Publications
Publication list Dr. Tobias Baur (incomplete):
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2024 |
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Dominik Schiller, Tobias Hallmen, Daksitha Withanage Don, Elisabeth André and Tobias Baur. in press. DISCOVER: a Data-driven Interactive System for Comprehensive Observation, Visualization, and ExploRation of human behaviour. preprint. DOI: 10.48550/arXiv.2407.13408 |
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Brian Schwartz, A. Vehlen, S. T. Eberhardt, Tobias Baur, Dominik Schiller, Tobias Hallmen, Elisabeth André and W. Lutz. in press. Going multimodal and multimethod using different data layers of video recordings to predict outcome in psychological therapy. Clinical Psychological Science (special issue on Multidisciplinary Clinical Psychological Science) . |
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Daksitha Senel Withanage Don, Dominik Schiller, Tobias Hallmen, Silvan Mertes, Tobias Baur, Florian Lingenfelser, Mitho Müller, Lea Kaubisch, Corinna Reck and Elisabeth André. 2024. Towards automated annotation of infant-caregiver engagement phases with multimodal foundation models. In ICMI '24: International Conference on Multimodel Interaction, San Jose, Costa Rica, November 4-8, 2024. ACM, New York, NY, 428-438 DOI: 10.1145/3678957.3685704 |
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Antonia Vehlen, Steffen Eberhardt, Brian Schwartz, Tobias Baur, Dominik Schiller, Tobias Hallmen, Elisabeth André and Wolfgang Lutz. 2024. Verstehst du mich? Die Qualität automatischer Transkriptionen von Therapievideos im Kontext von Emotionsanalysen [Abstract]. In Ulrich Ansorge, Daniel Gugerell, Ulrich Pomper, Bence Szaszkó, Lena Werner (Eds.). 53rd DGPs Congress / 15th ÖGP Conference, September 16-19, 2024, Vienna, Austria: abstracts. Universität Wien, Wien, 740-741 |
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2022 |
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Alexander Heimerl, Silvan Mertes, Tanja Schneeberger, Tobias Baur, Ailin Liu, Linda Becker, Nicolas Rohleder, Patrick Gebhard and Elisabeth André. in press. "GAN I hire you?" - A system for personalized virtual job interview training. preprint. DOI: 10.48550/arXiv.2206.03869 |
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Alexander Heimerl, Silvan Mertes, Tanja Schneeberger, Tobias Baur, Ailin Liu, Linda Becker, Nicolas Rohleder, Patrick Gebhard and Elisabeth André. 2022. Generating personalized behavioral feedback for a virtual job interview training system through adversarial learning. Lecture Notes in Computer Science 13355, 679-684. DOI: 10.1007/978-3-031-11644-5_67 |
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Lucas Bernhard, Fabrizio Nunnari, Amelie Unger, Judith Bauerdiek, Christian Dold, Marcel Hauck, Alexander Stricker, Tobias Baur, Alexander Heimerl, Elisabeth André, Melissa Reinecker, Cristina España-Bonet, Yasser Hamidullah, Stephan Busemann, Patrick Gebhard, Corinna Jäger, Sonja Wecker, Yvonne Kossel, Henrik Müller, Kristoffer Waldow, Arnulph Fuhrmann, Martin Misiak and Dieter Wallach. 2022. Towards automated sign language production: a pipeline for creating inclusive virtual humans. In Fillia Makedon (Ed.). PETRA '22: Proceedings of the 15th International Conference on PErvasive Technologies Related to Assistive Environments, 29 June - 1 July 2022, Corfu, Greece. ACM, New York, NY, 260-268 DOI: 10.1145/3529190.3529202 |
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Alexander Heimerl, Katharina Weitz, Tobias Baur and Elisabeth André. 2022. Unraveling ML models of emotion with NOVA: multi-level explainable AI for non-experts. IEEE Transactions on Affective Computing 13, 3, 1155-1167. DOI: 10.1109/taffc.2020.3043603 |
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Patrick Terhürne, Brian Schwartz, Tobias Baur, Dominik Schiller, Steffen T. Eberhardt, Elisabeth André and Wolfgang Lutz. 2022. Validation and application of the Non-Verbal Behavior Analyzer: an automated tool to assess non-verbal emotional expressions in psychotherapy. Frontiers in Psychiatry 13, 1026015. DOI: 10.3389/fpsyt.2022.1026015 |
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Markus Langer, Cornelius J. König, Rudolf Siegel, Therese Fredenhagen, Alexander G. Schunck, Viviane Hähne and Tobias Baur. 2022. Vocal-stress diary: a longitudinal investigation of the association of everyday work stressors and human voice features. Psychological Science 33, 7, 1027-1039. DOI: 10.1177/09567976211068110 |
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Alexander Heimerl, Linda Becker, Dominik Schiller, Tobias Baur, Fabian Wildgrube, Nicolas Rohleder and Elisabeth André. 2022. We've never been eye to eye: a pupillometry pipeline for the detection of stress and negative affect in remote working scenarios. In Fillia Makedon (Ed.). PETRA '22: proceedings of the 15th International Conference on Pervasive Technologies Related to Assistive Environments, 29 June - 1 July 2022, Corfu, Greece. ACM, New York, NY, 486-493 DOI: 10.1145/3529190.3534729 |
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2021 |
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Tanja Schneeberger, Mirella Hladky, Ann-Kristin Thurner, Jana Volkert, Alexander Heimerl, Tobias Baur, Elisabeth André and Patrick Gebhard. 2021. Towards a deeper modeling of emotions: the deep method and its application on shame. In 9th International Conference on Affective Computing and Intelligent Interaction (ACII), 28 September - 1 October 2021, Nara, Japan. IEEE, Piscataway, NJ, 21436835 DOI: 10.1109/acii52823.2021.9597446 |
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2020 |
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Alexander Heimerl, Tobias Baur and Elisabeth André. 2020. A transparent framework towards the context-sensitive recognition of conversational engagement. In Jörg Cassens, Rebekah Wegener, Anders Kofod-Petersen (Eds.). MRC 2020 - Modelling and Reasoning in Context 2020: proceedings of the Eleventh International Workshop Modelling and Reasoning in Context, co-located with the 24th European Conference on Artificial Intelligence (ECAI 2020), Santiago de Compostela, Galicia, Spain, August 29, 2020. RWTH, Aachen, 7-16 |
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Hannes Ritschel, Thomas Kiderle, Klaus Weber, Florian Lingenfelser, Tobias Baur and Elisabeth André. 2020. Multimodal joke generation and paralinguistic personalization for a socially-aware robot. Lecture Notes in Computer Science 12092, 278-290. DOI: 10.1007/978-3-030-49778-1_22 |
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Tobias Baur, Sina Clausen, Alexander Heimerl, Florian Lingenfelser, Wolfgang Lutz and Elisabeth André. 2020. NOVA: a tool for explanatory multimodal behavior analysis and its application to psychotherapy. Lecture Notes in Computer Science 11962, 577-588. DOI: 10.1007/978-3-030-37734-2_47 |
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Tobias Baur, Alexander Heimerl, Florian Lingenfelser, Johannes Wagner, Michel F. Valstar, Björn Schuller and Elisabeth André. 2020. eXplainable cooperative machine learning with NOVA. KI - Künstliche Intelligenz 34, 2, 143-164. DOI: 10.1007/s13218-020-00632-3 |
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2019 |
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Tobias Baur, Alexander Heimerl, Florian Lingenfelser and Elisabeth André. 2019. I see what you did there: understanding when to trust a ML model with NOVA. In 2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW), Cambridge, UK, 3-6 September 2019. IEEE, Piscataway, NJ, 77-78 DOI: 10.1109/ACIIW.2019.8925214 |
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Alexander Heimerl, Tobias Baur, Florian Lingenfelser, Johannes Wagner and Elisabeth André. 2019. NOVA - a tool for eXplainable Cooperative Machine Learning. In 2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII), 3-6 September 2019, Cambridge, UK. IEEE, Piscataway, NJ, 109-115 DOI: 10.1109/ACII.2019.8925519 |
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Chi Tai Dang, Ilhan Aslan, Florian Lingenfelser, Tobias Baur and Elisabeth André. 2019. Towards somaesthetic smarthome designs: exploring potentials and limitations of an affective mirror. In Proceedings of the 9th International Conference on the Internet of Things - IoT 2019, Bilbao, Spain, October 22 - 25, 2019. ACM Press, New York, NY, 22. DOI: 10.1145/3365871.3365893 |
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2018 |
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Johannes Wagner, Tobias Baur, Yue Zhang, Michel F. Valstar, Björn Schuller and Elisabeth André. 2018. Applying cooperative machine learning to speed up the annotation of social signals in large multi-modal corpora. preprint. |
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Tobias Baur. 2018. Cooperative and transparent machine learning for the context-sensitive analysis of social interactions. Dissertation, Universität Augsburg. . |
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Patrick Gebhard, Tanja Schneeberger, Tobias Baur and Elisabeth André. 2018. MARSSI: Model of Appraisal, Regulation, and Social Signal Interpretation. In Sven Koenig, Mehdi Dastani, Gita Sukthankar and Elisabeth André (Ed.). AAMAS '18 Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, Stockholm, Sweden, July 10 - 15, 2018. IFAAMAS - International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC, 497-506. |
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Johannes Wagner, Tobias Baur, Dominik Schiller, Yue Zhang, Björn Schuller, Michel Valstar and Elisabeth André. 2018. Show me what you've learned: applying cooperative machine learning for the semi-automated annotation of social signals. In IJCAI/ECAI 2018 Workshop on Explainable Artificial Intelligence (XAI), 13 July 2018, Stockholm, Sweden. |
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2017 |
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Hannes Ritschel, Tobias Baur and Elisabeth André. 2017. Adapting a robot's linguistic style based on socially-aware reinforcement learning. In Urbano J. Nunes, Eugenio Guglielmelli, Jorge Lobo and Bram Vanderborght (Ed.). 2017 26th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN), 28 Aug. - 1 Sept. 2017, Lisbon, Portugal. IEEE, Piscataway, NJ, 378-384. DOI: 10.1109/roman.2017.8172330 |
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Hannes Ritschel, Tobias Baur and Elisabeth André. 2017. Personalisierung der Mensch-Roboter-Interaktion durch sozial-sensitives Lernen. In 2. VDI-Fachkonferenz Humanoide Roboter 2017, Aschheim, Deutschland, 5.-6. Dezember 2017. |
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Angelo Cafaro, Johannes Wagner, Tobias Baur, Soumia Dermouche, Mercedes Torres Torres, Catherine Pelachaud, Elisabeth André and Michel Valstar. 2017. The NoXi database: multimodal recordings of mediated novice-expert interactions. In Edward Lank, Alessandro Vinciarelli, Eve Hoggan, Sriram Subramanian and Stephen A. Brewster (Ed.). Proceedings of the 19th ACM International Conference on Multimodal Interaction - ICMI 2017, Glasgow, UK, November 13 - 17, 2017. ACM Press, New York, NY, 350-359. DOI: 10.1145/3136755.3136780 |
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2016 |
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Michel Valstar, Soumia Dermouche, Catherine Pelachaud, Eduardo Coutinho, Björn Schuller, Yue Zhang, Dirk Heylen, Mariët Theune, Jelte van Waterschoot, Tobias Baur, Angelo Cafaro, Alexandru Ghitulescu, Blaise Potard, Johannes Wagner, Elisabeth André, Laurent Durieu and Matthew Aylett. 2016. Ask Alice: an artificial retrieval of information agent. In Yukiko I. Nakano, Elisabeth André, Toyoaki Nishida, Louis-Philippe Morency, Carlos Busso and Catherine Pelachaud (Ed.). Proceedings of the 18th ACM International Conference on Multimodal Interaction - ICMI 2016, Tokyo, Japan, November 12-16, 2016. ACM Press, New York, NY, 419-420. DOI: 10.1145/2993148.2998535 |
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Ionut Damian, Tobias Baur and Elisabeth André. 2016. Measuring the impact of multimodal behavioural feedback loops on social interactions. In Yukiko I. Nakano, Elisabeth André and Toyoaki Nishida (Ed.). Proceedings of the 18th ACM International Conference on Multimodal Interaction - ICMI 2016: Tokyo, Japan, November 12 - 16, 2016. ACM Press, New York, NY, 201-208. DOI: 10.1145/2993148.2993174 |
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Tobias Baur, Dominik Schiller and Elisabeth André. 2016. Modeling user’s social attitude in a conversational system. In Marko Tkalčič, Berardina De Carolis, Marco de Gemmis, Ante Odić and Andrej Košir (Ed.). Emotions and Personality in Personalized Services: Models, Evaluation and Applications. Springer International, Cham [u.a.] (Human–Computer Interaction Series), 181-199. DOI: 10.1007/978-3-319-31413-6_10 |
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2015 |
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Ionut Damian, Chiew Seng (Sean) Tan, Tobias Baur, Johannes Schöning, Kris Luyten and Elisabeth André. 2015. Augmenting social interactions: realtime behavioural feedback using social signal processing techniques. In Bo Begole and Jinwoo Kim (Ed.). Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems - CHI '15, Seoul, Republic of Korea, April 18 - 23, 2015. ACM Press, New York, NY, 565-574. DOI: 10.1145/2702123.2702314 |
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Tobias Baur, Gregor Mehlmann, Ionut Damian, Florian Lingenfelser, Johannes Wagner, Birgit Lugrin, Elisabeth André and Patrick Gebhard. 2015. Context-aware automated analysis and annotation of social human-agent interactions. ACM Transactions on Interactive Intelligent Systems 5, 2, 1-33. DOI: 10.1145/2764921 |
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Ionut Damian, Tobias Baur, Birgit Lugrin, Patrick Gebhard, Gregor Mehlmann and Elisabeth André. 2015. Games are better than books: in-situ comparison of an interactive job interview game with conventional training. In Cristina Conati, Neil Heffernan, Antonija Mitrovic and M. Felisa Verdejo (Ed.). Artificial intelligence in education: 17th International Conference, AIED 2015, Madrid, Spain, June 22-26, 2015. Springer, Cham (Lecture Notes in Computer Science ; 9112), 84-94. DOI: 10.1007/978-3-319-19773-9_9 |
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2014 |
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Gregor Mehlmann, Markus Häring, Kathrin Janowski, Tobias Baur, Patrick Gebhard and Elisabeth André. 2014. Exploring a model of gaze for grounding in multimodal HRI. In Albert Ali Salah, Jeffrey Cohn and Björn Schuller (Ed.). Proceedings of the 16th International Conference on Multimodal Interaction - ICMI '14, Istanbul, Turkey — November 12 - 16, 2014. ACM Press, New York, NY, 247-254. DOI: 10.1145/2663204.2663275 |
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Patrick Gebhard, Tobias Baur, Ionut Damian, Gregor Mehlmann, Johannes Wagner and Elisabeth André. 2014. Exploring interaction strategies for virtual characters to induce stress in simulated job interviews. In Ana Bazzan, Michael Huhns, Alessio Lomuscio, Paul Scerri (Eds.). AAMAS '14: Proceedings of the 13th International Conference on Autonomous Agents and Multiagent Systems, Paris, France — May 05 - 09, 2014. ACM, New York, NY, 661-668 |
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Hazael Jones, Nicolas Sabouret, Ionut Damian, Tobias Baur, Elisabeth André, Kaska Porayska-Pomsta and Paola Rizzo. 2014. Interpreting social cues to generate credible affective reactions of virtual job interviewers. preprint. |
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Maurizio Mancini, Laurent Ach, Emeline Bantegnie, Tobias Baur, Nadia Berthouze, Debajyoti Datta, Yu Ding, Stéphane Dupont, Harry J. Griffin, Florian Lingenfelser, Radoslaw Niewiadomski, Catherine Pelachaud, Olivier Pietquin, Bilal Piot, Jérôme Urbain, Gualtiero Volpe and Johannes Wagner. 2014. Laugh when you’re winning. In Yves Rybarczyk, Tiago Cardoso, João Rosas and Luis M. Camarinha-Matos (Ed.). Innovative and Creative Developments in Multimodal Interaction Systems: 9th IFIP WG 5.5 International Summer Workshop on Multimodal Interfaces, eNTERFACE 2013, Lisbon, Portugal, July 15 – August 9, 2013; Proceedings. Springer, Berlin (IFIP Advances in Information and Communication Technology ; 425), 50-79. DOI: 10.1007/978-3-642-55143-7_3 |
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Gregor Mehlmann, Kathrin Janowski, Tobias Baur, Markus Häring, Elisabeth André and Patrick Gebhard. 2014. Modeling gaze mechanisms for grounding in HRI. In Torsten Schaub, Gerhard Friedrich and Barry O'Sullivan (Ed.). Proceedings of the Twenty-first European Conference on Artificial Intelligence (ECAI'14), August 18-22, 2014, Prague, Czech Republic. IOS Press, Amsterdam, 1069-1070. DOI: 10.3233/978-1-61499-419-0-1069 |
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Ionut Damian, Johannes Schöning, Tobias Baur, Chiew Seng Sean Tan, Kris Luyten and Elisabeth André. 2014. Towards peripheral feedback-based realtime social behaviour coaching. In NordiCHI 2014 workshop on Interactions and Applications on See-through Technologies, Helsinki, Finland. |
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Kaśka Porayska-Pomsta, Paola Rizzo, Ionut Damian, Tobias Baur, Elisabeth André, Nicolas Sabouret, Hazaël Jones, Keith Anderson and Evi Chryssafidou. 2014. Who’s afraid of job interviews? Definitely a question for user modelling. In Vania Dimitrova, Tsvi Kuflik, David Chin, Francesco Ricci, Peter Dolog and Geert-Jan Houben (Ed.). User modeling, adaptation, and personalization: 22nd International Conference, UMAP 2014, Aalborg, Denmark, July 7-11, 2014. Springer, Cham (Lecture Notes in Computer Science ; 8538), 411-422. DOI: 10.1007/978-3-319-08786-3_37 |
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Ionut Damian, Chiew Seng Sean Tan, Tobias Baur, Johannes Schoning, Kris Luyten and Elisabeth André. 2014. [Poster] Exploring social augmentation concepts for public speaking using peripheral feedback and real-time behavior analysis. In Simon Julier, Robert W. Lindeman and Christian Sandor (Ed.). 2014 IEEE International Symposium on Mixed and Augmented Reality (ISMAR), 10-12 September 2014, Munich, Germany. IEEE, Los Alamitos, CA, 261-262. DOI: 10.1109/ismar.2014.6948440 |
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2013 |
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Tobias Baur, Ionut Damian, Patrick Gebhard, Kaska Porayska-Pomsta and Elisabeth André. 2013. A job interview simulation: social cue-based interaction with a virtual character. In 2013 International Conference on Social Computing, 8-14 September 2013, Alexandria, VA, USA. IEEE, Piscataway, NJ, 220-227. DOI: 10.1109/socialcom.2013.39 |
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Ionut Damian, Tobias Baur, Patrick Gebhard, Kaśka Porayska-Pomsta and Elisabeth André. 2013. A software framework for social cue-based interaction with a virtual recruiter. Lecture Notes in Computer Science 8108, 444-445. |
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Ionut Damian, Tobias Baur and Elisabeth André. 2013. Investigating social cue-based interaction in digital learning games. In Proceedings of the 1st International Workshop on Intelligent Digital Games for Empowerment and Inclusion (IDGEI 2013), held in conjunction with the 8th Foundations of Digital Games 2013 (FDG), ACM, SASDG Digital Library, Chania, Crete, Greece, 14 May 2013. Society for the Advancement of the Science of Digital Games |
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Radosław Niewiadomski, Jennifer Hofmann, Jerome Urbain, Tracey Platt, Johannes Wagner, Bilal Piot, Hüseyin Çakmak, Sathish Pammi, Tobias Baur, Stephane Dupont, Matthieu Geist, Florian Lingenfelser, Gary McKeown, Olivier Pietquin and Willibald Ruch. 2013. Laugh-aware virtual agent and its impact on user amusement. In Maria Gini, Onn Shehory, Takayuki Ito and Catholijn Jonker (Ed.). AAMAS '13 - Proceedings of the 2013 international conference on autonomous agents and multi-agent systems, St. Paul, MN, USA, May 06 - 10, 2013. International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC, 619-626. |
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Radoslaw Niewiadomski, Maurizio Mancini, Tobias Baur, Giovanna Varni, Harry Griffin and Min S. H. Aung. 2013. MMLI: Multimodal Multiperson Corpus of Laughter in Interaction. Lecture Notes in Computer Science 8212, 184-195. DOI: 10.1007/978-3-319-02714-2_16 |
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Kaśka Porayska-Pomsta, Keith Anderson, Ionut Damian, Tobias Baur, Elisabeth André, Sara Bernardini and Paola Rizzo. 2013. Modelling users’ affect in job interviews: technological demo. In Sandra Carberry, Stephan Weibelzahl, Alessandro Micarelli and Giovanni Semeraro (Ed.). User modeling, adaptation, and personalization: 21th International Conference, UMAP 2013, Rome, Italy, June 10-14, 2013. Springer, Berlin (Lecture Notes in Computer Science ; 7899), 353-355. DOI: 10.1007/978-3-642-38844-6_37 |
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Tobias Baur, Ionut Damian, Florian Lingenfelser, Johannes Wagner and Elisabeth André. 2013. NovA: automated analysis of nonverbal signals in social interactions. In Albert Ali Salah, Hayley Hung, Oya Aran and Hatice Gunes (Ed.). Human behavior understanding: 4th International Workshop, HBU 2013, Barcelona, Spain, October 22, 2013. Springer, Berlin [u.a.] (Lecture Notes in Computer Science ; 8212), 160-171. DOI: 10.1007/978-3-319-02714-2_14 |
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Keith Anderson, Elisabeth André, Tobias Baur, Sara Bernardini, M. Chollet, E. Chryssafidou, I. Damian, C. Ennis, A. Egges, P. Gebhard, H. Jones, M. Ochs, C. Pelachaud, Kaśka Porayska-Pomsta, P. Rizzo and Nicolas Sabouret. 2013. The TARDIS framework: intelligent virtual agents for social coaching in job interviews. In Dennis Reidsma, Haruhiro Katayose and Anton Nijholt (Ed.). Advances in computer entertainment: 10th International Conference, ACE 2013, Boekelo, The Netherlands, November 12-15, 2013. Springer, Berlin [u.a.] (Lecture Notes in Computer Science ; 8253), 476-491. DOI: 10.1007/978-3-319-03161-3_35 |
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Johannes Wagner, Florian Lingenfelser, Tobias Baur, Ionut Damian, Felix Kistler and Elisabeth André. 2013. The social signal interpretation (SSI) framework: multimodal signal processing and recognition in real-time. In Alejandro Jaimes, Nicu Sebe, Nozha Boujemaa, Daniel Gatica-Perez, David A. Shamma, Marcel Worring and Roger Zimmermann (Ed.). Proceedings of the 21st ACM International Conference on Multimedia - MM '13, Barcelona, Spain, October 21 - 25, 2013. ACM Press, New York, NY, 831-834. DOI: 10.1145/2502081.2502223 |
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2012 |
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Jérôme Urbain, Radoslaw Niewiadomski, Jennifer Hofmann, Emeline Bantegnie, Tobias Baur, Nadia Berthouze, Hüseyin Çakmak, Richard Thomas Cruz, Stephane Dupont, Matthieu Geist, Harry Griffin, Florian Lingenfelser, Maurizio Mancini, Miguel Miranda, Gary McKeown, Sathish Pammi, Olivier Pietquin, Bilal Piot, Tracey Platt, Willibald Ruch, Abhishek Sharma, Gualtiero Volpe and Johannes Wagner. 2012. Laugh machine. In Olivier Pietquin (Ed.). Proceedings of the 8th International Summer Workshop on Multimodal Interfaces (eNTERFACE 2012), July, 2nd - July, 27th 2012, Metz, France. Supelec, Metz, 13-34 |