Peter Bellmann

According to our database, Peter Bellmann authored at least 20 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Predicting the Performance of ATL Model Transformations.

Raffaela Groner, Peter Bellmann, Stefan Höppner, Patrick Thiam, Friedhelm Schwenker, Matthias Tichy

Proceedings of the Software Engineering 2024, Fachtagung des GI-Fachbereichs Softwaretechnik, Linz, Austria, February 26, 2024

2023

Pain Detection in Biophysiological Signals: Knowledge Transfer from Short-Term to Long-Term Stimuli Based on Distance-Specific Segment Selection.

Tobias Ricken, Peter Bellmann, Steffen Walter, Friedhelm Schwenker

Comput., April, 2023

Pain Recognition Differences between Female and Male Subjects: An Analysis based on the Physiological Signals of the X-ITE Pain Database.

Tobias B. Ricken, Peter Bellmann, Sascha Gruss, Hans A. Kestler, Steffen Walter, Friedhelm Schwenker

Proceedings of the International Conference on Multimodal Interaction, 2023

2022

Machine Learning-Based Pain Intensity Estimation: Where Pattern Recognition Meets Chaos Theory - An Example Based on the BioVid Heat Pain Database.

Peter Bellmann, Patrick Thiam, Hans A. Kestler, Friedhelm Schwenker

IEEE Access, 2022

Pain Detection in Biophysiological Signals: Transfer Learning from Short-Term to Long-Term Stimuli Based on Signal Segmentation.

Tobias Ricken, Peter Bellmann, Steffen Walter, Friedhelm Schwenker

Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

2021

Multi-Modal Pain Intensity Recognition Based on the SenseEmotion Database.

Patrick Thiam, Viktor Kessler, Mohammadreza Amirian, Peter Bellmann, Georg Layher, Yan Zhang, Maria Velana, Sascha Gruss, Steffen Walter, Harald C. Traue, Daniel Schork, Jonghwa Kim, Elisabeth André, Heiko Neumann, Friedhelm Schwenker

IEEE Trans. Affect. Comput., 2021

Binary Classification: Counterbalancing Class Imbalance by Applying Regression Models in Combination with One-sided Label Shifts.

Peter Bellmann, Heinke Hihn, Daniel A. Braun, Friedhelm Schwenker

Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

2020

Ordinal Classification: Working Definition and Detection of Ordinal Structures.

Peter Bellmann, Friedhelm Schwenker

IEEE Access, 2020

Experimental Analysis of Bidirectional Pairwise Ordinal Classifier Cascades.

Peter Bellmann, Ludwig Lausser, Hans A. Kestler, Friedhelm Schwenker

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2020

Automated Pain Assessment: Is it Useful to Combine Person-Specific Data Samples?

Peter Bellmann, Friedhelm Schwenker

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Dominant Channel Fusion Architectures - An Intelligent Late Fusion Approach.

Peter Bellmann, Patrick Thiam, Friedhelm Schwenker

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Person Identification based on Physiological Signals: Conditions and Risks.

Peter Bellmann, Patrick Thiam, Friedhelm Schwenker

Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, 2020

Using Meta Labels for the Training of Weighting Models in a Sample-Specific Late Fusion Classification Architecture.

Peter Bellmann, Patrick Thiam, Friedhelm Schwenker

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Introducing Bidirectional Ordinal Classifier Cascades Based on a Pain Intensity Recognition Scenario.

Peter Bellmann, Ludwig Lausser, Hans A. Kestler, Friedhelm Schwenker

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Automatic Pain Intensity Recognition: Training Set Selection based on Outliers and Centroids.

Peter Bellmann, Patrick Thiam, Friedhelm Schwenker

Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020

Feature Extraction: A Time Window Analysis Based on the X-ITE Pain Database.

Tobias Ricken, Adrian Steinert, Peter Bellmann, Steffen Walter, Friedhelm Schwenker

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2020

Pain Intensity Recognition - An Analysis of Short-Time Sequences in a Real-World Scenario.

Peter Bellmann, Patrick Thiam, Friedhelm Schwenker

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2020

2019

Exploring Deep Physiological Models for Nociceptive Pain Recognition.

Patrick Thiam, Peter Bellmann, Hans A. Kestler, Friedhelm Schwenker

Sensors, 2019

Deep Domain Adaptation for Facial Expression Analysis.

Nikolai Kalischek, Patrick Thiam, Peter Bellmann, Friedhelm Schwenker

Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2019

Using a Quartile-based Data Transformation for Pain Intensity Classification based on the SenseEmotion Database.

Peter Bellmann, Patrick Thiam, Friedhelm Schwenker

Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2019