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Peter Bellmann
Peter Bellmann
Institute of Medical Systems Biology & Institute of Neural Information Processing, Ulm University
Verified email at uni-ulm.de
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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
682019
Exploring deep physiological models for nociceptive pain recognition
P Thiam, P Bellmann, HA Kestler, F Schwenker
Sensors 19 (20), 4503, 2019
592019
Multi-classifier-systems: architectures, algorithms and applications
P Bellmann, P Thiam, F Schwenker
Computational Intelligence for Pattern Recognition, 83-113, 2018
332018
Ordinal classification: Working definition and detection of ordinal structures
P Bellmann, F Schwenker
IEEE Access 8, 164380-164391, 2020
182020
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
92019
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
92019
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
62021
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
62020
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
52022
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
52021
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
52020
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
52020
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
42020
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
42020
Person Identification based on Physiological Signals: Conditions and Risks.
P Bellmann, P Thiam, F Schwenker
ICPRAM, 373-380, 2020
42020
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
32022
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
22022
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
12023
Button press dynamics: beyond binary information in button press decisions
P Bellmann, V Kessler, A Brechmann, F Schwenker
Proceedings of International Conference on Frontiers in Computing and …, 2022
12022
Dynamic time warping-based detection of multi-clicks in button press dynamics data
P Bellmann, V Kessler, A Brechmann, F Schwenker
Proceedings of International Conference on Frontiers in Computing and …, 2022
12022
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