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2020 – today
- 2024
[j10]Raffaela Groner
, Peter Bellmann, Stefan Höppner, Patrick Thiam, Friedhelm Schwenker, Hans A. Kestler, Matthias Tichy:
Enhanced performance prediction of ATL model transformations. Perform. Evaluation 164: 102413 (2024)- [c31]Raffaela Groner, Peter Bellmann, Stefan Höppner, Patrick Thiam, Friedhelm Schwenker, Matthias Tichy:
Predicting the Performance of ATL Model Transformations. Software Engineering 2024: 33-34 - 2023
- [j9]Patrick Thiam, Ludwig Lausser, Christopher Kloth, Daniel Blaich, Andreas Liebold, Meinrad Beer, Hans A. Kestler:
Unsupervised domain adaptation for the detection of cardiomegaly in cross-domain chest X-ray images. Frontiers Artif. Intell. 6 (2023) - [c30]Raffaela Groner, Peter Bellmann, Stefan Höppner, Patrick Thiam, Friedhelm Schwenker, Matthias Tichy:
Predicting the Performance of ATL Model Transformations. ICPE 2023: 77-89 - 2022
- [j8]Peter Bellmann, Patrick Thiam, Hans A. Kestler, Friedhelm Schwenker:
Machine Learning-Based Pain Intensity Estimation: Where Pattern Recognition Meets Chaos Theory - An Example Based on the BioVid Heat Pain Database. IEEE Access 10: 102770-102777 (2022) - [c29]Patrick Thiam, Hans A. Kestler, Friedhelm Schwenker:
Deep Learning Architectures for Pain Recognition Based on Physiological Signals. ICPR Workshops (1) 2022: 349-358 - 2021
- [b1]Patrick Thiam:
Information fusion mechanisms for multi-modal affect recognition. University of Ulm, Germany, 2021 - [j7]Julian D. Schwab, Johannes Schobel, Silke D. Werle, Axel Fürstberger, Nensi Ikonomi, Robin Szekely, Patrick Thiam, Rolf Hühne, Niels Jahn, Rainer Schuler, Peter Kuhn, Martin Holderried, Florian Steger, Manfred Reichert, Udo X. Kaisers, Angelika M. R. Kestler, Thomas Seufferlein, Hans A. Kestler:
Perspective on mHealth Concepts to Ensure Users' Empowerment-From Adverse Event Tracking for COVID-19 Vaccinations to Oncological Treatment. IEEE Access 9: 83863-83875 (2021) - [j6]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:
Multi-Modal Pain Intensity Recognition Based on the SenseEmotion Database. IEEE Trans. Affect. Comput. 12(3): 743-760 (2021) - 2020
- [j5]Patrick Thiam, Hans A. Kestler, Friedhelm Schwenker:
Two-Stream Attention Network for Pain Recognition from Video Sequences. Sensors 20(3): 839 (2020) - [c28]Peter Bellmann, Patrick Thiam, Friedhelm Schwenker:
Pain Intensity Recognition - An Analysis of Short-Time Sequences in a Real-World Scenario. ANNPR 2020: 149-161 - [c27]Peter Bellmann, Patrick Thiam, Friedhelm Schwenker:
Automatic Pain Intensity Recognition: Training Set Selection based on Outliers and Centroids. ESANN 2020: 649-654 - [c26]Peter Bellmann, Patrick Thiam, Friedhelm Schwenker:
Using Meta Labels for the Training of Weighting Models in a Sample-Specific Late Fusion Classification Architecture. ICPR 2020: 2604-2611 - [c25]Nadeen Shoukry, Omar Elkilany, Patrick Thiam, Viktor Kessler, Friedhelm Schwenker:
Subject-independent Pain Recognition using Physiological Signals and Para-linguistic Vocalizations. ICPRAM 2020: 142-150 - [c24]Patrick Thiam, Hans A. Kestler, Friedhelm Schwenker:
Multimodal Deep Denoising Convolutional Autoencoders for Pain Intensity Classification based on Physiological Signals. ICPRAM 2020: 289-296 - [c23]Peter Bellmann, Patrick Thiam, Friedhelm Schwenker:
Person Identification based on Physiological Signals: Conditions and Risks. ICPRAM 2020: 373-380 - [c22]Peter Bellmann, Patrick Thiam, Friedhelm Schwenker:
Dominant Channel Fusion Architectures - An Intelligent Late Fusion Approach. IJCNN 2020: 1-8
2010 – 2019
- 2019
- [j4]Patrick Thiam, Peter Bellmann, Hans A. Kestler, Friedhelm Schwenker:
Exploring Deep Physiological Models for Nociceptive Pain Recognition. Sensors 19(20): 4503 (2019) - [c21]Peter Bellmann, Patrick Thiam, Friedhelm Schwenker:
Using a Quartile-based Data Transformation for Pain Intensity Classification based on the SenseEmotion Database. ACII Workshops 2019: 310-316 - [c20]Nikolai Kalischek, Patrick Thiam, Peter Bellmann, Friedhelm Schwenker:
Deep Domain Adaptation for Facial Expression Analysis. ACII Workshops 2019: 317-323 - 2018
- [j3]Patrick Thiam, Sascha Meudt, Günther Palm, Friedhelm Schwenker:
A Temporal Dependency Based Multi-modal Active Learning Approach for Audiovisual Event Detection. Neural Process. Lett. 48(2): 709-732 (2018) - [c19]Adrián T. Ruiz, Patrick Thiam, Friedhelm Schwenker, Günther Palm:
A k -Nearest Neighbor Based Algorithm for Multi-Instance Multi-Label Active Learning. ANNPR 2018: 139-151 - [c18]Patrick Thiam, Friedhelm Schwenker:
Combining Deep and Hand-Crafted Features for Audio-Based Pain Intensity Classification. MPRSS 2018: 49-58 - [c17]Jan Sellner, Patrick Thiam, Friedhelm Schwenker:
Visualizing Facial Expression Features of Pain and Emotion Data. MPRSS 2018: 101-115 - 2017
- [j2]Markus Kächele, Mohammadreza Amirian, Patrick Thiam, Philipp Werner, Steffen Walter, Günther Palm, Friedhelm Schwenker:
Adaptive confidence learning for the personalization of pain intensity estimation systems. Evol. Syst. 8(1): 71-83 (2017) - [c16]Viktor Kessler, Patrick Thiam, Mohammadreza Amirian, Friedhelm Schwenker:
Multimodal fusion including camera photoplethysmography for pain recognition. ICCT 2017: 1-4 - [c15]Patrick Thiam, Viktor Kessler, Friedhelm Schwenker:
Hierarchical Combination of Video Features for Personalised Pain Level Recognition. ESANN 2017 - [c14]Viktor Kessler, Patrick Thiam, Mohammadreza Amirian, Friedhelm Schwenker:
Pain recognition with camera photoplethysmography. IPTA 2017: 1-5 - [c13]Patrick Thiam, Friedhelm Schwenker:
Multi-modal data fusion for pain intensity assessment and classification. IPTA 2017: 1-6 - [p1]Friedhelm Schwenker, Ronald Böck, Martin Schels, Sascha Meudt, Ingo Siegert, Michael Glodek, Markus Kächele, Miriam Schmidt-Wack, Patrick Thiam, Andreas Wendemuth, Gerald Krell:
Multimodal Affect Recognition in the Context of Human-Computer Interaction for Companion-Systems. Companion Technology 2017: 387-408 - 2016
- [j1]Markus Kächele, Patrick Thiam, Mohammadreza Amirian, Friedhelm Schwenker, Günther Palm:
Methods for Person-Centered Continuous Pain Intensity Assessment From Bio-Physiological Channels. IEEE J. Sel. Top. Signal Process. 10(5): 854-864 (2016) - [c12]Patrick Thiam, Sascha Meudt, Friedhelm Schwenker, Günther Palm:
Active Learning for Speech Event Detection in HCI. ANNPR 2016: 285-297 - [c11]Mohammadreza Amirian, Markus Kächele, Patrick Thiam, Viktor Kessler, Friedhelm Schwenker:
Continuous Multimodal Human Affect Estimation using Echo State Networks. AVEC@ACM Multimedia 2016: 67-74 - [c10]Patrick Thiam, Viktor Kessler, Steffen Walter, Günther Palm, Friedhelm Schwenker:
Audio-Visual Recognition of Pain Intensity. MPRSS 2016: 110-126 - [c9]Maria Velana, Sascha Gruss, Georg Layher, Patrick Thiam, Yan Zhang, Daniel Schork, Viktor Kessler, Sascha Meudt, Heiko Neumann, Jonghwa Kim, Friedhelm Schwenker, Elisabeth André, Harald C. Traue, Steffen Walter:
The SenseEmotion Database: A Multimodal Database for the Development and Systematic Validation of an Automatic Pain- and Emotion-Recognition System. MPRSS 2016: 127-139 - 2015
- [c8]Markus Kächele, Patrick Thiam, Mohammadreza Amirian, Philipp Werner, Steffen Walter, Friedhelm Schwenker, Günther Palm:
Multimodal Data Fusion for Person-Independent, Continuous Estimation of Pain Intensity. EANN 2015: 275-285 - [c7]Markus Kächele, Patrick Thiam, Günther Palm, Friedhelm Schwenker, Martin Schels:
Ensemble Methods for Continuous Affect Recognition: Multi-modality, Temporality, and Challenges. AVEC@ACM Multimedia 2015: 9-16 - [c6]Markus Kächele, Martin Schels, Patrick Thiam, Friedhelm Schwenker:
Fusion Mappings for Multimodal Affect Recognition. SSCI 2015: 307-313 - [c5]Patrick Thiam, Markus Kächele, Friedhelm Schwenker, Guenther Palm:
Ensembles of Support Vector Data Description for Active Learning Based Annotation of Affective Corpora. SSCI 2015: 1801-1807 - 2014
- [c4]Markus Kächele, Patrick Thiam, Günther Palm, Friedhelm Schwenker:
Majority-Class Aware Support Vector Domain Oversampling for Imbalanced Classification Problems. ANNPR 2014: 83-92 - [c3]Patrick Thiam, Viktor Kessler, Friedhelm Schwenker:
A Reinforcement Learning Algorithm to Train a Tetris Playing Agent. ANNPR 2014: 165-170 - [c2]Patrick Thiam, Sascha Meudt, Markus Kächele, Günther Palm, Friedhelm Schwenker:
Detection of Emotional Events utilizing Support Vector Methods in an Active Learning HCI Scenario. ERM4HCI@ICMI 2014: 31-36 - [c1]Markus Kächele, Martin Schels, Sascha Meudt, Viktor Kessler, Michael Glodek, Patrick Thiam, Stephan Tschechne, Günther Palm, Friedhelm Schwenker:
On Annotation and Evaluation of Multi-modal Corpora in Affective Human-Computer Interaction. MA3HMI@INTERSPEECH 2014: 35-44
Coauthor Index
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last updated on 2024-10-15 21:39 CEST by the dblp team
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