Martin Schels - RankMe

33 papers B 5Journal 7Unranked 18

Year	Rank	Type	Title / Venue / Authors
2022	B	`conf`	Application of STPA for the Elicitation of Safety Requirements for a Machine Learning-Based Perception Component in Automotive. SAFECOMP Esra Acar-Celik, Carmen Cârlan, Asim Abdulkhaleq, Fridolin Bauer, Martin Schels, Henrik J. Putzer
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
2016	J	`jnl`	Revisiting the EmotiW challenge: how wild is it really? J. Multimodal User Interfaces Markus Kächele, Martin Schels, Sascha Meudt, Günther Palm, Friedhelm Schwenker
2016	J	`jnl`	The Influence of Annotation, Corpus Design, and Evaluation on the Outcome of Automatic Classification of Human Emotions. Frontiers ICT Markus Kächele, Martin Schels, Friedhelm Schwenker
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`	Fusion Mappings for Multimodal Affect Recognition. SSCI Markus Kächele, Martin Schels, Patrick Thiam, Friedhelm Schwenker
2015	—	`—`	Multiple classifier systems in human-computer interaction. Martin Schels
2015	—	`conf`	On the effects of continuous annotation tools and the human factor on the annotation outcome. ISCT Viktor Kessler, Martin Schels, Markus Kächele, Guenther Palm, Friedhelm Schwenker
2015	—	`conf`	Paradigms for the Construction and Annotation of Emotional Corpora for Real-world Human-Computer-Interaction. ICPRAM (1) Markus Kächele, Stefanie Rukavina, Günther Palm, Friedhelm Schwenker, Martin Schels
2014	—	`conf`	A New Multi-class Fuzzy Support Vector Machine Algorithm. ANNPR Friedhelm Schwenker, Markus Frey, Michael Glodek, Markus Kächele, Sascha Meudt, Martin Schels, Miriam Schmidt
2014	J	`jnl`	Combination of sequential class distributions from multiple channels using Markov fusion networks. J. Multimodal User Interfaces Michael Glodek, Martin Schels, Friedhelm Schwenker, Günther Palm
2014	—	`conf`	Inferring Depression and Affect from Application Dependent Meta Knowledge. AVEC@MM Markus Kächele, Martin Schels, 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
2014	J	`jnl`	Using unlabeled data to improve classification of emotional states in human computer interaction. J. Multimodal User Interfaces Martin Schels, Markus Kächele, Michael Glodek, David Hrabal, Steffen Walter, Friedhelm Schwenker
2013	J	`jnl`	Ensemble Gaussian mixture models for probability density estimation. Comput. Stat. Michael Glodek, Martin Schels, Friedhelm Schwenker
2013	—	`conf`	Kalman Filter Based Classifier Fusion for Affective State Recognition. MCS Michael Glodek, Stephan Reuter, Martin Schels, Klaus Dietmayer, Friedhelm Schwenker
2013	—	`conf`	Multi-view video based tracking and audio-visual identification of persons in a human-computer-interaction scenario. CYBCONF Sascha Meudt, Michael Glodek, Martin Schels, Friedhelm Schwenker
2013	J	`jnl`	On the discovery of events in EEG data utilizing information fusion. Comput. Stat. Martin Schels, Stefan Scherer, Michael Glodek, Hans A. Kestler, Günther Palm, Friedhelm Schwenker
2012	J	`jnl`	A generic framework for the inference of user states in human computer interaction. J. Multimodal User Interfaces Stefan Scherer, Michael Glodek, Georg Layher, Martin Schels, Miriam Schmidt, Tobias Brosch, Stephan Tschechne, Friedhelm Schwenker, Heiko Neumann, Günther Palm
2012	B	`conf`	Multi-modal Fusion based on classifiers using reject options and Markov Fusion Networks. ICPR Michael Glodek, Martin Schels, Günther Palm, Friedhelm Schwenker
2012	B	`conf`	Multiple classifier combination using reject options and markov fusion networks. ICMI Michael Glodek, Martin Schels, Günther Palm, Friedhelm Schwenker
2012	—	`conf`	Revisiting AVEC 2011 - An Information Fusion Architecture. WIRN Martin Schels, Michael Glodek, Friedhelm Schwenker, Günther Palm
2011	—	`conf`	Classification of Emotional States in a Woz Scenario Exploiting Labeled and Unlabeled Bio-physiological Data. PSL Martin Schels, Markus Kächele, David Hrabal, Steffen Walter, Harald C. Traue, Friedhelm Schwenker
2011	—	`conf`	How Low Level Observations Can Help to Reveal the User's State in HCI. ACII (2) Stefan Scherer, Martin Schels, Günther Palm
2011	—	`conf`	Incorporating uncertainty in a layered HMM architecture for human activity recognition. J-HGBU@MM Michael Glodek, Lutz Bigalke, Martin Schels, Friedhelm Schwenker
2011	—	`conf`	Multimodal Emotion Classification in Naturalistic User Behavior. HCI (3) Steffen Walter, Stefan Scherer, Martin Schels, Michael Glodek, David Hrabal, Miriam Schmidt, Ronald Böck, Kerstin Limbrecht, Harald C. Traue, Friedhelm Schwenker
2011	—	`conf`	Multiple Classifier Systems for the Classification of Audio-Visual Emotional States. ACII (2) Michael Glodek, Stephan Tschechne, Georg Layher, Martin Schels, Tobias Brosch, Stefan Scherer, Markus Kächele, Miriam Schmidt, Heiko Neumann, Günther Palm, Friedhelm Schwenker
2011	B	`conf`	Training of multiple classifier systems utilizing partially labeled sequential data sets. ESANN Martin Schels, Patrick Schillinger, Friedhelm Schwenker
2010	—	`conf`	A Hidden Markov Model Based Approach for Facial Expression Recognition in Image Sequences. ANNPR Miriam Schmidt, Martin Schels, Friedhelm Schwenker
2010	B	`conf`	A Multiple Classifier System Approach for Facial Expressions in Image Sequences Utilizing GMM Supervectors. ICPR Martin Schels, Friedhelm Schwenker
2010	—	`conf`	Multiple Classifier Systems for the Recogonition of Human Emotions. MCS Friedhelm Schwenker, Stefan Scherer, Miriam Schmidt, Martin Schels, Michael Glodek
2010	—	`conf`	Semi-supervised Facial Expressions Annotation Using Co-Training with Fast Probabilistic Tri-Class SVMs. ICANN (2) Mohamed Farouk Abdel Hady, Martin Schels, Friedhelm Schwenker, Günther Palm
2009	—	`ch.`	Classifier Fusion Applied to Facial Expression Recognition: An Experimental Comparison. Human Centered Robot Systems, Cognition, Interaction, Technology Martin Schels, Christian Thiel, Friedhelm Schwenker, Günther Palm