Martin Schels

A generic framework for the inference of user states in human computer interaction

Stefan Scherer, Michael Glodek, Georg Layher et al. · Journal on Multimodal User Interfaces · 2012 · 41 citations

Cognitive Science, Human Computer Interaction, Engineering +13

Inferring Depression and Affect from Application Dependent Meta Knowledge

Markus Kächele, Martin Schels, Friedhelm Schwenker · 2014 · 39 citations

Machine Learning, Affective Variable, Affective Neuroscience +20

A Survey on Methods for the Safety Assurance of Machine Learning Based Systems

Gesina Schwalbe, Martin Schels · 2020 · 39 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Ensemble Gaussian mixture models for probability density estimation

Michael Glodek, Martin Schels, Friedhelm Schwenker · Computational Statistics · 2012 · 37 citations

Probability Density Estimation, Mixture Distribution, Density Estimation +3

Ensemble Methods for Continuous Affect Recognition

Markus Kächele, Patrick Thiam, Günther Palm et al. · 2015 · 30 citations

Engineering, Machine Learning, Affective Neuroscience +17