Patrick Thiam

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 33

Top Topics

Affect Recognition

Top Venues

Publications

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 (2024)
Raffaela Groner, Peter Bellmann, Stefan Höppner, Patrick Thiam, Friedhelm Schwenker, Matthias Tichy
Predicting the Performance of ATL Model Transformations. Software Engineering (2024)
Raffaela Groner, Peter Bellmann, Stefan Höppner, Patrick Thiam, Friedhelm Schwenker, Matthias Tichy
Predicting the Performance of ATL Model Transformations. ICPE (2023)
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)
Patrick Thiam, Hans A. Kestler, Friedhelm Schwenker
Deep Learning Architectures for Pain Recognition Based on Physiological Signals. ICPR Workshops (1) (2022)
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 (2022)
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) (2021)
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 (2021)
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)
Peter Bellmann, Patrick Thiam, Friedhelm Schwenker
Automatic Pain Intensity Recognition: Training Set Selection based on Outliers and Centroids. ESANN (2020)
Nadeen Shoukry, Omar Elkilany, Patrick Thiam, Viktor Kessler, Friedhelm Schwenker
Subject-independent Pain Recognition using Physiological Signals and Para-linguistic Vocalizations. ICPRAM (2020)
Patrick Thiam, Hans A. Kestler, Friedhelm Schwenker
Multimodal Deep Denoising Convolutional Autoencoders for Pain Intensity Classification based on Physiological Signals. ICPRAM (2020)
Peter Bellmann, Patrick Thiam, Friedhelm Schwenker
Dominant Channel Fusion Architectures - An Intelligent Late Fusion Approach. IJCNN (2020)
Peter Bellmann, Patrick Thiam, Friedhelm Schwenker
Person Identification based on Physiological Signals: Conditions and Risks. ICPRAM (2020)
Peter Bellmann, Patrick Thiam, Friedhelm Schwenker
Pain Intensity Recognition - An Analysis of Short-Time Sequences in a Real-World Scenario. ANNPR (2020)
Patrick Thiam, Hans A. Kestler, Friedhelm Schwenker
Two-Stream Attention Network for Pain Recognition from Video Sequences. Sensors 20 (3) (2020)
Patrick Thiam, Peter Bellmann, Hans A. Kestler, Friedhelm Schwenker
Exploring Deep Physiological Models for Nociceptive Pain Recognition. Sensors 19 (20) (2019)
Peter Bellmann, Patrick Thiam, Friedhelm Schwenker
Using a Quartile-based Data Transformation for Pain Intensity Classification based on the SenseEmotion Database. ACII Workshops (2019)
Nikolai Kalischek, Patrick Thiam, Peter Bellmann, Friedhelm Schwenker
Deep Domain Adaptation for Facial Expression Analysis. ACII Workshops (2019)
Adrián T. Ruiz, Patrick Thiam, Friedhelm Schwenker, Günther Palm
A k -Nearest Neighbor Based Algorithm for Multi-Instance Multi-Label Active Learning. ANNPR (2018)
Jan Sellner, Patrick Thiam, Friedhelm Schwenker
Visualizing Facial Expression Features of Pain and Emotion Data. MPRSS (2018)
Patrick Thiam, Friedhelm Schwenker
Combining Deep and Hand-Crafted Features for Audio-Based Pain Intensity Classification. MPRSS (2018)
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) (2018)
Patrick Thiam, Viktor Kessler, Friedhelm Schwenker
Hierarchical Combination of Video Features for Personalised Pain Level Recognition. ESANN (2017)
Viktor Kessler, Patrick Thiam, Mohammadreza Amirian, Friedhelm Schwenker
Pain recognition with camera photoplethysmography. IPTA (2017)
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) (2017)
Patrick Thiam, Friedhelm Schwenker
Multi-modal data fusion for pain intensity assessment and classification. IPTA (2017)
Viktor Kessler, Patrick Thiam, Mohammadreza Amirian, Friedhelm Schwenker
Multimodal fusion including camera photoplethysmography for pain recognition. ICCT (2017)
Patrick Thiam, Sascha Meudt, Friedhelm Schwenker, Günther Palm
Active Learning for Speech Event Detection in HCI. ANNPR (2016)
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)
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) (2016)
Mohammadreza Amirian, Markus Kächele, Patrick Thiam, Viktor Kessler, Friedhelm Schwenker
Continuous Multimodal Human Affect Estimation using Echo State Networks. AVEC@ACM Multimedia (2016)
Patrick Thiam, Viktor Kessler, Steffen Walter, Günther Palm, Friedhelm Schwenker
Audio-Visual Recognition of Pain Intensity. MPRSS (2016)
Markus Kächele, Martin Schels, Patrick Thiam, Friedhelm Schwenker
Fusion Mappings for Multimodal Affect Recognition. SSCI (2015)
Patrick Thiam, Markus Kächele, Friedhelm Schwenker, Guenther Palm
Ensembles of Support Vector Data Description for Active Learning Based Annotation of Affective Corpora. SSCI (2015)
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)
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)
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)
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)
Markus Kächele, Patrick Thiam, Günther Palm, Friedhelm Schwenker
Majority-Class Aware Support Vector Domain Oversampling for Imbalanced Classification Problems. ANNPR (2014)
Patrick Thiam, Viktor Kessler, Friedhelm Schwenker
A Reinforcement Learning Algorithm to Train a Tetris Playing Agent. ANNPR (2014)