| 2022 | ICPR | Deep Learning Architectures for Pain Recognition Based on Physiological Signals. | Patrick Thiam, Hans A. Kestler, Friedhelm Schwenker |
| 2020 | ESANN | Automatic Pain Intensity Recognition: Training Set Selection based on Outliers and Centroids. | Peter Bellmann, Patrick Thiam, Friedhelm Schwenker |
| 2020 | ICPR | Using Meta Labels for the Training of Weighting Models in a Sample-Specific Late Fusion Classification Architecture. | Peter Bellmann, Patrick Thiam, Friedhelm Schwenker |
| 2020 | IJCNN | Dominant Channel Fusion Architectures - An Intelligent Late Fusion Approach. | Peter Bellmann, Patrick Thiam, Friedhelm Schwenker |
| 2020 | ICPRAM | Person Identification based on Physiological Signals: Conditions and Risks. | Peter Bellmann, Patrick Thiam, Friedhelm Schwenker |
| 2020 | ICPRAM | Subject-independent Pain Recognition using Physiological Signals and Para-linguistic Vocalizations. | Nadeen Shoukry, Omar Elkilany, Patrick Thiam, Viktor Kessler, Friedhelm Schwenker |
| 2020 | ICPRAM | Multimodal Deep Denoising Convolutional Autoencoders for Pain Intensity Classification based on Physiological Signals. | Patrick Thiam, Hans A. Kestler, Friedhelm Schwenker |
| 2019 | ACII | Using a Quartile-based Data Transformation for Pain Intensity Classification based on the SenseEmotion Database. | Peter Bellmann, Patrick Thiam, Friedhelm Schwenker |
| 2019 | ACII | Deep Domain Adaptation for Facial Expression Analysis. | Nikolai Kalischek, Patrick Thiam, Peter Bellmann, Friedhelm Schwenker |
| 2017 | ESANN | Hierarchical Combination of Video Features for Personalised Pain Level Recognition. | Patrick Thiam, Viktor Kessler, Friedhelm Schwenker |
| 2015 | EANN | Multimodal Data Fusion for Person-Independent, Continuous Estimation of Pain Intensity. | Markus Kchele, Patrick Thiam, Mohammadreza Amirian, Philipp Werner, Steffen Walter, Friedhelm Schwenker, Gnther Palm |
| 2014 | ICMI | Detection of Emotional Events utilizing Support Vector Methods in an Active Learning HCI Scenario. | Patrick Thiam, Sascha Meudt, Markus Kchele, Gnther Palm, Friedhelm Schwenker |
| 2014 | Interspeech | On Annotation and Evaluation of Multi-modal Corpora in Affective Human-Computer Interaction. | Markus Kchele, Martin Schels, Sascha Meudt, Viktor Kessler, Michael Glodek, Patrick Thiam, Stephan Tschechne, Gnther Palm, Friedhelm Schwenker |