Alexander Heimerl

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 19

Top Topics

Social Interaction

Computational Modeling

Top Venues

IEEE Trans. Affect. Comput.

Publications

Tanja Schneeberger, Mirella Hladký, Ann-Kristin Thurner, Jana Volkert, Alexander Heimerl, Tobias Baur, Elisabeth André, Patrick Gebhard
The Deep Method: Towards Computational Modeling of the Social Emotion Shame Driven by Theory, Introspection, and Social Signals. IEEE Trans. Affect. Comput. 15 (2) (2024)
Alexander Heimerl, Pooja Prajod, Silvan Mertes, Tobias Baur, Matthias Kraus, Ailin Liu, Helen Risack, Nicolas Rohleder, Elisabeth André, Linda Becker
ForDigitStress: A multi-modal stress dataset employing a digital job interview scenario. CoRR (2023)
Philipp Müller, Michal Balazia, Tobias Baur, Michael Dietz, Alexander Heimerl, Dominik Schiller, Mohammed Guermal, Dominike Thomas, François Brémond, Jan Alexandersson, Elisabeth André, Andreas Bulling
MultiMediate'23: Engagement Estimation and Bodily Behaviour Recognition in Social Interactions. CoRR (2023)
Philipp Müller, Michal Balazia, Tobias Baur, Michael Dietz, Alexander Heimerl, Dominik Schiller, Mohammed Guermal, Dominike Thomas, François Brémond, Jan Alexandersson, Elisabeth André, Andreas Bulling
MultiMediate '23: Engagement Estimation and Bodily Behaviour Recognition in Social Interactions. ACM Multimedia (2023)
Alexander Heimerl, Katharina Weitz, Tobias Baur, Elisabeth André
Unraveling ML Models of Emotion With NOVA: Multi-Level Explainable AI for Non-Experts. IEEE Trans. Affect. Comput. 13 (3) (2022)
Alexander Heimerl, Linda Becker, Dominik Schiller, Tobias Baur, Fabian Wildgrube, Nicolas Rohleder, Elisabeth André
We've never been eye to eye: A Pupillometry Pipeline for the Detection of Stress and Negative Affect in Remote Working Scenarios. PETRA (2022)
Alexander Heimerl, Silvan Mertes, Tanja Schneeberger, Tobias Baur, Ailin Liu, Linda Becker, Nicolas Rohleder, Patrick Gebhard, Elisabeth André
Generating Personalized Behavioral Feedback for a Virtual Job Interview Training System Through Adversarial Learning. AIED (1) (2022)
Lucas Bernhard, Fabrizio Nunnari, Amelie Unger, Judith Bauerdiek, Christian Dold, Marcel Hauck, Alexander Stricker, Tobias Baur, Alexander Heimerl, Elisabeth André, Melissa Reinecker, Cristina España-Bonet, Yasser Hamidullah, Stephan Busemann, Patrick Gebhard, Corinna Jäger, Sonja Wecker, Yvonne Kossel, Henrik Müller, Kristoffer Waldow, Arnulph Fuhrmann, Martin Misiak, Dieter Wallach
Towards Automated Sign Language Production: A Pipeline for Creating Inclusive Virtual Humans. PETRA (2022)
Alexander Heimerl, Silvan Mertes, Tanja Schneeberger, Tobias Baur, Ailin Liu, Linda Becker, Nicolas Rohleder, Patrick Gebhard, Elisabeth André
"GAN I hire you?" - A System for Personalized Virtual Job Interview Training. CoRR (2022)
Silvan Mertes, Tobias Huber, Katharina Weitz, Alexander Heimerl, Elisabeth André
GANterfactual - Counterfactual Explanations for Medical Non-experts Using Generative Adversarial Learning. Frontiers Artif. Intell. 5 (2022)
Tanja Schneeberger, Mirella Hladký, Ann-Kristin Thurner, Jana Volkert, Alexander Heimerl, Tobias Baur, Elisabeth André, Patrick Gebhard
Towards a Deeper Modeling of Emotions: The Deep Method and its Application on Shame. ACII (2021)
Luke Haliburton, Alexander Heimerl, Stephanie Böhme, Elisabeth André, Albrecht Schmidt, Andrew L. Kun
Teaching Ethics as a Creative Subject: Ideas From an Interdisciplinary Workshop. IEEE Pervasive Comput. 20 (3) (2021)
Alexander Heimerl, Tobias Baur, Elisabeth André
A Transparent Framework towards the Context-Sensitive Recognition of Conversational Engagement. MRC@ECAI (2020)
Tobias Baur, Alexander Heimerl, Florian Lingenfelser, Johannes Wagner, Michel F. Valstar, Björn W. Schuller, Elisabeth André
eXplainable Cooperative Machine Learning with NOVA. Künstliche Intell. 34 (2) (2020)
Silvan Mertes, Tobias Huber, Katharina Weitz, Alexander Heimerl, Elisabeth André
This is not the Texture you are looking for! Introducing Novel Counterfactual Explanations for Non-Experts using Generative Adversarial Learning. CoRR (2020)
Tobias Baur, Sina Clausen, Alexander Heimerl, Florian Lingenfelser, Wolfgang Lutz, Elisabeth André
NOVA: A Tool for Explanatory Multimodal Behavior Analysis and Its Application to Psychotherapy. MMM (2) (2020)
Klaus Weber, Lukas Tinnes, Tobias Huber, Alexander Heimerl, Marc-Leon Reinecker, Eva Pohlen, Elisabeth André
Towards Demystifying Subliminal Persuasiveness: Using XAI-Techniques to Highlight Persuasive Markers of Public Speeches. EXTRAAMAS@AAMAS (2020)
Tobias Baur, Alexander Heimerl, Florian Lingenfelser, Elisabeth André
I see what you did there: Understanding when to trust a ML model with NOVA. ACII Workshops (2019)
Alexander Heimerl, Tobias Baur, Florian Lingenfelser, Johannes Wagner, Elisabeth André
NOVA - A tool for eXplainable Cooperative Machine Learning. ACII (2019)