer, Cristiana Pacheco, Georgiana Cristina Dobre and Diego Perez-Liebana. 2021. Rolling horizon co-evolution in two-player general video game playing. In AISB Convention 2021: Communication and Conversations, 7-9 April 2021, online. Society for the Study of Artificial Intelligence and Simulation of Behaviour, Bath, 18-23 |
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Daniel Bermuth, Alexander Poeppel and Wolfgang Reif. 2021. Scribosermo: fast speech-to-text models for German and other languages. preprint. DOI: 10.48550/arXiv.2110.07982 |
Ziping Zhao, Zhongtian Bao, Zixing Zhang, Nicholas Cummins, Shihuang Sun, Haishuai Wang, Jianhua Tao and Björn W. Schuller. 2021. Self-attention transfer networks for speech emotion recognition. Virtual Reality & Intelligent Hardware 3, 1, 43-54. DOI: 10.1016/j.vrih.2020.12.002 |
Katja Ludwig, Sebastian Scherer, Moritz Einfalt and Rainer Lienhart. 2021. Self-supervised learning for human pose estimation in sports. In IEEE International Conference on Multimedia and Expo 2021 (ICME), 5-9 July 2021, Shenzhen, China. IEEE, Piscataway, NJ, 1-6 DOI: 10.1109/ICMEW53276.2021.9456000 |
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Constantin Wanninger, Luca Alfano, Martin Schörner, Alwin Hoffmann, Oliver Kosak and Wolfgang Reif. 2021. Semantic plug and play: an architecture combining linked data and reconfigurable hardware. In Dick Bulterman, Atsushi Kitazawa, David Ostrowski, Phillip Sheu and Jeffrey Tsai (Ed.). 2021 IEEE 15th International Conference on Semantic Computing (ICSC), 27-29 January 2021, Laguna Hills, CA, USA, virtual event. IEEE, Piscataway, NJ, 203-206. DOI: 10.1109/icsc50631.2021.00043 |
Kun Qian, Tomoya Koike, Kota Tamada, Toru Takumi, Björn W. Schuller and Yoshiharu Yamamoto. 2021. Sensing the sounds of silence: a pilot study on the detection of model mice of autism spectrum disorder from ultrasonic vocalisations. In Riccardo Barbieri (Ed.). 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2021), 1-5 November 2021, Mexico. IEEE, New York, NY, 68-71. DOI: 10.1109/embc46164.2021.9630793 |
Lukas Stappen, Alice Baird, Erik Cambria, Björn Schuller and Erik Cambria. 2021. Sentiment analysis and topic recognition in video transcriptions. IEEE Intelligent Systems 36, 2, 88-95. DOI: 10.1109/mis.2021.3062200 |
Caspar B. Seitz, Falk Steffen, Muthuraman Muthuraman, Timo Uphaus, Julia Krämer, Sven G. Meuth, Philipp Albrecht, Sergiu Groppa, Frauke Zipp, Stefan Bittner and Vinzenz Fleischer. 2021. Serum neurofilament levels reflect outer retinal layer changes in multiple sclerosis. Therapeutic Advances in Neurological Disorders 14, 1-14. DOI: 10.1177/17562864211003478 |
Dumitru Ciolac, Gabriel Gonzalez-Escamilla, Angela Radetz, Vinzenz Fleischer, Maren Person, Andreas Johnen, Nils C. Landmeyer, Julia Krämer, Muthuraman Muthuraman, Sven G. Meuth and Sergiu Groppa. 2021. Sex-specific signatures of intrinsic hippocampal networks and regional integrity underlying cognitive status in multiple sclerosis. Brain Communications 3, 3, fcab198. DOI: 10.1093/braincomms/fcab198 |
Dean Lee, Ross Fulton, Monika Manne, Liang Schweizer and Andreas Raue. in press. Single-cell immune profiling with TCR clonotype barcoding identifies biomarker signatures that predict response to immune checkpoint blockade. preprint. DOI: 10.1101/2021.04.13.439713 |
Franziska Babel, Johannes Kraus, Linda Miller, Matthias Kraus, Nicolas Wagner, Wolfgang Minker and Martin Baumann. 2021. Small talk with a robot? The impact of dialog content, talk initiative, and gaze behavior of a social robot on trust, acceptance, and proximity. International Journal of Social Robotics 13, 6, 1485-1498. DOI: 10.1007/s12369-020-00730-0 |
Thomas Kiderle, Hannes Ritschel, Kathrin Janowski, Silvan Mertes, Florian Lingenfelser and Elisabeth André. 2021. Socially-aware personality adaptation. In 2021 9th International Conference on Affective Computing and Intelligent Interaction, Workshops and Demos (ACIIW), 28 September – 1 October, 2021, Virtual Event, Nara, Japan. IEEE, Piscataway, NJ, 1-8 DOI: 10.1109/ACIIW52867.2021.9666197 |
Björn W. Schuller and Michael F. McTear. 2021. Socio-cognitive language processing for special user groups. In Juliana Miehle, Wolfgang Minker, Elisabeth André and Koichiro Yoshino (Ed.). Multimodal agents for ageing and multicultural societies: communications of NII Shonan meetings. Springer, Singapore, 87-95. DOI: 10.1007/978-981-16-3476-5_5 |
Pascal Hecker, Florian B. Pokorny, Katrin D. Bartl-Pokorny, Uwe Reichel, Zhao Ren, Simone Hantke, Florian Eyben, Dagmar M. Schuller, Bert Arnrich and Björn W. Schuller. 2021. Speaking corona? Human and machine recognition of COVID-19 from voice. In Hynek Heřmanský, Honza Černocký, Lukáš Burget, Lori Lamel, Odette Scharenborg and Petr Motlicek (Ed.). Interspeech 2021, Brno, Czechia, 30 August - 3 September 2021. International Speech Communication Association (ISCA), Baixas, 1029-1033. DOI: 10.21437/interspeech.2021-1771 |
Panagiotis Tzirakis, Anh Nguyen, Stefanos Zafeiriou and Björn W. Schuller. 2021. Speech emotion recognition using semantic information. In Dimitri Androutsos, Kostas Plataniotis, Xiao-Ping (Steven) Zhang and Nikolaos Boulgouris (Ed.). International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021), Toronto, CN, Canada, 6-11 June 2021. IEEE, New York, NY, 6279-6283. DOI: 10.1109/icassp39728.2021.9414866 |
David Heidler von Heilborn, Jessica Reinmüller, Georg Hölzl, Jan P. Meier-Kolthoff, Christian Woehle, Magdalena Marek, Bruno Hüttel and André Lipski. 2021. Sphingomonas aliaeris sp. nov., a new species isolated from pork steak packed under modified atmosphere. International Journal of Systematic and Evolutionary Microbiology 71, 8. DOI: 10.1099/ijsem.0.004973 |
Samir Benbakreti, Mohamed Benouis, Ahmed Roumane and Soumia Benbakreti. 2021. Stacked autoencoder for Arabic handwriting word recognition. International Journal of Computational Science and Engineering 24, 6, 629-638. DOI: 10.1504/ijcse.2021.119988 |
Michael Seufert. 2021. Statistical methods and models based on quality of experience distributions. Quality and User Experience 6, 1, 3. DOI: 10.1007/s41233-020-00044-z |
Lars Michels, Nabin Koirala, Sergiu Groppa, Roger Luechinger, Andreas R. Gantenbein, Peter S. Sandor, Spyros Kollias, Franz Riederer and Muthuraman Muthuraman. 2021. Structural brain network characteristics in patients with episodic and chronic migraine. The Journal of Headache and Pain 22, 1, 8. DOI: 10.1186/s10194-021-01216-8 |
Antti Valmari and Walter Vogler. 2021. Stubborn sets, frozen actions, and fair testing. Fundamenta Informaticae 178, 1-2, 139-172. DOI: 10.3233/fi-2021-2001 |
Meishu Song, Emilia Parada-Cabaleiro, Shuo Liu, Manuel Milling, Alice Baird, Zijiang Yang and Björn W. Schuller. 2021. Supervised contrastive learning for game-play frustration detection from speech. Lecture Notes in Computer Science 12768, 617-629. DOI: 10.1007/978-3-030-78092-0_43 |
Alexandru-Gabriel Pielmus, Jens Mühlstef, Erik Bresch, Martin Glos, Christiane Jungen, Stefan Mieke, Reinhold Orglmeister, Andreas Schulze, Birgit Stender, Verena Voigt and Sebastian Zaunseder. 2021. Surrogate based continuous noninvasive blood pressure measurement. Biomedical Engineering / Biomedizinische Technik 66, 3, 231-245. DOI: 10.1515/bmt-2020-0209 |
Wenzel Baron Pilar von Pilchau, Anthony Stein and Jörg Hähner. 2021. Synthetic experiences for accelerating DQN performance in discrete non-deterministic environments. Algorithms 14, 8, 226. DOI: 10.3390/a14080226 |
Patrick Purucker, Josef Schmid, Alfred Hob and Björn W. Schuller. 2021. System requirements specification for unmanned aerial vehicle (UAV) to server communication. In International Conference on Unmanned Aircraft Systems (ICUAS 2021), Athens, Greece, 15-18 June 2021. IEEE, New York, NY, 1499-1508. DOI: 10.1109/icuas51884.2021.9476799 |
Arwed Schütz, Sönke Maeter and Tamara Bechtold. 2021. System-level modelling and simulation of a multiphysical kick and catch actuator system. Actuators 10, 11, 279. DOI: 10.3390/act10110279 |
Jakob S. Kottmann, Sumner Alperin-Lea, Teresa Tamayo-Mendoza, Alba Cervera-Lierta, Cyrille Lavigne, Tzu-Ching Yen, Vladyslav Verteletskyi, Philipp Schleich, Abhinav Anand, Matthias Degroote, Skylar Chaney, Maha Kesibi, Naomi Grace Curnow, Brandon Solo, Georgios Tsilimigkounakis, Claudia Zendejas-Morales, Artur F. Izmaylov and Alán Aspuru-Guzik. 2021. TEQUILA: a platform for rapid development of quantum algorithms. Quantum Science and Technology 6, 2, 024009. DOI: 10.1088/2058-9565/abe567 |
Ruben Schlagowski, Silvan Mertes and Elisabeth André. 2021. Taming the chaos: exploring graphical input vector manipulation user interfaces for GANs in a musical context. In AM '21: Audio Mostly 2021, virtual/Trento, Italy, September 1-3, 2021. ACM, New York, NY (International Conference Proceeding Series (ICPS)), 216-223. DOI: 10.1145/3478384.3478411 |
Luke Haliburton, Alexander Heimerl, Stephanie Böhme, Elisabeth André and Albrecht Schmidt. 2021. Teaching ethics as a creative subject: ideas from an interdisciplinary workshop. IEEE Pervasive Computing 20, 3, 68-71. DOI: 10.1109/mprv.2021.3094814 |
Subhash Chandra Pujari, Tim Tarsi, Jannik Strötgen and Annemarie Friedrich. 2021. Team RobertNLP at the BioCreative VII LitCovid track: neural document classification using SciBERT. In Cecilia Arighi (Ed.). Proceedings of the BioCreative VII Challenge Evaluation Workshop, November 08-11, 2021. University of Delaware, Newark, DE, 332-335 |
Gerald A. Urban, Kurt Becker, Martin Braecklein, Birgit Habenstein, Petra Knaup, Andreas Melzer, Thomas Stieglitz and Sebastian Zaunseder. 2021. Technologische Souveränität in der Biomedizinischen Technik - der Mensch im Fokus. VDE Verband der Elektrotechnik Elektronik Informationstechnik, Frankfurt am Main. |
Mahak Singhal, Nicolas Gengenbacher, Ashik Ahmed Abdul Pari, Miki Kamiyama, Ling Hai, Bianca J. Kuhn, David M. Kallenberg, Shubhada R. Kulkarni, Carlotta Camilli, Stephanie F. Preuß, Barbara Leuchs, Carolin Mogler, Elisa Espinet, Eva Besemfelder, Danijela Heide, Mathias Heikenwalder, Martin R. Sprick, Andreas Trumpp, Jeroen Krijgsveld, Matthias Schlesner, Junhao Hu, Stephen E. Moss, John Greenwood and Hellmut G. Augustin. 2021. Temporal multi-omics identifies LRG1 as a vascular niche instructor of metastasis. Science Translational Medicine 13, 609. DOI: 10.1126/scitranslmed.abe6805 |
Yekta Said Can and Mustafa Erdem Kabadayi. 2021. Text detection and recognition by using CNNs in the Austro-Hungarian historical military mapping survey. In HIP '21: Proceedings of the 6th International Workshop on Historical Document Imaging and Processing, September 5-6, 2021, Lausanne, Switzerland. ACM, New York, NY, 25-30 DOI: 10.1145/3476887.3476904 |
Gauri Deshpande and Björn W. Schuller. 2021. The DiCOVA 2021 Challenge: an encoder-decoder approach for COVID-19 recognition from coughing audio. In Hynek Heřmanský, Honza Černocký, Lukáš Burget, Lori Lamel, Odette Scharenborg and Petr Motlicek (Ed.). Interspeech 2021, Brno, Czechia, 30 August - 3 September 2021. International Speech Communication Association (ISCA), Baixas, 931-935. DOI: 10.21437/interspeech.2021-811 |
Zhao Ren, Yi Chang and Björn W. Schuller. in press. The EIHW-GLAM deep attentive multi-model fusion system for cough-based COVID-19 recognition in the DiCOVA 2021 challenge. preprint. |
Björn Schuller, Anton Batliner, Christian Bergler, Cecilia Mascolo, Jing Han, Iulia Lefter, Heysem Kaya, Shahin Amiriparian, Alice Baird, Lukas Stappen, Sandra Ottl, Maurice Gerczuk, Panaguiotis Tzirakis, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Leon J. M. Rothkrantz, Joeri Zwerts, Jelle Treep and Casper Kaandorp. 2021. The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 cough, COVID-19 speech, escalation & primates. In Hynek Heřmanský, Honza Černocký, Lukáš Burget, Lori Lamel, Odette Scharenborg, Petr Motlicek (Eds.). Proceedings INTERSPEECH 2021, ISCA, Brno, Czechia, 30 August - 3 September 2021. ISCA, Baixas, 431-435 DOI: 10.21437/Interspeech.2021-19 |
Lukas Stappen, Alice Baird, Lukas Christ, Lea Schumann, Benjamin Sertolli, Eva-Maria Meßner, Erik Cambria, Guoying Zhao and Björn W. Schuller. 2021. The MuSe 2021 Multimodal Sentiment Analysis Challenge: sentiment, emotion, physiological-emotion, and stress. In Björn W. Schuller, Lukas Stappen, Eva-Maria Meßner, Erik Cambria, Guoying Zhao (Eds.). Proceedings of the 2nd on Multimodal Sentiment Analysis Challenge, Virtual Event, China, 24 October 2021. ACM, New York, NY, 5-14 DOI: 10.1145/3475957.3484450 |
N.P. Narendra, Björn Schuller and Paavo Alku. 2021. The detection of Parkinson's disease from speech using voice source information. IEEE/ACM Transactions on Audio, Speech, and Language Processing 29, 1925-1936. DOI: 10.1109/taslp.2021.3078364 |
Norbert Kolotzek, Pierre G. Aublin and Bernhard U. Seeber. 2021. The effect of early and late reflections on binaural unmasking. In Holger Waubke, Peter Balazs (Eds.). Fortschritte der Akustik - DAGA 2021: 47. Jahrestagung für Akustik, 15.-18. August 2021, Wien und Online; Tagungsband. Deutsche Gesellschaft für Akustik e.V. (DEGA), Berlin, 282-284 |
Emilia Parada-Cabaleiro, Anton Batliner and Björn Schuller. 2021. The effect of music in anxiety reduction: a psychological and physiological assessment. Psychology of Music 49, 6, 1637-1653. DOI: 10.1177/0305735620968902 |
Adria Mallol-Ragolta, Shuo Liu and Björn W. Schuller. 2021. The filtering effect of face masks in their detection from speech. In Riccardo Barbieri (Ed.). 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2021), 1-5 November 2021, Mexico. IEEE, New York, NY, 2079-2082. DOI: 10.1109/embc46164.2021.9630634 |
Andreas Triantafyllopoulos and Björn W. Schuller. 2021. The role of task and acoustic similarity in audio transfer learning: insights from the speech emotion recognition case. In Dimitri Androutsos, Kostas Plataniotis, Xiao-Ping (Steven) Zhang and Boulgouris Nikolaos (Ed.). International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021), Toronto, ON, Canada, 6-11 June 2021. IEEE, New York, NY, 7268-7272. DOI: 10.1109/icassp39728.2021.9414896 |
Matthias Kraus, Nicolas Wagner, Zoraida Callejas and Wolfgang Minker. 2021. The role of trust in proactive conversational assistants. IEEE Access 9, 112821-112836. DOI: 10.1109/access.2021.3103893 |
Katrin D. Bartl-Pokorny, Florian B. Pokorny, Anton Batliner, Shahin Amiriparian, Anastasia Semertzidou, Florian Eyben, Elena Kramer, Florian Schmidt, Rainer Schönweiler, Markus Wehler and Björn Schuller. 2021. The voice of COVID-19: acoustic correlates of infection in sustained vowels. The Journal of the Acoustical Society of America 149, 6, 4377-4383. DOI: 10.1121/10.0005194 |
Nicolas Gengenbacher, Mahak Singhal, Carolin Mogler, Ling Hai, Laura Milde, Ashik Ahmed Abdul Pari, Eva Besemfelder, Claudine Fricke, Daniel Baumann, Stephanie Gehrs, Jochen Utikal, Moritz Felcht, Junhao Hu, Matthias Schlesner, Rienk Offringa, Sudhakar R. Chintharlapalli and Hellmut G. Augustin. 2021. Timed Ang2-targeted therapy identifies the Angiopoietin–tie pathway as key regulator of fatal lymphogenous metastasis. Cancer Discovery 11, 2, 424-445. DOI: 10.1158/2159-8290.cd-20-0122 |
Björn Petrak, Julia G. Stapels, Katharina Weitz, Friederike Eyssel and Elisabeth André. 2021. To move or not to move? Social acceptability of robot proxemics behavior depending on user emotion. In 2021 30th IEEE International Conference on Robot & Human Interactive Communication (RO-MAN), 8-12 August 2021, Vancouver, BC, Canada. IEEE, Piscataway, NJ, 975-982. DOI: 10.1109/ro-man50785.2021.9515502 |
Tanja Schneeberger, Mirella Hladky, Ann-Kristin Thurner, Jana Volkert, Alexander Heimerl, Tobias Baur, Elisabeth André and Patrick Gebhard. 2021. Towards a deeper modeling of emotions: the deep method and its application on shame. In 9th International Conference on Affective Computing and Intelligent Interaction (ACII), 28 September - 1 October 2021, Nara, Japan. IEEE, Piscataway, NJ, 21436835 DOI: 10.1109/acii52823.2021.9597446 |
Christian Eymüller, Julian Hanke, Alwin Hoffmann, Alexander Poeppel, Constantin Wanninger and Wolfgang Reif. 2021. Towards a real-time capable plug & produce environment for adaptable factories. In Moris Behnam, Lucia Lo Bello, Thomas Nolte, Marco Porta (Eds.). 2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), Vasteras, Sweden, 7-10 September 2021. IEEE, Piscataway, NJ, 1-4 DOI: 10.1109/etfa45728.2021.9613729 |
Jakob Schaefer, Manuel Milling, Björn Schuller, Bernhard Bauer, Jens O. Brunner, Claudia Traidl-Hoffmann and Athanasios Damialis. 2021. Towards automatic airborne pollen monitoring: from commercial devices to operational by mitigating class-imbalance in a deep learning approach. Science of The Total Environment 796, 148932. DOI: 10.1016/j.scitotenv.2021.148932 |
Zoraida Callejas, David Griol, Kawtar Benghazi, Manuel Noguera, María Inés Torres, Raquel Justo, Anna Esposito, Gennaro Cordasco, Raymond Bond, Maurice Mulvenna, Edel Ennis, Siobhan O'Neill, Huiru Zheng, Matthias Kraus, Nicolas Wagner, Wolfgang Minker, Gavin McConvey, Matthias Hemmje, Michael Fuchs, Neil Glackin and Gérard Chollet. 2021. Towards conversational technology to promote, monitor and protect mental health. In Valentín Cardeñoso-Payo, David Escudero-Mancebo, César González-Ferreras (Eds.). IberSPEECH 2021, Valladolid, Spain, 24-25 March 2021. ISCA, Copenhagen, 148-150 DOI: 10.21437/iberspeech.2021-32 |
Fabian Stieler, Fabian Rabe and Bernhard Bauer. 2021. Towards domain-specific explainable AI: model interpretation of a skin image classifier using a human approach. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops 2021, 19-25 June 2021, Nashville, TN, USA. IEEE, Piscataway, NJ, 1802-1809 DOI: 10.1109/CVPRW53098.2021.00199 |
Katharina Weitz. 2021. Towards human-centered AI: psychological concepts as foundation for empirical XAI research. it - Information Technology . DOI: 10.1515/itit-2021-0047 |
Björn Schuller, Tuomas Virtanen, Maria Riveiro, Georgios Rizos, Jing Han, Annamaria Mesaros and Konstantinos Drossos. 2021. Towards sonification in multimodal and user-friendly explainable artificial intelligence. In Zakia Hammal, Carlos Busso, Catherine Pelachaud, Sharon Oviatt, Albert Ali Salah and Guoying Zhao (Ed.). ICMI '21: Proceedings of the 2021 International Conference on Multimodal Interaction, Montréal, QC, Canada, October 18 - 22, 2021. ACM, New York, NY, 788-792. DOI: 10.1145/3462244.3479879 |
Matthias Kraus, Philip Seldschopf and Wolfgang Minker. 2021. Towards the development of a trustworthy chatbot for mental health applications. Lecture Notes in Computer Science 12573, 354-366. DOI: 10.1007/978-3-030-67835-7_30 |
Haolong Li and Jörg Stückler. 2021. Tracking 6-DoF object motion from events and frames. In 2021 IEEE International Conference on Robotics and Automation (ICRA), 30 May 2021 - 5 June 2021, Xi'an, China. IEEE, New York, NY, 14171-14177 DOI: 10.1109/icra48506.2021.9561760 |
Lukas Rosenbauer, David Pätzel, Anthony Stein and Jörg Hähner. 2021. Transfer learning for automated test case prioritization using XCSF. In Applications of Evolutionary Computation: EvoApplications 2021. Springer, Cham, 681-696 DOI: 10.1007/978-3-030-72699-7_43 |
Tomoya Koike, Kun Qian, Björn W. Schuller and Yoshiharu Yamamoto. 2021. Transferring cross-corpus knowledge: an investigation on data augmentation for heart sound classification. In Riccardo Barbieri (Ed.). 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2021), 1-5 November 2021, Mexico. IEEE, New York, NY, 1976-1979. DOI: 10.1109/embc46164.2021.9629714 |
Yi Chang, Zhao Ren and Björn W. Schuller. 2021. Transformer-based CNNs: mining temporal context information for multi-sound COVID-19 diagnosis. In Riccardo Barbieri (Ed.). 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2021), 1-5 November 2021, Mexico. IEEE, New York, NY, 2335-2338. DOI: 10.1109/embc46164.2021.9629552 |
Muthuraman Muthuraman, Dumitru Ciolac and Venkata Chaitanya Chirumamilla. 2021. Translation of functional domain abnormalities from human to mouse motor system. In Sergiu Groppa and Sven G. Meuth (Ed.). Translational methods for multiple sclerosis research. Humana, New York, NY (Neuromethods ; 166), 139-152. DOI: 10.1007/978-1-0716-1213-2_10 |
Vinzenz Fleischer, Gabriel Gonzalez-Escamilla, Dumitru Ciolac, Philipp Albrecht, Patrick Küry, Joel Gruchot, Michael Dietrich, Christina Hecker, Thomas Müntefering, Stefanie Bock, Mohammadsaleh Oshaghi, Angela Radetz, Manuela Cerina, Julia Krämer, Lydia Wachsmuth, Cornelius Faber, Hans Lassmann, Tobias Ruck, Sven G. Meuth, Muthuraman Muthuraman and Sergiu Groppa. 2021. Translational value of choroid plexus imaging for tracking neuroinflammation in mice and humans. PNAS: Proceedings of the National Academy of Sciences 118, 36, e2025000118. DOI: 10.1073/pnas.2025000118 |
Ruifan Xie, Tobias Kessler, Julia Grosch, Ling Hai, Varun Venkataramani, Lulu Huang, Dirk C. Hoffmann, Gergely Solecki, Miriam Ratliff, Matthias Schlesner, Wolfgang Wick and Frank Winkler. 2021. Tumor cell network integration in glioma represents a stemness feature. Neuro-Oncology 23, 5, 757-769. DOI: 10.1093/neuonc/noaa275 |
Alexander Schiendorfer, Carola Gajek and Wolfgang Reif. 2021. Turning software engineers into machine learning engineers. In Bernd Bischl, Oliver Guhr, Heidi Seibold, Peter Steinbach (Eds.). Proceedings of the First Teaching Machine Learning and Artificial Intelligence Workshop at ECML-PKDD 2020, 14 September 2020, virtual conference. ML Research Press, 36-41 |
Simon Krogmann, Pascal Lenzner, Louise Molitor and Alexander Skopalik. 2021. Two-stage facility location games with strategic clients and facilities. In Zhi-Hua Zhou (Ed.). Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, Montreal, 19-27 August 2021. International Joint Conferences on Artificial Intelligence Organization (IFCAI), 292-298 DOI: 10.24963/ijcai.2021/41 |
Martin Schörner, Michelle Bettendorf, Constantin Wanninger, Alwin Hoffmann and Wolfgang Reif. 2021. UAV inspection of large components: indoor navigation relative to structures. In Oleg Gusikhin, Henk Nijmeijer and Kurosh Madani (Ed.). Proceedings of the 18th International Conference on Informatics in Control, Automation and Robotics - ICINCO, July 6-8, 2021. SciTePress, Setúbal, 179-186. DOI: 10.5220/0010556301790186 |
Korbinian Friedl, Georgios Rizos, Lukas Stappen, Madina Hasan, Lucia Spezia, Thoomas Hain and Björn W. Schuller. 2021. Uncertainty aware review hallucination for science article classification. Findings of the Association for Computational Linguistics 2021, ACL-IJCNLP 2021, 5004-5009. DOI: 10.18653/v1/2021.findings-acl.443 |
Sebastian Scherer, Robin Schön, Katja Ludwig and Rainer Lienhart. 2021. Unsupervised domain extension for nighttime semantic segmentation in urban scenes. In Ana Fred, Carlo Sansone and Kurosh Madani (Ed.). Proceedings of the 2nd International Conference on Deep Learning Theory and Applications (DeLTA 2021). SciTePress, Setúbal, 38-47. DOI: 10.5220/0010551500380047 |
Ru Zhang, Yuanchun Shi, Björn Schuller, Elisabeth André, Sharon Oviatt, Aaron Quigley, Nicolai Marquardt, Ilhan Aslan and Ran Ju. 2021. User experience for multi-device ecosystems: challenges and opportunities. In Yoshifumi Kitamura, Aaron Quigley, Katherine Isbister and Takeo Igarashi (Ed.). CHI EA '21: Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems, Yokohama, Japan, May 8 - 13, 2021. ACM, New York, NY, 111. DOI: 10.1145/3411763.3441325 |
John Derrick, Simon Doherty, Brijesh Dongol, Gerhard Schellhorn and Heike Wehrheim. 2021. Verifying correctness of persistent concurrent data structures: a sound and complete method. Formal Aspects of Computing 33, 4-5, 547-573. DOI: 10.1007/s00165-021-00541-8 |
Katharina Weitz. 2021. Vertrauen und Vertrauenswürdigkeit bei sozialen Robotern: Stärkung von Mensch-Roboter-Vertrauensbeziehungen mithilfe Erklärbarer Künstlicher Intelligenz. In Oliver Bendel (Ed.). Soziale Roboter: technikwissenschaftliche, wirtschaftswissenschaftliche, philosophische, psychologische und soziologische Grundlagen. Springer Gabler, Wiesbaden, 309-323. DOI: 10.1007/978-3-658-31114-8_16 |
Diamanto Skopelitou, Beiping Miao, Aayushi Srivastava, Abhishek Kumar, Magdalena Kuświk, Dagmara Dymerska, Nagarajan Paramasivam, Matthias Schlesner, Jan Lubinski, Kari Hemminki, Asta Försti and Obul Bandapalli. 2021. Whole exome sequencing identifies APCDD1 and HDAC5 genes as potentially cancer predisposing in familial colorectal cancer. International Journal of Molecular Sciences 22, 4, 1837. DOI: 10.3390/ijms22041837 |
Benjamin Rouxel, Sebastian Altmeyer and Clemens Grelck. 2021. YASMIN: a real-time middleware for COTS heterogeneous platforms. In Kaiwen Zhang, Abdelouahed Gherbi, Nalini Venkatasubramanian and Luís Veiga (Ed.). Middleware '21: Proceedings of the 22nd International Middleware Conference, Québec city, Canada, December 6 - 10, 2021. ACM, New York, NY, 298-309. DOI: 10.1145/3464298.3493402 |
Zuguang Gu, Matthias Schlesner and Daniel Hübschmann. 2021. cola: an R/Bioconductor package for consensus partitioning through a general framework. Nucleic Acids Research 49, 3, e15. DOI: 10.1093/nar/gkaa1146 |
2020 |
Shahin Amiriparian, Nicholas Cummins, Maurice Gerczuk, Sergey Pugachevskiy, Sandra Ottl and Björn Schuller. 2020. "Are you playing a shooter again?!": Deep representation learning for audio-based video game genre recognition. IEEE Transactions on Games 12, 2, 145-154. DOI: 10.1109/tg.2019.2894532 |
Katharina Weitz, Dominik Schiller, Ruben Schlagowski, Tobias Huber and Elisabeth André. 2020. "Let me explain!": exploring the potential of virtual agents in explainable AI interaction design. Journal on Multimodal User Interfaces 15, 87-98. DOI: 10.1007/s12193-020-00332-0 |
Matthias Kraus, Marvin Schiller, Gregor Behnke, Pascal Bercher, Michael Dorna, Michael Dambier, Birte Glimm, Susanne Biundo and Wolfgang Minker. 2020. "Was that successful?" On integrating proactive meta-dialogue in a DIY-assistant using multimodal cues. In Khiet Truong, Dirk Heylen, Mary Czerwinski, Nadia Berthouze, Mohamed Chetouani, Mikio Nakano (Eds.). ICMI'20: proceedings of the 2020 International Conference on Multimodal Interaction, October 25-29, 2020, virtual event, Netherlands. ACM, New York, NY, 585-594 DOI: 10.1145/3382507.3418818 |
Jauwairia Nasir, Utku Norman, Barbara Bruno and Pierre Dillenbourg. 2020. "You tell, I do, and we swap until we connect all the gold mines!". ERCIM News 120, 22-23. |
Svetlana N. Dedysh, Petra Henke, Anastasia A. Ivanova, Irina S. Kulichevskaya, Dmitriy A. Philippov, Jan P. Meier-Kolthoff, Markus Göker, Sixing Huang and Jörg Overmann. 2020. 100‐year‐old enigma solved: identification, genomic characterization and biogeography of the yet uncultured Planctomyces bekefii. Environmental Microbiology 22, 1, 198-211. DOI: 10.1111/1462-2920.14838 |
Alexander Knapp and María Victoria Cengarle. 2020. 2-term charters. The Journal of Object Technology 19, 3, 3:1-12. DOI: 10.5381/jot.2020.19.3.a10 |
2020. 25th International Symposium on Vision, Modeling and Visualization (VMV), September 28 - October 1, 2020, Tübingen, Germany. In Jens H. Krüger, Matthias Nießner, Jörg Stückler (Eds.). Eurographics Association, Eindhoven DOI: 10.2312/vmv.20202018 |
Sina Stäble, Stephen Krämer, Mark Hartmann, Maximilian Schönung, Jens Langstein, Ruzhica Bogeska, Melinda Czeh, Julia Knoch, Natasha Anstee, Simon Haas, Abdelrahman Mahmoud, Charles Imbusch, Julius Gräsel, Dieter Weichenhan Weichenhan, Lars Feuerbach, Benedikt Brors, Karsten Rippe, Jan-Philipp Mallm, Frank Rosenbauer, Stefan Fröhling, Christoph Plass, Matthias Schlesner, Michael Milsom and Daniel Lipka. 2020. 3037 – Combined single-cell DNA methylome and transcriptome analysis identifies molecular sattes of early lineage commitment [Abstract]. Experimental Hematology 88, Supplement, S50. DOI: 10.1016/j.exphem.2020.09.057 |
Carola Gajek, Alexander Schiendorfer and Wolfgang Reif. 2020. A chained neural network model for photovoltaic power forecast. Lecture Notes in Computer Science 11943, 566-578. DOI: 10.1007/978-3-030-37599-7_47 |
Nicholas Cummins, Yilin Pan, Zhao Ren, Julian Fritsch, Venkata Srikanth Nallanthighal, Heidi Christensen, Daniel Blackburn, Björn Schuller, Mathew Magimai-Doss, Helmer Strik and Aki Härmä. 2020. A comparison of acoustic and linguistics methodologies for Alzheimer's dementia recognition. In Helen Meng, Bo Xu and Thomas Zheng (Ed.). Proceedings: Interspeech 2020, 25-29 October 2020, Shanghai. ISCA Archive, 2182-2186. DOI: 10.21437/interspeech.2020-2635 |
Matthias Kraus, Fabian Fischbach, Pascal Jansen and Wolfgang Minker. 2020. A comparison of explicit and implicit proactive dialogue strategies for conversational recommendation. In Nicoletta Calzolari, Frédéric Béchet, Philippe Blache, Khalid Choukri, Christopher Cieri, Thierry Declerck, Sara Goggi, Hitoshi Isahara, Bente Maegaard, Joseph Mariani, Hélène Mazo, Asuncion Moreno, Jan Odijk, Stelios Piperidis (Eds.). Proceedings of the Twelfth Language Resources and Evaluation Conference (LREC), 11-16 May 2020, Marseille, France. European Language Resources Association (ELRA), Paris, 429-435 |
Adria Mallol-Ragolta, Shuo Liu, Nicholas Cummins and Björn Schuller. 2020. A curriculum learning approach for pain intensity recognition from facial expressions. In Juan Wachs, Sergio Escalera, Jeffrey Cohn, Vitomir Štruc and Francisco Gómez-Fernández (Ed.). 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020), Buenos Aires, Argentina, 16-20 November 2020. IEEE, New York, NY, 829-833. DOI: 10.1109/fg47880.2020.00083 |
Jiaming Cheng, Ruiyu Liang, Zhenlin Liang, Li Zhao, Chengwei Huang and Björn Schuller. 2020. A deep adaptation network for speech enhancement: combining a relativistic discriminator with multi-kernel maximum mean discrepancy. IEEE/ACM Transactions on Audio, Speech, and Language Processing 29, 41-53. DOI: 10.1109/taslp.2020.3036611 |
Yue Zhang, Andrea Michi, Johannes Wagner, Elisabeth André, Björn Schuller and Felix Weninger. 2020. A generic human–machine annotation framework based on dynamic cooperative learning. IEEE Transactions on Cybernetics 50, 3, 1230-1239. DOI: 10.1109/tcyb.2019.2901499 |
Lukas Rosenbauer, Anthony Stein and Jörg Hähner. 2020. A germinal center artificial immune system for software test suite reduction. In LIFELIKE Computing Systems Workshop, 8th Edition in the Evolution of the Series of Autonomously Learning and Optimizing Systems (SAOS), at Artificial Life Conference, 16 July 2020, held entirely virtual due to COVID-19 as part of ALIFE 2020, Montréal, Canada. |
Walter Guttmann and Bernhard Möller. 2020. A hierarchy of algebras for Boolean subsets. Lecture Notes in Computer Science 12062, 152-168. DOI: 10.1007/978-3-030-43520-2_10 |
Walter Guttmann and Bernhard Möller. 2020. A hierarchy of algebras for Boolean subsets. Archive of Formal Proofs 31.01.2020, 1-79. |
Walter Vogler and Gerald Lüttgen. 2020. A linear-time branching-time perspective on interface automata. Acta Informatica 57, 3-5, 513-550. DOI: 10.1007/s00236-020-00369-4 |
Xiao Li, Kun Qian, Ling-ling Xie, Xiu-juan Li, Min Cheng, Li Jiang and Björn W. Schuller. in press. A mini review on current clinical and research findings for children suffering from COVID-19. preprint. DOI: 10.1101/2020.03.30.20044545 |
Martinique Frentrup, Zhemin Zhou, Matthias Steglich, Jan P. Meier-Kolthoff, Markus Göker, Thomas Riedel, Boyke Bunk, Cathrin Spröer, Jörg Overmann, Marion Blaschitz, Alexander Indra, Lutz von Müller, Thomas A. Kohl, Stefan Niemann, Christian Seyboldt, Frank Klawonn, Nitin Kumar, Trevor D. Lawley, Sergio García-Fernández, Rafael Cantón, Rosa del Campo, Ortrud Zimmermann, Uwe Groß, Mark Achtman and Ulrich Nübel. 2020. A publicly accessible database for Clostridioides difficile genome sequences supports tracing of transmission chains and epidemics. Microbial Genomics 6, 8. DOI: 10.1099/mgen.0.000410 |
Thomas Bläsius, Maximilian Böther, Philipp Fischbeck, Tobias Friedrich, Alina Gries, Falk Hüffner, Otto Kißig, Pascal Lenzner, Louise Molitor, Leon Schiller, Armin Wells and Simon Wietheger. 2020. A strategic routing framework and algorithms for computing alternative paths. In Dennis Huisman, Christos D. Zaroliagis (Eds.). 20th Symposium on Algorithmic Approaches for Transportation Modelling, Optimization, and Systems (ATMOS 2020), September 7-8, 2020, Pisa, Italy, virtual conference. Schloss Dagstuhl – Leibniz-Zentrum für Informatik, Dagstuhl, 10:1-10:14 DOI: 10.4230/OASIcs.ATMOS.2020.10 |
Tobias Thummerer and Lars Mikelsons. 2020. A tetrahedron-shaped inverted pendulum with torque-actuation [Extended abstract]. In Sechste IFToMM D-A-CH Konferenz 2020, 27./28. Februar 2020, Campus Technik Lienz. DOI: 10.17185/duepublico/71191 |
Alexander Heimerl, Tobias Baur and Elisabeth André. 2020. A transparent framework towards the context-sensitive recognition of conversational engagement. In Jörg Cassens, Rebekah Wegener, Anders Kofod-Petersen (Eds.). MRC 2020 - Modelling and Reasoning in Context 2020: proceedings of the Eleventh International Workshop Modelling and Reasoning in Context, co-located with the 24th European Conference on Artificial Intelligence (ECAI 2020), Santiago de Compostela, Galicia, Spain, August 29, 2020. RWTH, Aachen, 7-16 |
Shuo Wei, Ross Fulton, Guang Yang, Juying Li, Qian Zhang, Matthieu Delince, Greg Rose, Charina Ortega, Pascaline Mary, He Zhou, Andreas Raue, Dean Lee, Roshan Kumar, Stephanie Beq, Jennifer Watkins-Yoon, Nicola Beltraminelli, Francisco Adrian and Liang Schweizer. 2020. Abstract 2282: Discovery and characterization of novel TNFR2 antibodies to modulate T cell activities in immunosuppressive environment [Poster abstract]. Cancer Resarch 80, 16, supplement, 2282. DOI: 10.1158/1538-7445.AM2020-2282 |
Andreas Raue, Yun-Yueh Lu, Ouyang Li, Minmin Lu, Joyce Pi, Jia Wu, Mingfang Feng, Qian Zhang, Surendar Arumugam, Ruina Jin, Yuan Wang, Ross Fulton, Matthieu Delince, Juliana Crivello, Zachary Duda, Alexandra Staskus, Charina Ortega, Pascaline Mary, Hongkai Zhang, Nicola Beltraminelli, Francisco Adrian and Liang Schweizer. 2020. Abstract 2285: HFB10-1E1, a novel OX-40 agonistic antibody with a unique pharmacological profile and biomarker strategy [Abstract]. Cancer Research 80, 16 Supplement, 2285. DOI: 10.1158/1538-7445.am2020-2285 |
Germain Margall, Rachel Pacherie, Julie Prigent, He Zhou, Francisco Adrian, Liang Schweizer, Andreas Raue, Roshan Kumar, Nicola Beltraminelli and Stéphanie Beq. 2020. Abstract 6532: HFB9-2: a novel Gal-9 neutralizing antibody to reverse immune suppression in the tumor microenvironment [Abstract]. Cancer Research 80, 16, Supplement, 6532. DOI: 10.1158/1538-7445.am2020-6532 |
Dean Lee, Julianna Crivello, Ross Fulton, Zachary Duda, Alexandra Staskus, Charina Ortega, Monika Manne, Roshan Kumar, Francisco Adrian, Liang Schweizer, Matt Delince and Andreas Raue. 2020. Abstract PO-048: Combined single-T cell clonotyping and phenotyping defines a predictive response signature that identifies patients more likely to respond to therapy [Abstract]. Cancer Research 80, 21, Supplement, PO-048. DOI: 10.1158/1538-7445.tumhet2020-po-048 |
Gerhard Schellhorn, Stefan Bodenmüller, Jörg Pfähler and Wolfgang Reif. 2020. Adding concurrency to a sequential refinement tower. Lecture Notes in Computer Science 12071, 6-23. DOI: 10.1007/978-3-030-48077-6_2 |
Muthuraman Muthuraman, Manuel Bange and S. Groppa. 2020. Advanced technologies for detecting tremor in Parkinson's disease. Clinical Neurophysiology 131, 1, 241-242. DOI: 10.1016/j.clinph.2019.11.006 |
Markus Endres and Ulrich Junker. 2020. Advances in preference handling went digital: impressions from M-PREF 2020, Italy. IFORS News 15, 4, 43-44. |
Zijiang Yang, Shuo Liu, Meishu Song, Emilia Parada-Cabaleiro and Björn W. Schuller. 2020. Adventitious respiratory classification using attentive residual neural networks. In Helen Meng, Bo Xu and Thomas Zheng (Ed.). Interspeech 2020, Shanghai, China, 25-29 October 2020. ISCA, 2912-2916. DOI: 10.21437/interspeech.2020-2790 |
Wenzel Baron Pilar von Pilchau, Varun Gowtham, Maximilian Gruber, Matthias Riedl, Nikolaos-Stefanos Koutrakis, Jawad Tayyub, Jörg Hähner, Sascha Eichstädt, Eckart Uhlmann, Julian Polte, Volker Frey and Alexander Willner. 2020. An architectural design for measurement uncertainty evaluation in cyber-physical systems. In M. Ganzha, L. Maciaszek and M. Paprzycki (Ed.). Annals of Computer Science and Information Systems, Volume 22: Position Papers of the 2020 Federated Conference on Computer Science and Information Systems. PTI - Polish Information Processing Society, Warsaw, 53-57. DOI: 10.15439/2020f203 |
Lukas Rosenbauer, Anthony Stein and Jörg Hähner. 2020. An artificial immune system for adaptive test selection. In Hussein Abbass, Carlos A. Coello Coello and Hemant Kumar Singh (Ed.). 2020 IEEE Symposium Series on Computational Intelligence (SSCI), virtual event, Canberra, Australia, 1-4 December 2020. IEEE, Piscataway, NJ, 2940-2947. DOI: 10.1109/ssci47803.2020.9308528 |
Jing Han, Kun Qian, Meishu Song, Zijiang Yang, Zhao Ren, Shuo Liu, Juan Liu, Huaiyuan Zheng, Wei Ji, Tomoya Koike, Xiao Li, Zixing Zhang, Yoshiharu Yamamoto and Björn W. Schuller. 2020. An early study on intelligent analysis of speech under COVID-19: severity, sleep quality, fatigue, and anxiety. In Helen Meng, Bo Xu and Thomas Zheng (Ed.). Interspeech 2020, Shanghai, China, 25-29 October 2020. ISCA, 4946-4950. DOI: 10.21437/interspeech.2020-2223 |
Katja Ludwig, Andrea Fendt and Bernhard Bauer. 2020. An efficient online heuristic for mobile network slice embedding. In Bruno Chatras, Diego Lopez, Walter Cerroni, Shingo Ata and Noel Crespi (Ed.). 2020 23rd Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN), 24-27 Feb. 2020, Paris, France. IEEE, Piscataway, NJ, 139-143. DOI: 10.1109/icin48450.2020.9059440 |
Renukswamy Chikkamath, Markus Endres, Lavanya Bayyapu and Christoph Hewel. 2020. An empirical study on patent novelty detection: a novel approach using machine learning and natural language processing. In 2020 Seventh International Conference on Social Networks Analysis, Management and Security (SNAMS). IEEE, Piscataway, NJ DOI: 10.1109/SNAMS52053.2020.9336557 |
Benny Akesson, Mitra Nasri, Geoffrey Nelissen, Sebastian Altmeyer and Robert Ian Davis. 2020. An empirical survey-based study into industry practice in real-time. In X. Sharon Hu, Jian-Jia Chen, Avira Shrivastava, Nan Guan and Tam Chantem (Ed.). 2020 IEEE Real-Time Systems Symposium (RTSS), 1-4 December 2020, Houston, TX, USA. IEEE, Piscataway, NJ, 3-11. DOI: 10.1109/RTSS49844.2020.00012 |
Alice Baird, Nicholas Cummins, Sebastian Schnieder, Jarek Krajewski and Björn Schuller. 2020. An evaluation of the effect of anxiety on speech - computational prediction of anxiety from sustained vowels. In Helen Meng, Bo Xu and Thomas Zheng (Ed.). Proceedings: Interspeech 2020, 25-29 October 2020, Shanghai. ISCA Archive, 4951-4955. DOI: 10.21437/interspeech.2020-1801 |
Silvan Mertes, Alice Baird, Dominik Schiller, Björn Schuller and Elisabeth André. 2020. An evolutionary-based generative approach for audio data augmentation. In Atanas Gotchev, Dong Tian and Joao Ascenso (Ed.). 2020 IEEE 22nd International Workshop on Multimedia Signal Processing (MMSP), 21-24 Sept. 2020, Tampere, Finland. IEEE, Piscataway, NJ, 1-6. DOI: 10.1109/mmsp48831.2020.9287156 |
Adria Mallol-Ragolta, Nicholas Cummins and Björn Schuller. 2020. An investigation of cross-cultural semi-supervised learning for continuous affect recognition. In Helen Meng, Bo Xu and Thomas Zheng (Ed.). Proceedings: Interspeech 2020, 25-29 October 2020, Shanghai. ISCA Archive, 511-515. DOI: 10.21437/interspeech.2020-2641 |
David Pätzel, Anthony Stein and Masaya Nakata. 2020. An overview of LCS research from IWLCS 2019 to 2020. In Carlos Artemio Coello Coello (Ed.). Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion (GECCO '20), July 2020, Cancún, Mexico. ACM, New York, NY, 1782-1788. DOI: 10.1145/3377929.3398105 |
Anton Hördt, Marina García López, Jan P. Meier-Kolthoff, Marcel Schleuning, Lisa-Maria Weinhold, Brian J. Tindall, Sabine Gronow, Nikos C. Kyrpides, Tanja Woyke and Markus Göker. 2020. Analysis of 1,000+ type-strain genomes substantially improves taxonomic classification of Alphaproteobacteria. Frontiers in Microbiology 11, 468. DOI: 10.3389/fmicb.2020.00468 |
Daniel Hübschmann, Lea Jopp‐Saile, Carolin Andresen, Stephen Krämer, Zuguang Gu, Christoph E. Heilig, Simon Kreutzfeldt, Veronica Teleanu, Stefan Fröhling, Roland Eils and Matthias Schlesner. 2020. Analysis of mutational signatures with yet another package for signature analysis. Genes, Chromosomes and Cancer 60, 5, 314-331. DOI: 10.1002/gcc.22918 |
Lena Rudenko, Christian Haas and Markus Endres. 2020. Analyzing Twitter data with preferences. In ADBIS 2020, Lyon, France, August 25-27, 2020. |
Svantje T. Kähler, Thomas Jacobsen, Stina Klein and Mike Wendt. 2020. Anticipatory defocusing of attention and contextual response priming but no role of aesthetic appreciation in simple symmetry judgments when switching between tasks. Symmetry 12, 4, 577. DOI: 10.3390/sym12040577 |
Sarah Wassermann, Pedro Casas, Zied Ben Houidi, Alexis Huet, Michael Seufert, Nikolas Wehner, Joshua Schüler, Shengming Cai, Hao Shi, Jinchun Xu, Tobias Hoßfeld and Dario Rossi. 2020. Are you on mobile or desktop? On the impact of end-user device on web QoE inference from encrypted traffic. In Nur Zincir-Heywood, Mehmet Ulema, Muge Sayit, Stuart Clayman, Myung-Sup Kim, Cihat Cetinkaya (Eds.). 16th International Conference on Network and Service Management (CNSM), 2-6 November 2020, Izmir, Turkey. IEEE, Piscataway, NJ, 1-9 DOI: 10.23919/cnsm50824.2020.9269095 |
Nicholas Cummins, Faith Matcham, Julia Klapper and Björn Schuller. 2020. Artificial intelligence to aid the detection of mood disorders. In Debmalya Barh (Ed.). Artificial intelligence in precision health: from concept to applications. Academic Press, London, 231-255. DOI: 10.1016/b978-0-12-817133-2.00010-0 |
Stefan Rasche, Robert Huhle, Erik Junghans, Marcelo Gama de Abreu, Yao Ling, Alexander Trumpp and Sebastian Zaunseder. 2020. Association of remote imaging photoplethysmography and cutaneous perfusion in volunteers. Scientific Reports 10, 1, 16464. DOI: 10.1038/s41598-020-73531-0 |
Ömer Sümer, Peter Gerjets, Ulrich Trautwein and Enkelejda Kasneci. 2020. Attention flow: end-to-end joint attention estimation. In Arun Ross, David Cox, Scott McCloskey, Kimberly Wilber (Eds.). 2020 IEEE Winter Conference on Applications of Computer Vision (WACV), 1-5 March 2020, Snowmass, CO, USA. IEEE, Piscataway, NJ, 3316-3325 DOI: 10.1109/wacv45572.2020.9093515 |
Macedo Maia, Vivian Silvia, Markus Endres, André Freitas and Siegfried Handschuh. 2020. Attentive recurrent text categorization models using word-category cross embedding on financial comments. In Chih-Cheng Hung, Tomas Cerny, Dongwan Shin, Alessio Bechini (Eds.). 35th ACM/SIGAPP Symposium On Applied Computing (SAC2020), March 30 - April 3, 2020, Brno, Czech Republic. ACM, New York, NY, 1147-1149 DOI: 10.1145/3341105.3374097 |
Tomoya Koike, Kun Qian, Qiuqiang Kong, Mark D. Plumbley, Björn W. Schuller and Yoshiharu Yamamoto. 2020. Audio for audio is better? An investigation on transfer learning models for heart sound classification. In Mohamad Sawan, Carolyn McGregor and Atam Dhawan (Ed.). 42nd Annual International Conference of the IEEE Engineering in Medicine undundund Biology Society (EMBC 2020), Montreal, QC, Canada, 20-24 July 2020. IEEE, New York, NY, 74-77. DOI: 10.1109/embc44109.2020.9175450 |
Gauri Deshpande and Björn Schuller. in press. Audio, speech, language, & signal processing for COVID-19: a comprehensive overview. preprint. |
Siddique Latif, Muhammad Asim, Rajib Rana, Sara Khalifa, Raja Jurdak and Björn W. Schuller. 2020. Augmenting generative adversarial networks for speech emotion recognition. In Helen Meng, Bo Xu and Thomas Zheng (Ed.). Interspeech 2020, Shanghai, China, 25-29 October 2020. ISCA, 521-525. DOI: 10.21437/interspeech.2020-3194 |
Ömer Sümer, Peter Gerjets, Ulrich Trautwein and Enkelejda Kasneci. in press. Automated anonymisation of visual and audio data in classroom studies. preprint. |
Yekta Said Can and M. Erdem Kabadayı. 2020. Automatic CNN-based arabic numeral spotting and handwritten digit recognition by using deep transfer learning in ottoman population registers. Applied Sciences 10, 16, 5430. DOI: 10.3390/app10165430 |
Ziping Zhao, Zhongtian Bao, Zixing Zhang, Jun Deng, Nicholas Cummins, Haishuai Wang, Jianhua Tao and Björn Schuller. 2020. Automatic assessment of depression from speech via a hierarchical attention transfer network and attention autoencoders. IEEE Journal of Selected Topics in Signal Processing 14, 2, 423-434. DOI: 10.1109/jstsp.2019.2955012 |
Georgios Rizos and Björn W. Schuller. 2020. Average Jane, where art thou? - Recent avenues in efficient machine learning under subjectivity uncertainty. In Marie-Jeanne Lesot, Susana Vieira, Marek Z. Reformat, João Paulo Carvalho, Anna Wilbik, Bernadette Bouchon-Meunier and Ronald R. Yager (Ed.). Information Processing and Management of Uncertainty in Knowledge-Based Systems: 18th International Conference, IPMU 2020, Lisbon, Portugal, June 15–19, 2020, Proceedings, Part I. Springer International, Cham (Communications in Computer and Information Science ; 1237), 42-55. DOI: 10.1007/978-3-030-50146-4_4 |
Maria Pateraki, Konstantinos Fysarakis, Vangelis Sakkalis, Georgios Spanoudakis, Iraklis Varlamis, Michail Maniadakis, Manolis Lourakis, Sotiris Ioannidis, Nicholas Cummins, Björn Schuller, Evangelos Loutsetis and Dimitrios Koutsouris. 2020. Biosensors and internet of things in smart healthcare applications: challenges and opportunities. In Nilanjan Dey, Amira S. Ashour, Simon James Fong and Chintan Bhatt (Ed.). Wearable and implantable medical devices: applications and challenges. Elsevier, Amsterdam [u.a.], 25-53. DOI: 10.1016/b978-0-12-815369-7.00002-1 |
Alexander Knapp and Markus Roggenbach. 2020. Book Review: André Platzer: Logical foundations of cyber-physical systems. Springer International Publishing, 2018, XXXI+639 pp, ISBN: 978-3-319-63587-3 (Hardcover, $39.99). Formal Aspects of Computing 32, 1, 149-151. DOI: 10.1007/s00165-020-00510-7 |
Wenzel Baron Pilar von Pilchau, Anthony Stein and Jörg Hähner. 2020. Bootstrapping a DQN replay memory with synthetic experiences. In Juan Julian Merelo, Jonathan Garibaldi, Christian Wagner, Thomas Bäck, Kurosh Madani and Kevin Warwick (Ed.). Proceedings of the 12th International Joint Conference on Computational Intelligence (IJCCI 2020), November 2-4, 2020. SciTePress, Setúbal, 404-411. DOI: 10.5220/0010107904040411 |
Tobias Mömke and Andreas Wiese. 2020. Breaking the barrier of 2 for the storage allocation problem. In Artur Czumaj, Anuj Dawar and Emanuela Merelli (Ed.). 47th International Colloquium on Automata, Languages, and Programming (ICALP 2020). Schloss Dagstuhl - Leibniz-Zentrum für Informatik GmbH, Wadern (LIPIcs - Leibniz International Proceedings in Informatics ; 168), 86:1-86:19. DOI: 10.4230/LIPIcs.ICALP.2020.86 |
Sergei Yakneen, S. M. Waszak, Michael Gertz, Jan O. Korbel and Matthias Schlesner. 2020. Butler enables rapid cloud-based analysis of thousands of human genomes. Nature Biotechnology 38, 3, 288-292. DOI: 10.1038/s41587-019-0360-3 |
Guoqiao Zheng, Calogerina Catalano, Obul Reddy Bandapalli, Nagarajan Paramasivam, Subhayan Chattopadhyay, Matthias Schlesner, Rolf Sijmons, Akseli Hemminki, Dagmara Dymerska, Jan Lubinski, Kari Hemminki and Asta Försti. 2020. Cancer predisposition genes in cancer-free families. Cancers 12, 10, 2770. DOI: 10.3390/cancers12102770 |
Panpan Wu, Xuanchao Sun, Ziping Zhao, Haishuai Wang, Shirui Pan and Björn Schuller. 2020. Classification of lung nodules based on deep residual networks and migration learning. Computational Intelligence and Neuroscience 2020, 8975078. DOI: 10.1155/2020/8975078 |
Stefan Bittner, Falk Steffen, Timo Uphaus, Muthuraman Muthuraman, Vinzenz Fleischer, Anke Salmen, Felix Luessi, Achim Berthele, Luisa Klotz, Sven G. Meuth, Antonios Bayas, Friedemann Paul, Hans-Peter Hartung, Ralf Linker, Christoph Heesen, Martin Stangel, Brigitte Wildemann, Florian Then Bergh, Björn Tackenberg, Tania Kuempfel, Frank Weber, Uwe K. Zettl, Ulf Ziemann, Hayrettin Tumani, Sergiu Groppa, Mark Mühlau, Carsten Lukas, Bernhard Hemmer, Heinz Wiendl, Ralf Gold and Frauke Zipp. 2020. Clinical implications of serum neurofilament in newly diagnosed MS patients: a longitudinal multicentre cohort study. EBioMedicine 56, 102807. DOI: 10.1016/j.ebiom.2020.102807 |
Hanna Wecker, Annemarie Friedrich and Heike Adel. 2020. ClusterDataSplit: exploring challenging clustering-based data splits for model performance evaluation. In Steffen Eger, Yang Gao, Maxime Peyrad, Wei Zhao, Eduard Hovy (Eds.). Proceedings of the First Workshop on Evaluation and Comparison of NLP Systems, November 20, 2022, online. Association for Computational Linguistics, Stroudsburg, PA, 155-163 DOI: 10.18653/v1/2020.eval4nlp-1.15 |
Michael Olbrich, Arwed Schütz, Koustav Kanjilal, Tamara Bechtold, Ulrike Wallrabe and Christoph Ament. 2020. Co-design and control of a magnetic microactuator for freely moving platforms. Proceedings 64, 1, 23. DOI: 10.3390/iecat2020-08494 |
Başak Öztürk, Johannes Werner, Jan P. Meier-Kolthoff, Boyke Bunk, Cathrin Spröer and Dirk Springael. 2020. Comparative genomics suggests mechanisms of genetic adaptation toward the catabolism of the phenylurea herbicide linuron in Variovorax. Genome Biology and Evolution 12, 6, 827-841. DOI: 10.1093/gbe/evaa085 |
Panagiotis Tzirakis, Alexander Shiarella, Robert Ewers and Björn W. Schuller. 2020. Computer audition for continuous rainforest occupancy monitoring: the case of Bornean gibbons' call detection. In Helen Meng, Bo Xu, Thomas Zheng (Eds.). Interspeech 2020, Shanghai, China, 25-29 October 2020. ISCA, 1211-1215 DOI: 10.21437/interspeech.2020-2655 |
Kun Qian, Xiao Li, Haifeng Li, Shengchen Li, Wei Li, Zuoliang Ning, Shuai Yu, Limin Hou, Gang Tang, Jing Lu, Feng Li, Shufei Duan, Chengcheng Du, Yao Cheng, Yujun Wang, Lin Gan, Yoshiharu Yamamoto and Björn W. Schuller. 2020. Computer audition for healthcare: opportunities and challenges. Frontiers in Digital Health 2, 5. DOI: 10.3389/fdgth.2020.00005 |
Mostafa M. Mohamed and Björn W. Schuller. 2020. ConcealNet: an end-to-end neural network for packet loss concealment in deep speech emotion recognition. preprint. |
Alice Baird and Björn Schuller. 2020. Considerations for a more ethical approach to data in AI: on data representation and infrastructure. Frontiers in Big Data 3, 25. DOI: 10.3389/fdata.2020.00025 |
Imre Kukel, Alexander Trumpp, Katrin Plötze, Antje Rost, Sebastian Zaunseder, Klaus Matschke and Stefan Rasche. 2020. Contact-free optical assessment of changes in the chest wall perfusion after coronary artery bypass grafting by imaging photoplethysmography. Applied Sciences 10, 18, 6537. DOI: 10.3390/app10186537 |
Vinzenz Fleischer, Muthuraman Muthuraman, Abdul Rauf Anwar, Gabriel Gonzalez-Escamilla, Angela Radetz, René-Maxime Gracien, Stefan Bittner, Felix Luessi, Sven G. Meuth, Frauke Zipp and Sergiu Groppa. 2020. Continuous reorganization of cortical information flow in multiple sclerosis: a longitudinal fMRI effective connectivity study. Scientific Reports 10, 1, 806. DOI: 10.1038/s41598-020-57895-x |
Haralampos Gouveris, Katharina Bahr, Elena Schmitt, Ali Abriani, Tjarko Boekstegers, Sanja Fassnacht, Tilman Huppertz, Sergiu Groppa and Muthuraman Muthuraman. 2020. Corticoperipheral neuromuscular disconnection in obstructive sleep apnoea. Brain Communications 2, 1, fcaa056. DOI: 10.1093/braincomms/fcaa056 |
Benjamin Bisping, Uwe Nestmann and Kirstin Peters. 2020. Coupled similarity: the first 32 years. Acta Informatica 57, 3-5, 439-463. DOI: 10.1007/s00236-019-00356-4 |
Muthuraman Muthuraman, Vinzenz Fleischer, Julia Kroth, Dumitru Ciolac, Angela Radetz, Nabin Koirala, Gabriel Gonzalez-Escamilla, Heinz Wiendl, Sven G. Meuth, Frauke Zipp and Sergiu Groppa. 2020. Covarying patterns of white matter lesions and cortical atrophy predict progression in early MS. Neurology, Neuroimmunology & Neuroinflammation 7, 3, e681. DOI: 10.1212/nxi.0000000000000681 |
Muthuraman Muthuraman, Manuel Bange, Nabin Koirala, Dumitru Ciolac, Bogdan Pintea, Martin Glaser, Gerd Tinkhauser, Peter Brown, Günther Deuschl and Sergiu Groppa. 2020. Cross-frequency coupling between gamma oscillations and deep brain stimulation frequency in Parkinson's disease. Brain 143, 11, 3393-3407. DOI: 10.1093/brain/awaa297 |
Lukas Stappen, Fabian Brunn and Björn W. Schuller. in press. Cross-lingual zero-and few-shot hate speech detection utilising frozen transformer language models and AXEL. preprint. |
Rabea Wagener, Susanne Bens, Umut H. Toprak, Julian Seufert, Cristina López, Ingrid Scholz, Heidi Herbrueggen, Ilske Oschlies, Stephan Stilgenbauer, Matthias Schlesner, Wolfram Klapper, Birgit Burkhardt and Reiner Siebert. 2020. Cryptic insertion of MYC exons 2 and 3 into the immunoglobulin heavy chain locus detected by whole genome sequencing in a case of "MYC-negative" Burkitt lymphoma. Haematologica 105, 4, e202-e205. DOI: 10.3324/haematol.2018.208140 |
Yekta Said Can and M. Erdem Kabadayi. 2020. Curation of historical Arabic handwritten digit datasets from Ottoman population registers: a deep transfer learning case study. In Srinivas Aluru, Chengxiang Zhai, Chris Jermaine, Xintao Wu, Li Xiong (Eds.). 2020 IEEE International Conference on Big Data (Big Data), 10-13 December 2020, Atlanta, GA, USA. IEEE, Piscataway, NJ, 1853-1860 DOI: 10.1109/bigdata50022.2020.9378445 |
Arturas Kaklauskas, Edmundas Kazimieras Zavadskas, Björn Schuller, Natalija Lepkova, Gintautas Dzemyda, Jurate Sliogeriene and Olga Kurasova. 2020. Customized ViNeRS method for video neuro-advertising of green housing. International Journal of Environmental Research and Public Health 17, 7, 2244. DOI: 10.3390/ijerph17072244 |
Silvan Mertes, Andreas Margraf, Christoph Kommer, Steffen Geinitz and Elisabeth André. 2020. Data augmentation for semantic segmentation in the context of carbon fiber defect detection using adversarial learning. In Ana Fred and Kurosh Madani (Ed.). Proceedings of the 1st International Conference on Deep Learning Theory and Applications - Volume 1: DeLTA, July 8-10, 2020. SciTePress, Setúbal, 59-67. DOI: 10.5220/0009823500590067 |
Joseph Hirsch, Martin Neumayer, Hella Ponsar, Oliver Kosak and Wolfgang Reif. 2020. Deadlock avoidance for multiple tasks in a self-organizing production cell. In Tarek El-Ghazari, Manish Parashar, Jan-Philipp Steghöfer (Eds.). 1st IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS) 2020, 17-21 August 2020, Washington, DC, USA. IEEE, Piscataway, NJ, 178-187 DOI: 10.1109/ACSOS49614.2020.00040 |
Moritz Einfalt and Rainer Lienhart. 2020. Decoupling video and human motion: towards practical event detection in athlete recordings. In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops 2020, Seattle, WA, USA, June 2020. IEEE, Piscataway, NJ, 3901-3910 DOI: 10.1109/CVPRW50498.2020.00454 |
Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak and Björn W. Schuller. 2020. Deep architecture enhancing robustness to noise, adversarial attacks, and cross-corpus setting for speech emotion recognition. In Helen Meng, Bo Xu and Thomas Zheng (Ed.). Interspeech 2020, Shanghai, China, 25-29 October 2020. ISCA, 2327-2331. DOI: 10.21437/interspeech.2020-3190 |
Alexis Deighton MacIntyre, Georgios Rizos, Anton Batliner, Alice Baird, Shahin Amiriparian, Antonia Hamilton and Björn W. Schuller. 2020. Deep attentive end-to-end continuous breath sensing from speech. In Helen Meng, Bo Xu and Thomas Zheng (Ed.). Interspeech 2020, Shanghai, China, 25-29 October 2020. ISCA, 2082-2086. DOI: 10.21437/interspeech.2020-2832 |
Shahin Amiriparian, Maximilian Schmitt, S. Ottl, M. Gerczuk and Björn Schuller. 2020. Deep unsupervised representation learning for audio-based medical applications. In L. Nanni, S. Brahnam, S. Ghidoni, R. Brattin and L. Jain (Ed.). Deep learners and deep learner descriptors for medical applications. Springer, Berlin (Intelligent Systems Reference Library (ISRL)), 137-164. |
Eleni Bila, Simon Doherty, Brijesh Dongol, John Derrick, Gerhard Schellhorn and Heike Wehrheim. 2020. Defining and verifying durable opacity: correctness for persistent software transactional memory. Lecture Notes in Computer Science 12136, 39-58. DOI: 10.1007/978-3-030-50086-3_3 |
Julia Rauscher and Bernhard Bauer. 2020. Design optimization of IoT models: structured safety and security flaw identification. In Boris Shishkov (Ed.). Business Modeling and Software Design: 10th International Symposium, BMSD 2020, Berlin, Germany, July 6-8, 2020; Proceedings. Springer, Cham (Lecture Notes in Business Information Processing ; 391), 84-102. DOI: 10.1007/978-3-030-52306-0_6 |
Andreas Seiderer, Hannes Ritschel and Elisabeth André. 2020. Development of a privacy-by-design speech assistant providing nutrient information for German seniors. In Catia Prandi and Johann Marquez-Barja (Ed.). GoodTechs '20: Proceedings of the 6th EAI International Conference on Smart Objects and Technologies for Social Good, Antwerp, Belgium, September 2020. ACM, New York, NY, 114-119. DOI: 10.1145/3411170.3411227 |
Frank Kramer, Wolfgang Reif, Matthias Schmidt, Thomas Schneider, Karin Thieme and Theo Ungerer. 2020. Die Fakultät für Angewandte Informatik: partnerschaftliche Lösungen für globale Herausforderungen. In Hubert Zapf (Ed.). Wissenschaft, Kreativität, Verantwortung - 50 Jahre Universität Augsburg. Schnell & Steiner, Regensburg, 182-199. |
Michael Seufert, Julian Kargl, Johannes Schauer, Andreas Nuchter and Tobias Hoßfeld. 2020. Different points of view: impact of 3D point cloud reduction on QoE of rendered images. In Andrew Hines, Niall Murray (Eds.). Twelfth International Conference on Quality of Multimedia Experience (QoMEX), 26-28 May 2020, Athlone, Ireland. IEEE, Piscataway, NJ, 1-6 DOI: 10.1109/qomex48832.2020.9123143 |
Michael Örtl, Felix Holl, Marina Fotteler, Frank Kramer, Andreas Mahler, Dominik Merli, Elisabeth Veronica Mess, Stefanie Schmid, Alexandra Teynor, Petra Friedrich and Walter Swoboda. 2020. Digitalizing nursing in the Bavarian Swabia region of Germany: presentation of the joint project CARE REGIO. Studies in Health Technology and Informatics 272, 265-266. DOI: 10.3233/shti200545 |
Jakob S. Kottmann, Florian A. Bischoff and Edward F. Valeev. 2020. Direct determination of optimal pair-natural orbitals in a real-space representation: the second-order Moller–Plesset energy. The Journal of Chemical Physics 152, 7, 074105. DOI: 10.1063/1.5141880 |
Rui Wang, Nan Yang, Jörg Stückler and Daniel Cremers. 2020. DirectShape: direct photometric alignment of shape priors for visual vehicle pose and shape estimation. In 2020 IEEE International Conference on Robotics and Automation (ICRA), 31 May - 31 August 2020, Paris, France. IEEE, Piscataway, NJ, 11067-11073 DOI: 10.1109/ICRA40945.2020.9197095 |
A. Hossen, G. Deuschl, S. Groppa, U. Heute and Muthuraman Muthuraman. 2020. Discrimination of physiological tremor from pathological tremor using accelerometer and surface EMG signals. Technology and Health Care 28, 5, 461-476. DOI: 10.3233/thc-191947 |
Tobias Roider, Julian Seufert, Alexey Uvarovskii, Felix Frauhammer, Marie Bordas, Nima Abedpour, Marta Stolarczyk, Jan-Philipp Mallm, Sophie A. Herbst, Peter-Martin Bruch, Hyatt Balke-Want, Michael Hundemer, Karsten Rippe, Benjamin Goeppert, Martina Seiffert, Benedikt Brors, Gunhild Mechtersheimer, Thorsten Zenz, Martin Peifer, Björn Chapuy, Matthias Schlesner, Carsten Müller-Tidow, Stefan Fröhling, Wolfgang Huber, Simon Anders and Sascha Dietrich. 2020. Dissecting intratumour heterogeneity of nodal B-cell lymphomas at the transcriptional, genetic and drug-response levels. Nature Cell Biology 22, 7, 896-906. DOI: 10.1038/s41556-020-0532-x |
Kirstin Peters and Uwe Nestmann. 2020. Distributability of mobile ambients. Information and Computation 275, 104608. DOI: 10.1016/j.ic.2020.104608 |
Scott Thiebes, Matthias Schlesner, Benedikt Brors and Ali Sunyaev. 2020. Distributed Ledger Technology in genomics: a call for Europe. European Journal of Human Genetics 28, 2, 139-140. DOI: 10.1038/s41431-019-0512-4 |
Lukas Stappen, Xinchen Du, Vincent Karas, Stefan Müller and Björn W. Schuller. in press. Domain adaptation with joint learning for generic, optical car part recognition and detection systems (Go-CaRD). preprint. |
Antonio Fasano, Stefan Dukic, Amina Coffey, Teresa Buxo, Roisin McMackin, Rangariroyashe Hannah Chipika, Mark Heverin, Peter Bede, Muthuraman Muthuraman, Madeleine M. Lowery, Richard Carson, Bahman Nasseroleslami and Orla Hardiman. 2020. EEG β-power and β-synchrony in the sensorimotor network as a potential biomarker for disease severity and progression of motor symptoms in ALS (4029) [Poster]. Neurology 94, 15 Supplement. DOI: 10.1212/WNL.94.15_supplement.4029 |
Matthias Kraus, Nicolas Wagner and Wolfgang Minker. 2020. Effects of proactive dialogue strategies on human-computer trust. In Tsvi Kuflik, Ilaria Torre, Robin Burke, Cristina Gena (Eds.). UMAP '20: proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization, July 14-17 2020, Genoa, Italy. ACM, New York, NY, 107-116 DOI: 10.1145/3340631.3394840 |
Florian B. Pokorny, Katrin D. Bartl-Pokorny, Dajie Zhang, Peter B. Marschik, Dagmar Schuller and Björn Schuller. 2020. Efficient collection and representation of preverbal data in typical and atypical development. Journal of Nonverbal Behavior 44, 419-436. DOI: 10.1007/s10919-020-00332-4 |
Dominik Schiller, Silvan Mertes and Elisabeth André. 2020. Embedded emotions - a data driven approach to learn transferable feature representations from raw speech input for emotion recognition. preprint. |
Srividya Tirunellai Rajamani, Kumar Rajamani and Björn Schuller. 2020. Emotion and theme recognition in music using attention-based methods. In Steven Hicks, Debesh Jha, Konstantin Pogorelov, Alba García Seco De Herrera, Dmitry Bogdanov, Pierre-Etienne Martin, Stelios Andreadis, Minh-Son Dao, Zhuoran Liu, José Vargas-Quirós, Benjamin Kille and Martha Larson (Ed.). MediaEval 2020 - Multimedia Benchmark Workshop 2020: Workshop Notes, Proceedings of the MediaEval 2020 Workshop, Online, 14-15 December 2020. CEUR-WS (CEUR Workshop Proceedings ; Vol-2882), 27. |
Andrea Fendt, Christian Mannweiler, Katja Ludwig, Lars Christoph Schmelz and Bernhard Bauer. 2020. End-to-end mobile network slice embedding leveraging edge computing. In Pal Varga, Doug Zuckerman, Lisandro Zambenedetti Granville, Peter Orosz and Jérôme François (Ed.). NOMS 2020 - 2020 IEEE/IFIP Network Operations and Management Symposium, 20-24 April 2020, Budapest, Hungary. IEEE, Piscataway, NJ, 1-7. DOI: 10.1109/NOMS47738.2020.9110442 |
Catharine Oertel, Ginevra Castellano, Mohamed Chetouani, Jauwairia Nasir, Mohammad Obaid, Catherine Pelachaud and Christopher Peters. 2020. Engagement in human-agent interaction: an overview. Frontiers in Robotics and AI 7, 92. DOI: 10.3389/frobt.2020.00092 |
Zhao Ren, Jing Han, Nicholas Cummins and Björn Schuller. 2020. Enhancing transferability of black-box adversarial attacks via lifelong learning for speech emotion recognition models. In Helen Meng, Bo Xu and Thomas Zheng (Ed.). Proceedings: Interspeech 2020, 25-29 October 2020, Shanghai. ISCA Archive, 496-500. DOI: 10.21437/interspeech.2020-1869 |
Nikolas Klug, Moritz Einfalt, Stephan Brehm and Rainer Lienhart. 2020. Error bounds of projection models in weakly supervised 3D human pose estimation. In 2020 International Conference on 3D Vision (3DV), Fukuoka, Japan, 25-28 November 2020. IEEE, Piscataway, NJ, 898-907 DOI: 10.1109/3DV50981.2020.00100 |
Richard Nordsieck, Michael Heider, Andreas Angerer and Jörg Hähner. 2020. Evaluating the effect of user-given guiding attention on the learning process. In Esam El-Araby, Sven Tomforde, Timothy Wood, Pradeep Kumar, Claudia Raibulet, Ioan Petri, Gabriele Valentini, Phyllis Nelson and Barry Porter (Ed.). 2020 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS), 17-21 August 2020, Washington, DC, USA. IEEE, Piscataway, NJ, 215-221. DOI: 10.1109/acsos49614.2020.00044 |
Johanna Magdalena Kuch and Saskia Johanna Wiedenroth. 2020. Evaluation of interactive sound in a gamified learning application. In Luis Gómez Chova, Agustín López Martínez, Ignacio Candel Torres (Eds.). ICERI2020 Proceedings: 13th annual International Conference of Education, Research and Innovation, 9-10 November, 2020, online. IATED Academy, Valencia, 4355-4364 DOI: 10.21125/iceri.2020.0963 |
Chi Tai Dang, Ilhan Aslan, Andreas Seiderer and Elisabeth André. 2020. Exploring ambient air quality notifications for smart rooms. In Catia Prandi and Johann Marquez-Barja (Ed.). Proceedings of the 6th EAI International Conference on Smart Objects and Technologies for Social Good, Antwerp, Belgium, September 2020. ACM, New York, NY, 102-107. DOI: 10.1145/3411170.3411229 |
Jing Han, Zixing Zhang, Zhao Ren and Björn Schuller. 2020. Exploring perception uncertainty for emotion recognition in dyadic conversation and music listening. Cognitive Computation 13, 231-240. DOI: 10.1007/s12559-019-09694-4 |
Davide Bilò, Tobias Friedrich, Pascal Lenzner, Anna Melnichenko and Louise Molitor. 2020. Fair tree connection games with topology-dependent edge cost. In Nitin Saxena, Sunil Simon (Eds.). 40th IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science (FSTTCS 2020), December 14–18, 2020, virtual conference. Schloss Dagstuhl – Leibniz-Zentrum für Informatik, Dagstuhl, 15:1-15:15 DOI: 10.4230/LIPIcs.FSTTCS.2020.15 |
Fabian Stieler, Fabian Rabe and Bernhard Bauer. 2020. Federated medical data - how much can deep learning models benefit? [Poster]. In AMIA 2020 Virtual Clinical Informatics Converence, May 19-21. |
Nicholas Cummins and Björn W. Schuller. 2020. Five crucial challenges in digital health. Frontiers in Digital Health 2, 536203. DOI: 10.3389/fdgth.2020.536203 |
Hagen Echzell, Tobias Friedrich, Pascal Lenzner and Anna Melnichenko. 2020. Flow-based network creation games. In Christian Bessiere (Ed.). Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence 2020, Yokohama, Japan, January 2021. International Joint Conferences on Artificial Intelligence Organization (IFCAI), 139-145 DOI: 10.24963/ijcai.2020/20 |
Simon Stieber, Niklas Schröter, Alexander Schiendorfer, Alwin Hoffmann and Wolfgang Reif. 2020. FlowFrontNet: improving carbon composite manufacturing with CNNs. In European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases - ECML PKDD 2020, 14-18 September 2020. |
Mohamed Benouis, Leandro D. Medus, Mohamed Saban, Grzegorz Łabiak and Alfredo Rosado-Muñoz. 2020. Food tray sealing fault detection using hyperspectral imaging and PCANet. IFAC-PapersOnLine 53, 2, 7845-7850. DOI: 10.1016/j.ifacol.2020.12.1955 |
Justin P. Whalley, Ivo Buchhalter, Esther Rheinbay, Keiran M. Raine, Miranda D. Stobbe, Kortine Kleinheinz, Johannes Werner, Sergi Beltran, Marta Gut, Daniel Hübschmann, Barbara Hutter, Dimitri Livitz, Marc D. Perry, Mara Rosenberg, Gordon Saksena, Jean-Rémi Trotta, Roland Eils, Daniela S. Gerhard, Peter J. Campbell, Matthias Schlesner and Ivo G. Gut. 2020. Framework for quality assessment of whole genome cancer sequences. Nature Communications 11, 1, 5040. DOI: 10.1038/s41467-020-18688-y |
Zhao Ren, Alice Baird, Jing Han, Zixing Zhang and Björn Schuller. 2020. Generating and protecting against adversarial attacks for deep speech-based emotion recognition models. In Ana I. Pérez-Neira, Xavier Mestre, Pau Closas and Monica Bugallo (Ed.). International Conference on Acoustics, Speech and Signal Processing (ICASSP 2020, Barcelona, Spain, 4-8 May 2020. IEEE, New York, NY, 7184-7188. DOI: 10.1109/icassp40776.2020.9054087 |
Lukas Rosenbauer, Anthony Stein and Jörg Hähner. 2020. Generic approaches for parallel rule matching in learning classifier systems. In Carlos Artemio Coello Coello (Ed.). Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, July 2020, Cancún, Mexico. ACM, New York, NY, 1789-1797. DOI: 10.1145/3377929.3398102 |
Dina Cramer, Johanna Mazur, Octavio Espinosa, Matthias Schlesner, Daniel Hübschmann, Roland Eils and Eike Staub. 2020. Genetic interactions and tissue specificity modulate the association of mutations with drug response. Molecular Cancer Therapeutics 19, 3, 927-936. DOI: 10.1158/1535-7163.mct-19-0045 |
Nikolaos Strepis, Henry D. Naranjo, Jan P. Meier-Kolthoff, Markus Göker, Nicole Shapiro, Nikos Kyrpides, Hans-Peter Klenk, Peter J. Schaap, Alfons J. M. Stams and Diana Z. Sousa. 2020. Genome-guided analysis allows the identification of novel physiological traits in Trichococcus species. BMC Genomics 21, 1, 24. DOI: 10.1186/s12864-019-6410-x |
Soo-Zin Kim-Wanner, Yassen Assenov, Mridul B. Nair, Dieter Weichenhan, Axel Benner, Natalia Becker, Katharina Landwehr, Ruprecht Kuner, Holger Sültmann, Manel Esteller, Ina Koch, Michael Lindner, Michael Meister, Michael Thomas, Matthias Bieg, Ursula Klingmüller, Matthias Schlesner, Arne Warth, Benedikt Brors, Erhard Seifried, Halvard Bönig, Christoph Plass, Angela Risch and Thomas Muley. 2020. Genome-wide DNA methylation profiling in early stage I lung adenocarcinoma reveals predictive aberrant methylation in the promoter region of the long noncoding RNA PLUT: an exploratory study. Journal of Thoracic Oncology 15, 8, 1338-1350. DOI: 10.1016/j.jtho.2020.03.023 |
Lina Sieverling, Chen Hong, Sandra D. Koser, Philip Ginsbach, Kortine Kleinheinz, Barbara Hutter, Delia M. Braun, Isidro Cortés-Ciriano, Ruibin Xi, Rolf Kabbe, Peter J. Park, Roland Eils, Matthias Schlesner, Benedikt Brors, Karsten Rippe, David T. W. Jones and Lars Feuerbach. 2020. Genomic footprints of activated telomere maintenance mechanisms in cancer. Nature Communications 11, 1, 733. DOI: 10.1038/s41467-019-13824-9 |
Pavlo Lutsik, Annika Baude, Daniela Mancarella, Simin Öz, Alexander Kühn, Reka Toth, Joschka Hey, Umut H. Toprak, Jinyeong Lim, Viet Ha Nguyen, Chao Jiang, Anand Mayakonda, Mark Hartmann, Felix Rosemann, Kersten Breuer, Dominik Vonficht, Florian Grünschläger, Suman Lee, Maren Kirstin Schuhmacher, Denis Kusevic, Anna Jauch, Dieter Weichenhan, Jozef Zustin, Matthias Schlesner, Simon Haas, Joo Hyun Park, Yoon Jung Park, Udo Oppermann, Albert Jeltsch, Florian Haller, Jörg Fellenberg, Anders M. Lindroth and Christoph Plass. 2020. Globally altered epigenetic landscape and delayed osteogenic differentiation in H3.3-G34W-mutant giant cell tumor of bone. Nature Communications 11, 1, 5414. DOI: 10.1038/s41467-020-18955-y |
Angela Radetz, Nabin Koirala, Julia Krämer, Andreas Johnen, Vinzenz Fleischer, Gabriel Gonzalez‐Escamilla, Manuela Cerina, Muthuraman Muthuraman, Sven G. Meuth and Sergiu Groppa. 2020. Gray matter integrity predicts white matter network reorganization in multiple sclerosis. Human Brain Mapping 41, 4, 917-927. DOI: 10.1002/hbm.24849 |
Gabriel Gonzalez‐Escamilla, Dumitru Ciolac, Silvia De Santis, Angela Radetz, Vinzenz Fleischer, Amgad Droby, Alard Roebroeck, Sven G. Meuth, Muthuraman Muthuraman and Sergiu Groppa. 2020. Gray matter network reorganization in multiple sclerosis from 7‐Tesla and 3‐Tesla MRI data. Annals of Clinical and Translational Neurology 7, 4, 543-553. DOI: 10.1002/acn3.51029 |
Sandra Ottl, Shahin Amiriparian, Maurice Gerczuk, Vincent Karas and Björn Schuller. 2020. Group-level speech emotion recognition utilising deep spectrum features. In Khiet Truong, Dirk Heylen, Mary Czerwinski, Nadia Berthouze, Mohamed Chetouani and Mikio Nakano (Ed.). ICMI '20: Proceedings of the 2020 International Conference on Multimodal Interaction, Virtual Event, Netherlands, October 25 - 29, 2020. ACM, New York, NY, 821-826. DOI: 10.1145/3382507.3417964 |
Y. Tian, C. Snoek, J. Wang, Z. Liu, Rainer Lienhart and S. Boll. 2020. Guest editorial: multimedia computing with interpretable machine learning. IEEE Transactions on Multimedia 22, 7, 1661-1666. DOI: 10.1109/tmm.2020.2991292 |
Zixing Zhang, Dimitris N. Metaxas, Hung-Yi Lee and Björn W. Schuller. 2020. Guest editorial: special issue on adversarial learning in computational intelligence. IEEE Transactions on Emerging Topics in Computational Intelligence 4, 4, 414-416. DOI: 10.1109/tetci.2020.3006295 |
Rico Amslinger, Christian Piatka, Florian Haas, Sebastian Weis, Theo Ungerer and Sebastian Altmeyer. 2020. Hardware multiversioning for fail-operational multithreaded applications. In Miguel Areias, Jorge Barbosa and Inês Dutra (Ed.). 2020 IEEE 32nd International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), 9-11 Sept. 2020, Porto, Portugal. IEEE, Piscataway, NJ, 20-27. DOI: 10.1109/sbac-pad49847.2020.00014 |
Albrecht Stenzinger, Volker Endris, Jan Budczies, Sabine Merkelbach-Bruse, Daniel Kazdal, Wolfgang Dietmaier, Nicole Pfarr, Udo Siebolts, Michael Hummel, Sylvia Herold, Johanna Andreas, Martin Zoche, Lars Tögel, Eugen Rempel, Jörg Maas, Diana Merino, Mark Stewart, Karim Zaoui, Matthias Schlesner, Hanno Glimm, Stefan Fröhling, Jeff Allen, David Horst, Gustavo Baretton, Claudia Wickenhauser, Markus Tiemann, Matthias Evert, Holger Moch, Thomas Kirchner, Reinhard Büttner, Peter Schirmacher, Andreas Jung, Florian Haller, Wilko Weichert and Manfred Dietel. 2020. Harmonization and standardization of panel-based tumor mutational burden measurement: real-world results and recommendations of the quality in pathology study. Journal of Thoracic Oncology 15, 7, 1177-1189. DOI: 10.1016/j.jtho.2020.01.023 |
Ziping Zhao, Zhongtian Bao, Zixing Zhang, Nicholas Cummins, Haishuai Wang and Björn Schuller. 2020. Hierarchical attention transfer networks for depression assessment from speech. In Ana I. Pérez-Neira, Xavier Mestre, Pau Closas and Monica Bugallo (Ed.). International Conference on Acoustics, Speech and Signal Processing (ICASSP 2020), Barcelona, Spain, 4-8 May 2020. IEEE, New York, NY, 7159-7163. DOI: 10.1109/icassp40776.2020.9053207 |
Shuo Liu, Jinlong Jiao, Ziping Zhao, Judith Dineley, Nicholas Cummins and Björn Schuller. 2020. Hierarchical component-attention based speaker turn embedding for emotion recognition. In Asim Roy (Ed.). International Joint Conference on Neural Networks (IJCNN 2020), Glasgow, UK, 19-24 July 2020. IEEE, New York, NY, 1-7. DOI: 10.1109/ijcnn48605.2020.9207374 |
Kazi Nazmul Haque, Rajib Rana and Björn Schuller. 2020. High-fidelity audio generation and representation learning with guided adversarial autoencoder. IEEE Access 8, 223509-223528. DOI: 10.1109/access.2020.3040797 |
Stephan Brehm, Sebastian Scherer and Rainer Lienhart. 2020. High-resolution dual-stage multi-level feature aggregation for single image and video deblurring. In Terry Boult, Gerard Medioni, Ramin Zabih, Eric Mortensen and Margaux Masson (Ed.). 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 14-19 June 2020, Seattle, WA, USA. IEEE, Piscataway, NJ, 1872-1881. DOI: 10.1109/cvprw50498.2020.00237 |
Sarah Wassermann, Pedro Casas, Michael Seufert, Nikolas Wehner, Joshua Schüler and Tobias Hoßfeld. 2020. How good is your mobile (web) surfing? Speed index inference from encrypted traffic [Poster]. In Proceedings of the SIGCOMM '20 Poster and Demo Sessions, August 10-14, 2020, Virtual event. ACM, New York, NY, 35-36 DOI: 10.1145/3405837.3411382 |
Yekta Said Can, Dilara Gokay, Dilruba Reyyan Kılıç, Deniz Ekiz, Niaz Chalabianloo and Cem Ersoy. 2020. How laboratory experiments can be exploited for monitoring stress in the wild: a bridge between laboratory and daily life. Sensors 20, 3, 838. DOI: 10.3390/s20030838 |
Yekta Said Can, Heather Iles-Smith, Niaz Chalabianloo, Deniz Ekiz, Javier Fernández-Álvarez, Claudia Repetto, Giuseppe Riva and Cem Ersoy. 2020. How to relax in stressful situations: a smart stress reduction system. Healthcare 8, 2, 100. DOI: 10.3390/healthcare8020100 |
Klaus Weber, Niklas Rach, Wolfgang Minker and Elisabeth André. 2020. How to win arguments: empowering virtual agents to improve their persuasiveness. Datenbank-Spektrum 20, 161-169. DOI: 10.1007/s13222-020-00345-9 |
Ziping Zhao, Qifei Li, Nicholas Cummins, Bin Liu, Haishuai Wang, Jianhua Tao and Björn Schuller. 2020. Hybrid network feature extraction for depression assessment from speech. In Helen Meng, Bo Xu and Thomas Zheng (Ed.). Proceedings: Interspeech 2020, 25-29 October 2020, Shanghai. ISCA Archive, 4956-4960. DOI: 10.21437/interspeech.2020-2396 |
Vedhas Pandit, Maximilian Schmitt, Nicholas Cummins and Björn Schuller. 2020. I see it in your eyes: training the shallowest-possible CNN to recognise emotions and pain from muted web-assisted in-the-wild video-chats in real-time. Information Processing & Management 57, 6, 102347. DOI: 10.1016/j.ipm.2020.102347 |
Daniela Choukair, Birgit Eberle, Philipp Vick, Pia Hermanns, Birgit Weiss, Nagarajan Paramasivam, Matthias Schlesner, Katharina Lornsen, Ralph Roeth, Carina Klutmann, Jennifer Kreis, Georg F. Hoffmann, Joachim Pohlenz, Gudrun A. Rappold and Markus Bettendorf. 2020. Identification of transient receptor potential channel 4-associated protein as a novel candidate gene causing congenital primary hypothyroidism. Hormone Research in Paediatrics 93, 1, 16-29. DOI: 10.1159/000507114 |
Filip Marković, Jan Carlson, Sebastian Altmeyer and Radu Dobrin. 2020. Improving the accuracy of cache-aware response time analysis using preemption partitioning. In Marcus Völp (Ed.). 32nd Euromicro Conference on Real-Time Systems (ECRTS 2020). Schloss Dagstuhl, Leibniz-Zentrum für Informatik, Dagstuhl (Leibniz International Proceedings in Informatics (LIPIcs) ; 165), 5:1-5:23. DOI: 10.4230/LIPIcs.ECRTS.2020.5 |
Marek Cmero, Ke Yuan, Cheng Soon Ong, Jan Schröder, Niall M. Corcoran, Tony Papenfuss, Christopher M. Hovens, Florian Markowetz, Geoff Macintyre and Matthias Schlesner. 2020. Inferring structural variant cancer cell fraction. Nature Communications 11, 1, 730. DOI: 10.1038/s41467-020-14351-8 |
Alice Baird, Meishu Song and Björn Schuller. 2020. Interaction with the soundscape: exploring emotional audio generation for improved individual wellbeing. Lecture Notes in Computer Science 12217, 229-242. DOI: 10.1007/978-3-030-50334-5_15 |
Simon Flutura, Andreas Seiderer, Tobias Huber, Katharina Weitz, Ilhan Aslan, Ruben Schlagowski, Elisabeth André and Joachim Rathmann. 2020. Interactive machine learning and explainability in mobile classification of forest-aesthetics. In Catia Prandi and Johann Marquez-Barja (Ed.). GoodTechs '20: Proceedings of the 6th EAI International Conference on Smart Objects and Technologies for Social Good, September 2020, Antwerp, Belgium. ACM, New York, NY, 90-95. DOI: 10.1145/3411170.3411225 |
Christian Piatka, Rico Amslinger, Florian Haas, Sebastian Weis, Sebastian Altmeyer and Theo Ungerer. 2020. Investigating transactional memory for high performance embedded systems. Lecture Notes in Computer Science 12155, 97-108. DOI: 10.1007/978-3-030-52794-5_8 |
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