| Multi-Modal Pain Intensity Recognition Based on the SenseEmotion Database P Thiam, V Kessler, M Amirian, P Bellmann, G Layher, Y Zhang, M Velana, ... IEEE Transactions on Affective Computing 12 (3), 743-760, 2019 | 79 | 2019 |
| Exploring deep physiological models for nociceptive pain recognition P Thiam, P Bellmann, HA Kestler, F Schwenker Sensors 19 (20), 4503, 2019 | 71 | 2019 |
| Multi-classifier-systems: architectures, algorithms and applications P Bellmann, P Thiam, F Schwenker Computational Intelligence for Pattern Recognition, 83-113, 2018 | 35 | 2018 |
| Ordinal classification: Working definition and detection of ordinal structures P Bellmann, F Schwenker IEEE Access 8, 164380-164391, 2020 | 23 | 2020 |
| Deep domain adaptation for facial expression analysis N Kalischek, P Thiam, P Bellmann, F Schwenker 2019 8th International Conference on Affective Computing and Intelligent …, 2019 | 10 | 2019 |
| Using a quartile-based data transformation for pain intensity classification based on the senseemotion database P Bellmann, P Thiam, F Schwenker 2019 8th International Conference on Affective Computing and Intelligent …, 2019 | 9 | 2019 |
| Feature extraction: a time window analysis based on the X-ITE pain database T Ricken, A Steinert, P Bellmann, S Walter, F Schwenker Artificial Neural Networks in Pattern Recognition: 9th IAPR TC3 Workshop …, 2020 | 7 | 2020 |
| Introducing bidirectional ordinal classifier cascades based on a pain intensity recognition scenario P Bellmann, L Lausser, HA Kestler, F Schwenker Pattern Recognition. ICPR International Workshops and Challenges: Virtual …, 2021 | 6 | 2021 |
| Pain intensity recognition-an analysis of short-time sequences in a real-world scenario P Bellmann, P Thiam, F Schwenker Artificial Neural Networks in Pattern Recognition: 9th IAPR TC3 Workshop …, 2020 | 6 | 2020 |
| Predicting the performance of atl model transformations R Groner, P Bellmann, S Höppner, P Thiam, F Schwenker, M Tichy Proceedings of the 2023 acm/spec international conference on performance …, 2023 | 5 | 2023 |
| Machine learning-based pain intensity estimation: Where pattern recognition meets chaos theory—an example based on the biovid heat pain database P Bellmann, P Thiam, HA Kestler, F Schwenker IEEE Access 10, 102770-102777, 2022 | 5 | 2022 |
| A theoretical approach to ordinal classification: feature space-based definition and classifier-independent detection of ordinal class structures P Bellmann, L Lausser, HA Kestler, F Schwenker Applied Sciences 12 (4), 1815, 2022 | 5 | 2022 |
| Using meta labels for the training of weighting models in a sample-specific late fusion classification architecture P Bellmann, P Thiam, F Schwenker 2020 25th International Conference on Pattern Recognition (ICPR), 2604-2611, 2021 | 5 | 2021 |
| Automated pain assessment: Is it useful to combine person-specific data samples? P Bellmann, F Schwenker 2020 IEEE Symposium Series on Computational Intelligence (SSCI), 1588-1593, 2020 | 5 | 2020 |
| Dominant channel fusion architectures-an intelligent late fusion approach P Bellmann, P Thiam, F Schwenker 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 5 | 2020 |
| Person Identification based on Physiological Signals: Conditions and Risks. P Bellmann, P Thiam, F Schwenker ICPRAM, 373-380, 2020 | 5 | 2020 |
| Binary Classification: Counterbalancing Class Imbalance by Applying Regression Models in Combination with One-sided Label Shifts P Bellmann, H Hihn, DA Braun, F Schwenker Proceedings of the 13th International Conference on Agents and Artificial …, 2020 | 4 | 2020 |
| Pain Detection in Biophysiological Signals: Transfer Learning from Short-Term to Long-Term Stimuli Based on Signal Segmentation TB Ricken, P Bellmann, S Walter, F Schwenker International Conference on Pattern Recognition, 394-404, 2022 | 2 | 2022 |
| Pain Recognition Differences between Female and Male Subjects: An Analysis based on the Physiological Signals of the X-ITE Pain Database TB Ricken, P Bellmann, S Gruss, HA Kestler, S Walter, F Schwenker International Conference on Multimodal Interaction, 121-130, 2023 | 1 | 2023 |
| Pain Detection in Biophysiological Signals: Knowledge Transfer from Short-Term to Long-Term Stimuli Based on Distance-Specific Segment Selection TB Ricken, P Bellmann, S Walter, F Schwenker Computers 12 (4), 71, 2023 | 1 | 2023 |
Friedhelm SchwenkerUlm University, Institute of Neural Information ProcessingBestätigte E-Mail-Adresse bei uni-ulm.de
