| 2022 | SAFECOMP | Application of STPA for the Elicitation of Safety Requirements for a Machine Learning-Based Perception Component in Automotive. | Esra Acar-Celik, Carmen Crlan, Asim Abdulkhaleq, Fridolin Bauer, Martin Schels, Henrik J. Putzer |
| 2015 | ICPRAM | Paradigms for the Construction and Annotation of Emotional Corpora for Real-world Human-Computer-Interaction. | Markus Kchele, Stefanie Rukavina, Gnther Palm, Friedhelm Schwenker, Martin Schels |
| 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 |
| 2012 | ICMI | Multiple classifier combination using reject options and markov fusion networks. | Michael Glodek, Martin Schels, Gnther Palm, Friedhelm Schwenker |
| 2012 | ICPR | Multi-modal Fusion based on classifiers using reject options and Markov Fusion Networks. | Michael Glodek, Martin Schels, Gnther Palm, Friedhelm Schwenker |
| 2011 | ACII | Multiple Classifier Systems for the Classification of Audio-Visual Emotional States. | Michael Glodek, Stephan Tschechne, Georg Layher, Martin Schels, Tobias Brosch, Stefan Scherer, Markus Kchele, Miriam Schmidt, Heiko Neumann, Gnther Palm, Friedhelm Schwenker |
| 2011 | ACII | How Low Level Observations Can Help to Reveal the User's State in HCI. | Stefan Scherer, Martin Schels, Gnther Palm |
| 2011 | ESANN | Training of multiple classifier systems utilizing partially labeled sequential data sets. | Martin Schels, Patrick Schillinger, Friedhelm Schwenker |
| 2011 | HCI | Multimodal Emotion Classification in Naturalistic User Behavior. | Steffen Walter, Stefan Scherer, Martin Schels, Michael Glodek, David Hrabal, Miriam Schmidt, Ronald Bck, Kerstin Limbrecht, Harald C. Traue, Friedhelm Schwenker |
| 2010 | ICANN | Semi-supervised Facial Expressions Annotation Using Co-Training with Fast Probabilistic Tri-Class SVMs. | Mohamed Farouk Abdel Hady, Martin Schels, Friedhelm Schwenker, Gnther Palm |
| 2010 | ICPR | A Multiple Classifier System Approach for Facial Expressions in Image Sequences Utilizing GMM Supervectors. | Martin Schels, Friedhelm Schwenker |