Patrick Thiam

44 papers B 5C 5Journal 11Unranked 21
YearRankTypeTitle / Venue / Authors
2025 J jnl
Dealing with Class Overlap Through Cluster-Based Sample Weighting.
Comput.
Patrick Thiam, Friedhelm Schwenker, Hans Armin Kestler
2024 J jnl
Enhanced performance prediction of ATL model transformations.
Perform. Evaluation
Raffaela Groner, Peter Bellmann, Stefan Höppner, Patrick Thiam, Friedhelm Schwenker, Hans A. Kestler, Matthias Tichy
2024 C conf
Predicting the Performance of ATL Model Transformations.
Software Engineering
Raffaela Groner, Peter Bellmann, Stefan Höppner, Patrick Thiam, Friedhelm Schwenker, Matthias Tichy
2023 B conf
Predicting the Performance of ATL Model Transformations.
ICPE
Raffaela Groner, Peter Bellmann, Stefan Höppner, Patrick Thiam, Friedhelm Schwenker, Matthias Tichy
2023 J jnl
Unsupervised domain adaptation for the detection of cardiomegaly in cross-domain chest X-ray images.
Frontiers Artif. Intell.
Patrick Thiam, Ludwig Lausser, Christopher Kloth, Daniel Blaich, Andreas Liebold, Meinrad Beer, Hans A. Kestler
2022 — conf
Deep Learning Architectures for Pain Recognition Based on Physiological Signals.
ICPR Workshops (1)
Patrick Thiam, Hans A. Kestler, Friedhelm Schwenker
2022 J jnl
Machine Learning-Based Pain Intensity Estimation: Where Pattern Recognition Meets Chaos Theory - An Example Based on the BioVid Heat Pain Database.
IEEE Access
Peter Bellmann, Patrick Thiam, Hans A. Kestler, Friedhelm Schwenker
2021 — —
Information fusion mechanisms for multi-modal affect recognition.
Patrick Thiam
2021 J jnl
Multi-Modal Pain Intensity Recognition Based on the SenseEmotion Database.
IEEE Trans. Affect. Comput.
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
2021 J jnl
Perspective on mHealth Concepts to Ensure Users' Empowerment-From Adverse Event Tracking for COVID-19 Vaccinations to Oncological Treatment.
IEEE Access
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
2020 B conf
Automatic Pain Intensity Recognition: Training Set Selection based on Outliers and Centroids.
ESANN
Peter Bellmann, Patrick Thiam, Friedhelm Schwenker
2020 B conf
Dominant Channel Fusion Architectures - An Intelligent Late Fusion Approach.
IJCNN
Peter Bellmann, Patrick Thiam, Friedhelm Schwenker
2020 C conf
Multimodal Deep Denoising Convolutional Autoencoders for Pain Intensity Classification based on Physiological Signals.
ICPRAM
Patrick Thiam, Hans A. Kestler, Friedhelm Schwenker
2020 — conf
Pain Intensity Recognition - An Analysis of Short-Time Sequences in a Real-World Scenario.
ANNPR
Peter Bellmann, Patrick Thiam, Friedhelm Schwenker
2020 C conf
Person Identification based on Physiological Signals: Conditions and Risks.
ICPRAM
Peter Bellmann, Patrick Thiam, Friedhelm Schwenker
2020 C conf
Subject-independent Pain Recognition using Physiological Signals and Para-linguistic Vocalizations.
ICPRAM
Nadeen Shoukry, Omar Elkilany, Patrick Thiam, Viktor Kessler, Friedhelm Schwenker
2020 J jnl
Two-Stream Attention Network for Pain Recognition from Video Sequences.
Sensors
Patrick Thiam, Hans A. Kestler, Friedhelm Schwenker
2020 B conf
Using Meta Labels for the Training of Weighting Models in a Sample-Specific Late Fusion Classification Architecture.
ICPR
Peter Bellmann, Patrick Thiam, Friedhelm Schwenker
2019 — conf
Deep Domain Adaptation for Facial Expression Analysis.
ACII Workshops
Nikolai Kalischek, Patrick Thiam, Peter Bellmann, Friedhelm Schwenker
2019 J jnl
Exploring Deep Physiological Models for Nociceptive Pain Recognition.
Sensors
Patrick Thiam, Peter Bellmann, Hans A. Kestler, Friedhelm Schwenker
2019 — conf
Using a Quartile-based Data Transformation for Pain Intensity Classification based on the SenseEmotion Database.
ACII Workshops
Peter Bellmann, Patrick Thiam, Friedhelm Schwenker
2018 J jnl
A Temporal Dependency Based Multi-modal Active Learning Approach for Audiovisual Event Detection.
Neural Process. Lett.
Patrick Thiam, Sascha Meudt, Günther Palm, Friedhelm Schwenker
2018 — conf
A k -Nearest Neighbor Based Algorithm for Multi-Instance Multi-Label Active Learning.
ANNPR
Adrián T. Ruiz, Patrick Thiam, Friedhelm Schwenker, Günther Palm
2018 — conf
Combining Deep and Hand-Crafted Features for Audio-Based Pain Intensity Classification.
MPRSS
Patrick Thiam, Friedhelm Schwenker
2018 — conf
Visualizing Facial Expression Features of Pain and Emotion Data.
MPRSS
Jan Sellner, Patrick Thiam, Friedhelm Schwenker
2017 J jnl
Adaptive confidence learning for the personalization of pain intensity estimation systems.
Evol. Syst.
Markus Kächele, Mohammadreza Amirian, Patrick Thiam, Philipp Werner, Steffen Walter, Günther Palm, Friedhelm Schwenker
2017 B conf
Hierarchical Combination of Video Features for Personalised Pain Level Recognition.
ESANN
Patrick Thiam, Viktor Kessler, Friedhelm Schwenker
2017 — conf
Multi-modal data fusion for pain intensity assessment and classification.
IPTA
Patrick Thiam, Friedhelm Schwenker
2017 — ch.
Multimodal Affect Recognition in the Context of Human-Computer Interaction for Companion-Systems.
Companion Technology
Friedhelm Schwenker, Ronald Böck, Martin Schels, Sascha Meudt, Ingo Siegert, Michael Glodek, Markus Kächele, Miriam Schmidt-Wack, Patrick Thiam, Andreas Wendemuth, Gerald Krell
2017 — conf
Multimodal fusion including camera photoplethysmography for pain recognition.
ICCT
Viktor Kessler, Patrick Thiam, Mohammadreza Amirian, Friedhelm Schwenker
2017 — conf
Pain recognition with camera photoplethysmography.
IPTA
Viktor Kessler, Patrick Thiam, Mohammadreza Amirian, Friedhelm Schwenker
2016 — conf
Active Learning for Speech Event Detection in HCI.
ANNPR
Patrick Thiam, Sascha Meudt, Friedhelm Schwenker, Günther Palm
2016 — conf
Audio-Visual Recognition of Pain Intensity.
MPRSS
Patrick Thiam, Viktor Kessler, Steffen Walter, Günther Palm, Friedhelm Schwenker
2016 — conf
Continuous Multimodal Human Affect Estimation using Echo State Networks.
AVEC@ACM Multimedia
Mohammadreza Amirian, Markus Kächele, Patrick Thiam, Viktor Kessler, Friedhelm Schwenker
2016 J jnl
Methods for Person-Centered Continuous Pain Intensity Assessment From Bio-Physiological Channels.
IEEE J. Sel. Top. Signal Process.
Markus Kächele, Patrick Thiam, Mohammadreza Amirian, Friedhelm Schwenker, Günther Palm
2016 — conf
The SenseEmotion Database: A Multimodal Database for the Development and Systematic Validation of an Automatic Pain- and Emotion-Recognition System.
MPRSS
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
2015 — conf
Ensemble Methods for Continuous Affect Recognition: Multi-modality, Temporality, and Challenges.
AVEC@ACM Multimedia
Markus Kächele, Patrick Thiam, Günther Palm, Friedhelm Schwenker, Martin Schels
2015 — conf
Ensembles of Support Vector Data Description for Active Learning Based Annotation of Affective Corpora.
SSCI
Patrick Thiam, Markus Kächele, Friedhelm Schwenker, Guenther Palm
2015 — conf
Fusion Mappings for Multimodal Affect Recognition.
SSCI
Markus Kächele, Martin Schels, Patrick Thiam, Friedhelm Schwenker
2015 C conf
Multimodal Data Fusion for Person-Independent, Continuous Estimation of Pain Intensity.
EANN
Markus Kächele, Patrick Thiam, Mohammadreza Amirian, Philipp Werner, Steffen Walter, Friedhelm Schwenker, Günther Palm
2014 — conf
A Reinforcement Learning Algorithm to Train a Tetris Playing Agent.
ANNPR
Patrick Thiam, Viktor Kessler, Friedhelm Schwenker
2014 — conf
Detection of Emotional Events utilizing Support Vector Methods in an Active Learning HCI Scenario.
ERM4HCI@ICMI
Patrick Thiam, Sascha Meudt, Markus Kächele, Günther Palm, Friedhelm Schwenker
2014 — conf
Majority-Class Aware Support Vector Domain Oversampling for Imbalanced Classification Problems.
ANNPR
Markus Kächele, Patrick Thiam, Günther Palm, Friedhelm Schwenker
2014 — conf
On Annotation and Evaluation of Multi-modal Corpora in Affective Human-Computer Interaction.
MA3HMI@INTERSPEECH
Markus Kächele, Martin Schels, Sascha Meudt, Viktor Kessler, Michael Glodek, Patrick Thiam, Stephan Tschechne, Günther Palm, Friedhelm Schwenker