TY - CHAP A1 - Schütt, Anan A1 - Huber, Tobias A1 - Nasir, Jauwairia A1 - Conati, Cristina A1 - André, Elisabeth T1 - Does Difficulty even Matter? Investigating Difficulty Adjustment and Practice Behavior in an Open-Ended Learning Task T2 - Proceedings of the 14th Learning Analytics and Knowledge Conference UR - https://doi.org/10.1145/3636555.3636876 Y1 - 2024 UR - https://doi.org/10.1145/3636555.3636876 SN - 979-8-4007-1618-8 SP - 253 EP - 262 PB - ACM CY - New York ER - TY - CHAP A1 - Schütt, Anan A1 - Huber, Tobias A1 - André, Elisabeth ED - Ding, Wei ED - Lu, Chang-Tien ED - Wang, Fusheng ED - Di, Liping ED - Wu, Kesheng ED - Huan, Jun ED - Nambiar, Raghu ED - Li, Jundong ED - Ilievski, Filip ED - Baeza-Yates, Ricardo ED - Hu, Xiaohua T1 - Estimating Chess Puzzle Difficulty Without Past Game Records Using a Human Problem-Solving Inspired Neural Network Architecture T2 - Proceedings: 2024 IEEE International Conference on Big Data UR - https://doi.org/10.1109/BigData62323.2024.10826087 Y1 - 2024 UR - https://doi.org/10.1109/BigData62323.2024.10826087 SN - 979-8-3503-6248-0 SP - 8396 EP - 8402 PB - IEEE CY - Piscataway ER - TY - CHAP A1 - Huber, Tobias A1 - Schiller, Dominik A1 - André, Elisabeth ED - Benzmüller, Christoph ED - Stuckenschmidt, Heiner T1 - Enhancing Explainability of Deep Reinforcement Learning Through Selective Layer-Wise Relevance Propagation T2 - KI 2019: Advances in Artificial Intelligence, 42nd German Conference on AI, Kassel, Germany, September 23–26, 2019, Proceedings UR - https://doi.org/10.1007/978-3-030-30179-8_16 Y1 - 2019 UR - https://doi.org/10.1007/978-3-030-30179-8_16 SN - 978-3-030-30179-8 SP - 188 EP - 202 PB - Springer CY - Cham ER - TY - CHAP A1 - Schiller, Dominik A1 - Huber, Tobias A1 - Lingenfelser, Florian A1 - Dietz, Michael A1 - Seiderer, Andreas A1 - André, Elisabeth T1 - Relevance-based Feature Masking: Improving Neural Network based Whale Classification through Explainable Artificial Intelligence T2 - Proceedings Interspeech 2019 UR - https://doi.org/10.21437/Interspeech.2019-2707 Y1 - 2019 UR - https://doi.org/10.21437/Interspeech.2019-2707 SP - 2423 EP - 2427 PB - ISCA CY - Grenoble ER - TY - CHAP A1 - Septon, Yael A1 - Huber, Tobias A1 - André, Elisabeth A1 - Amir, Ofra ED - Mathieu, Philippe ED - Dignum, Frank ED - Novais, Paulo ED - De la Prieta, Fernando T1 - Integrating Policy Summaries with Reward Decomposition for Explaining Reinforcement Learning Agents T2 - Advances in Practical Applications of Agents, Multi-Agent Systems, and Cognitive Mimetics. The PAAMS Collection: 21st International Conference, PAAMS 2023, Guimarães, Portugal, July 12–14, 2023, Proceedings UR - https://doi.org/10.1007/978-3-031-37616-0_27 Y1 - 2023 UR - https://doi.org/10.1007/978-3-031-37616-0_27 SN - 978-3-031-37616-0 SP - 320 EP - 332 PB - Springer CY - Cham ER - TY - CHAP A1 - Weitz, Katharina A1 - Schiller, Dominik A1 - Schlagowski, Ruben A1 - Huber, Tobias A1 - André, Elisabeth T1 - "Do you trust me?": Increasing User-Trust by Integrating Virtual Agents in Explainable AI Interaction Design T2 - IVA’19: Proceedings of the 19th ACM International Conference on Intelligent Virtual Agents UR - https://doi.org/10.1145/3308532.3329441 Y1 - 2019 UR - https://doi.org/10.1145/3308532.3329441 SN - 978-1-4503-6672-4 SP - 7 EP - 9 PB - ACM CY - New York ER - TY - CHAP A1 - Prajod, Pooja A1 - Schiller, Dominik A1 - Huber, Tobias A1 - André, Elisabeth ED - Shaban-Nejad, Arash ED - Michalowski, Martin ED - Bianco, Simone T1 - Do Deep Neural Networks Forget Facial Action Units?—Exploring the Effects of Transfer Learning in Health Related Facial Expression Recognition T2 - AI for Disease Surveillance and Pandemic Intelligence: Intelligent Disease Detection in Action UR - https://doi.org/10.1007/978-3-030-93080-6_16 Y1 - 2022 UR - https://doi.org/10.1007/978-3-030-93080-6_16 SN - 978-3-030-93080-6 SP - 217 EP - 233 PB - Springer CY - Cham ER - TY - CHAP A1 - Prajod, Pooja A1 - Huber, Tobias A1 - André, Elisabeth ED - Jónsson, Björn Þór ED - Gurrin, Cathal ED - Tran, Minh-Triet ED - Dang Nguyen, Duc Tien ED - Hu, Min-Chun ED - Binh, Huynh Thi Thanh ED - Huet, Benoit T1 - Using Explainable AI to Identify Differences Between Clinical and Experimental Pain Detection Models Based on Facial Expressions T2 - MultiMedia Modeling: 28th International Conference, MMM 2022, Phu Quoc, Vietnam, June 6–10, 2022, Proceedings, Part I UR - https://doi.org/10.1007/978-3-030-98358-1_25 Y1 - 2022 UR - https://doi.org/10.1007/978-3-030-98358-1_25 SN - 978-3-030-98358-1 SP - 311 EP - 322 PB - Springer CY - Cham ER - TY - CHAP A1 - Rangelova, Stanislava A1 - Flutura, Simon A1 - Huber, Tobias A1 - Motus, Daniel A1 - André, Elisabeth ED - Antona, Margherita ED - Stephanidis, Constantine T1 - Exploration of Physiological Signals Using Different Locomotion Techniques in a VR Adventure Game T2 - Universal Access in Human-Computer Interaction: Theory, Methods and Tools, 13th International Conference, UAHCI 2019, Held as Part of the 21st HCI International Conference, HCII 2019, Orlando, FL, USA, July 26–31, 2019, Proceedings, Part I UR - https://doi.org/10.1007/978-3-030-23560-4_44 Y1 - 2019 UR - https://doi.org/10.1007/978-3-030-23560-4_44 SN - 978-3-030-23560-4 SP - 601 EP - 616 PB - Springer CY - Cham ER - TY - CHAP A1 - Weber, Klaus A1 - Tinnes, Lukas A1 - Huber, Tobias A1 - Heimerl, Alexander A1 - Reinecker, Marc-Leon A1 - Pohlen, Eva A1 - André, Elisabeth ED - Calvaresi, Davide ED - Najjar, Amro ED - Winikoff, Michael ED - Främling, Kary T1 - Towards Demystifying Subliminal Persuasiveness: Using XAI-Techniques to Highlight Persuasive Markers of Public Speeches T2 - Explainable, Transparent Autonomous Agents and Multi-Agent Systems: Second International Workshop, EXTRAAMAS 2020, Auckland, New Zealand, May 9–13, 2020, Revised Selected Papers UR - https://doi.org/10.1007/978-3-030-51924-7_7 Y1 - 2020 UR - https://doi.org/10.1007/978-3-030-51924-7_7 SN - 978-3-030-51924-7 SP - 113 EP - 128 PB - Springer CY - Cham ER - TY - CHAP A1 - Flutura, Simon A1 - Seiderer, Andreas A1 - Huber, Tobias A1 - Weitz, Katharina A1 - Aslan, Ilhan A1 - Schlagowski, Ruben A1 - André, Elisabeth A1 - Rathmann, Joachim T1 - Interactive Machine Learning and Explainability in Mobile Classification of Forest-Aesthetics T2 - Proceedings of the 6th EAI International Conference on Smart Objects and Technologies for Social Good UR - https://doi.org/10.1145/3411170.3411225 Y1 - 2020 UR - https://doi.org/10.1145/3411170.3411225 SN - 978-1-4503-7559-7 SP - 90 EP - 95 PB - ACM CY - New York ER - TY - JOUR A1 - Hasler, Ewald A1 - Huber, Christian A1 - Leindecker, Herbert C. A1 - Schrag, Tobias A1 - Stocker, Emanuel A1 - Wartha, Christian T1 - Bewertung unterschiedlicher Fassadenkonstruktionen unter Lebenszyklusaspekten mit einer Fallstudie Bürogebäude JF - Bauphysik UR - https://doi.org/10.1002/bapi.201310072 Y1 - 2013 UR - https://doi.org/10.1002/bapi.201310072 SN - 1437-0980 VL - 35 IS - 4 SP - 250 EP - 256 PB - Ernst & Sohn CY - Berlin ER - TY - CHAP A1 - Mertes, Silvan A1 - Huber, Tobias A1 - Karle, Christina A1 - Weitz, Katharina A1 - Schlagowski, Ruben A1 - Conati, Cristina A1 - André, Elisabeth ED - Larson, Kate T1 - Relevant Irrelevance: Generating Alterfactual Explanations for Image Classifiers T2 - Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, (IJCAI-24) UR - https://doi.org/10.24963/ijcai.2024/52 Y1 - 2024 UR - https://doi.org/10.24963/ijcai.2024/52 SN - 978-1-956792-04-1 SP - 467 EP - 475 PB - IJCAI CY - Wien ER - TY - THES A1 - Huber, Tobias T1 - Towards a combined local and global explanation framework for deep reinforcement learning agents with visual input: novel methods and insights from human evaluation Y1 - 2024 UR - https://opus.bibliothek.uni-augsburg.de/opus4/116477 PB - Universität Augsburg CY - Augsburg ER - TY - CHAP A1 - Weber, Klaus A1 - Tinnes, Lukas A1 - Huber, Tobias A1 - André, Elisabeth ED - Degen, Helmut ED - Ntoa, Stavroula T1 - Exploring the Effect of Visual-Based Subliminal Persuasion in Public Speeches Using Explainable AI Techniques T2 - Artificial Intelligence in HCI: 4th International Conference, AI-HCI 2023, Held as Part of the 25th HCI International Conference, HCII 2023, Copenhagen, Denmark, July 23–28, 2023, Proceedings, Part I UR - https://doi.org/10.1007/978-3-031-35891-3_23 Y1 - 2023 UR - https://doi.org/10.1007/978-3-031-35891-3_23 SN - 978-3-031-35891-3 SP - 381 EP - 397 PB - Springer CY - Cham ER - TY - CHAP A1 - Huber, Tobias A1 - Mertes, Silvan A1 - Rangelova, Stanislava A1 - Flutura, Simon A1 - André, Elisabeth T1 - Dynamic Difficulty Adjustment in Virtual Reality Exergames through Experience-driven Procedural Content Generation T2 - 2021 IEEE Symposium Series on Computational Intelligence (SSCI) UR - https://doi.org/10.1109/SSCI50451.2021.9660086 Y1 - 2021 UR - https://doi.org/10.1109/SSCI50451.2021.9660086 SN - 978-1-7281-9048-8 PB - IEEE CY - Piscataway ER - TY - CHAP A1 - Huber, Tobias A1 - Demmler, Maximilian A1 - Mertes, Silvan A1 - Olson, Matthew L. A1 - André, Elisabeth T1 - GANterfactual-RL: Understanding Reinforcement Learning Agents’ Strategies through Visual Counterfactual Explanations T2 - AAMAS ’23: Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems Y1 - 2023 UR - https://www.southampton.ac.uk/~eg/AAMAS2023/forms/contents.htm#3E SN - 978-1-4503-9432-1 SP - 1097 EP - 1106 PB - IFAAMAS CY - Richland ER - TY - CHAP A1 - Stich, Jürgen A1 - Mannhart, Melanie A1 - Zipperle, Thomas A1 - Massier, Tobias A1 - Huber, Matthias A1 - Hamacher, Thomas T1 - Modelling a Low-Carbon Power System for Indonesia, Malaysia and Singapore T2 - 33rd IEW International Energy Workshop UR - https://doi.org/10.14459/2014md1233948 Y1 - 2014 UR - https://doi.org/10.14459/2014md1233948 PB - mediaTUM CY - München ER - TY - INPR A1 - James, Stuart Daniel A1 - Killinger, Markus A1 - Mutanga, Chiedza Ngonidzashe A1 - Pirard, Romain A1 - Einax, Mario A1 - Huber, Matthias A1 - Bader, Tobias T1 - The Hybrid Renewable Energy Community Approach (HyRECA): Synergising energy access, economic development, and ecosystem restoration in rural Southern Africa T2 - SSRN UR - https://dx.doi.org/10.2139/ssrn.5294413 Y1 - 2025 UR - https://dx.doi.org/10.2139/ssrn.5294413 PB - Elsevier CY - Amsterdam ER -