" Do you trust me?" Increasing user-trust by integrating virtual agents in explainable AI interaction design K Weitz, D Schiller, R Schlagowski, T Huber, E André Proceedings of the 19th ACM International Conference on Intelligent Virtual …, 2019 | 142 | 2019 |
“Let me explain!”: exploring the potential of virtual agents in explainable AI interaction design K Weitz, D Schiller, R Schlagowski, T Huber, E André Journal on Multimodal User Interfaces 15 (2), 87-98, 2021 | 93 | 2021 |
Deep learning in paralinguistic recognition tasks: Are hand-crafted features still relevant? J Wagner, D Schiller, A Seiderer, E André | 70 | 2018 |
Kristina: A knowledge-based virtual conversation agent L Wanner, E André, J Blat, S Dasiopoulou, M Farrùs, T Fraga, E Kamateri, ... Advances in Practical Applications of Cyber-Physical Multi-Agent Systems …, 2017 | 51 | 2017 |
Drinkwatch: A mobile wellbeing application based on interactive and cooperative machine learning S Flutura, A Seiderer, I Aslan, CT Dang, R Schwarz, D Schiller, E André Proceedings of the 2018 International Conference on Digital Health, 65-74, 2018 | 36 | 2018 |
Enhancing explainability of deep reinforcement learning through selective layer-wise relevance propagation T Huber, D Schiller, E André KI 2019: Advances in Artificial Intelligence: 42nd German Conference on AI …, 2019 | 35 | 2019 |
Relevance-based data masking: a model-agnostic transfer learning approach for facial expression recognition D Schiller, T Huber, M Dietz, E André Frontiers in Computer Science 2, 6, 2020 | 22 | 2020 |
Relevance-based feature masking: Improving neural network based whale classification through explainable artificial intelligence D Schiller, T Huber, F Lingenfelser, M Dietz, A Seiderer, E André | 21 | 2019 |
An evolutionary-based generative approach for audio data augmentation S Mertes, A Baird, D Schiller, BW Schuller, E André 2020 IEEE 22nd International Workshop on Multimedia Signal Processing (MMSP …, 2020 | 20 | 2020 |
Modeling user’s social attitude in a conversational system T Baur, D Schiller, E André Emotions and Personality in Personalized Services: Models, Evaluation and …, 2016 | 20 | 2016 |
Multimediate: Multi-modal group behaviour analysis for artificial mediation P Müller, M Dietz, D Schiller, D Thomas, G Zhang, P Gebhard, E André, ... Proceedings of the 29th ACM International Conference on Multimedia, 4878-4882, 2021 | 18 | 2021 |
Using an evolutionary approach to explore convolutional neural networks for acoustic scene classification C Roletscheck, T Watzka, A Seiderer, D Schiller, E André | 14 | 2018 |
Exploring emotional prototypes in a high dimensional TTS latent space P Van Rijn, S Mertes, D Schiller, P Harrison, P Larrouy-Maestri, E André, ... arXiv preprint arXiv:2105.01891, 2021 | 13 | 2021 |
Infected phonemes: how a cold impairs speech on a phonetic level J Wagner, T Fraga-Silva, Y Josse, D Schiller, A Seiderer, E André | 13 | 2017 |
Do Deep Neural Networks Forget Facial Action Units?—Exploring the Effects of Transfer Learning in Health Related Facial Expression Recognition P Prajod, D Schiller, T Huber, E André International Workshop on Health Intelligence, 217-233, 2021 | 12 | 2021 |
MultiMediate'22: Backchannel Detection and Agreement Estimation in Group Interactions P Müller, M Dietz, D Schiller, D Thomas, H Lindsay, P Gebhard, E André, ... Proceedings of the 30th ACM International Conference on Multimedia, 7109-7114, 2022 | 10 | 2022 |
Stress annotations from older adults-exploring the foundations for mobile ML-based health assistance M Dietz, I Aslan, D Schiller, S Flutura, A Steinert, R Klebbe, E André Proceedings of the 13th EAI International Conference on Pervasive Computing …, 2019 | 10 | 2019 |
Let me explain!”: exploring the potential of virtual agents in explainable AI interaction design. J. Multimodal User Interfaces 15 (2), 87–98 K Weitz, D Schiller, R Schlagowski, T Huber, E André | 9 | 2021 |
A multimodal annotation schema for non-verbal affective analysis in the health-care domain F Sukno, M Domínguez, A Ruiz, D Schiller, F Lingenfelser, L Pragst, ... Proceedings of the 1st International Workshop on Multimedia Analysis and …, 2016 | 9 | 2016 |
Design of a knowledge-based agent as a social companion L Wanner, E André, J Blat, S Dasiopoulou, M Farrús, T Fraga, E Kamateri, ... Procedia Computer Science 121, 920-926, 2017 | 8 | 2017 |