Peter Bellmann

According to our database1, Peter Bellmann authored at least 16 papers between 2019 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2022
Machine Learning-Based Pain Intensity Estimation: Where Pattern Recognition Meets Chaos Theory - An Example Based on the BioVid Heat Pain Database.
IEEE Access, 2022

2021
Multi-Modal Pain Intensity Recognition Based on the SenseEmotion Database.
IEEE Trans. Affect. Comput., 2021

Binary Classification: Counterbalancing Class Imbalance by Applying Regression Models in Combination with One-sided Label Shifts.
Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

2020
Ordinal Classification: Working Definition and Detection of Ordinal Structures.
IEEE Access, 2020

Experimental Analysis of Bidirectional Pairwise Ordinal Classifier Cascades.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2020

Automated Pain Assessment: Is it Useful to Combine Person-Specific Data Samples?
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Dominant Channel Fusion Architectures - An Intelligent Late Fusion Approach.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Person Identification based on Physiological Signals: Conditions and Risks.
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.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Introducing Bidirectional Ordinal Classifier Cascades Based on a Pain Intensity Recognition Scenario.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Automatic Pain Intensity Recognition: Training Set Selection based on Outliers and Centroids.
Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020

Feature Extraction: A Time Window Analysis Based on the X-ITE Pain Database.
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2020

Pain Intensity Recognition - An Analysis of Short-Time Sequences in a Real-World Scenario.
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2020

2019
Exploring Deep Physiological Models for Nociceptive Pain Recognition.
Sensors, 2019

Deep Domain Adaptation for Facial Expression Analysis.
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.
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2019


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