I see what you did there: Understanding when to trust a ML model with NOVA. - Tobias Baur 001; Alexander Heimerl; Florian Lingenfelser; Elisabeth André (ACII Workshops, 2019)

NOVA - A tool for eXplainable Cooperative Machine Learning. - Alexander Heimerl; Tobias Baur 001; Florian Lingenfelser; Johannes Wagner 001; Elisabeth André (ACII, 2019)

Towards Demystifying Subliminal Persuasiveness: Using XAI-Techniques to Highlight Persuasive Markers of Public Speeches. - Klaus Weber 001; Lukas Tinnes; Tobias Huber; Alexander Heimerl; Marc-Leon Reinecker; Eva Pohlen; Elisabeth André (EXTRAAMAS@AAMAS, 2020)

A Transparent Framework towards the Context-Sensitive Recognition of Conversational Engagement. - Alexander Heimerl; Tobias Baur 001; Elisabeth André (MRC@ECAI, 2020)

NOVA: A Tool for Explanatory Multimodal Behavior Analysis and Its Application to Psychotherapy. - Tobias Baur 001; Sina Clausen; Alexander Heimerl; Florian Lingenfelser; Wolfgang Lutz; Elisabeth André (MMM (2), 2020)

This is not the Texture you are looking for! Introducing Novel Counterfactual Explanations for Non-Experts using Generative Adversarial Learning. - Silvan Mertes; Tobias Huber; Katharina Weitz; Alexander Heimerl; Elisabeth André (CoRR, 2020)

eXplainable Cooperative Machine Learning with NOVA. - Tobias Baur 001; Alexander Heimerl; Florian Lingenfelser; Johannes Wagner 001; Michel F. Valstar; Björn W. Schuller; Elisabeth André (Künstliche Intell., 2020)

Towards a Deeper Modeling of Emotions: The Deep Method and its Application on Shame. - Tanja Schneeberger; Mirella Hladký; Ann-Kristin Thurner; Jana Volkert; Alexander Heimerl; Tobias Baur 001; Elisabeth André; Patrick Gebhard (ACII, 2021)

Teaching Ethics as a Creative Subject: Ideas From an Interdisciplinary Workshop. - Luke Haliburton; Alexander Heimerl; Stephanie Böhme; Elisabeth André; Albrecht Schmidt 001; Andrew L. Kun (IEEE Pervasive Comput., 2021)

Generating Personalized Behavioral Feedback for a Virtual Job Interview Training System Through Adversarial Learning. - Alexander Heimerl; Silvan Mertes; Tanja Schneeberger; Tobias Baur 001; Ailin Liu; Linda Becker; Nicolas Rohleder; Patrick Gebhard; Elisabeth André (AIED (1), 2022)

Towards Automated Sign Language Production: A Pipeline for Creating Inclusive Virtual Humans. - Lucas Bernhard; Fabrizio Nunnari; Amelie Unger; Judith Bauerdiek; Christian Dold; Marcel Hauck; Alexander Stricker; Tobias Baur 001; Alexander Heimerl; Elisabeth André; Melissa Reinecker; Cristina España-Bonet; et al. (PETRA, 2022)

We've never been eye to eye: A Pupillometry Pipeline for the Detection of Stress and Negative Affect in Remote Working Scenarios. - Alexander Heimerl; Linda Becker; Dominik Schiller; Tobias Baur 001; Fabian Wildgrube; Nicolas Rohleder; Elisabeth André (PETRA, 2022)

"GAN I hire you?" - A System for Personalized Virtual Job Interview Training. - Alexander Heimerl; Silvan Mertes; Tanja Schneeberger; Tobias Baur 001; Ailin Liu; Linda Becker; Nicolas Rohleder; Patrick Gebhard; Elisabeth André (CoRR, 2022)

GANterfactual - Counterfactual Explanations for Medical Non-experts Using Generative Adversarial Learning. - Silvan Mertes; Tobias Huber; Katharina Weitz; Alexander Heimerl; Elisabeth André (Frontiers Artif. Intell., 2022)

Unraveling ML Models of Emotion With NOVA: Multi-Level Explainable AI for Non-Experts. - Alexander Heimerl; Katharina Weitz; Tobias Baur 001; Elisabeth André (IEEE Trans. Affect. Comput., 2022)

MultiMediate '23: Engagement Estimation and Bodily Behaviour Recognition in Social Interactions. - Philipp Müller 001; Michal Balazia; Tobias Baur 001; Michael Dietz; Alexander Heimerl; Dominik Schiller; Mohammed Guermal; Dominike Thomas; François Brémond; Jan Alexandersson; Elisabeth André; Andreas Bulling (ACM Multimedia, 2023)

ForDigitStress: A multi-modal stress dataset employing a digital job interview scenario. - Alexander Heimerl; Pooja Prajod; Silvan Mertes; Tobias Baur 001; Matthias Kraus 001; Ailin Liu; Helen Risack; Nicolas Rohleder; Elisabeth André; Linda Becker (CoRR, 2023)

Recognizing Emotion Regulation Strategies from Human Behavior with Large Language Models. - Philipp Müller 001; Alexander Heimerl; Sayed Muddashir Hossain; Lea Siegel; Jan Alexandersson; Patrick Gebhard; Elisabeth André; Tanja Schneeberger (ACII, 2024)

A Machine Learning-Driven Interactive Training System for Extreme Vocal Techniques. - Johanna Holzinger; Alexander Heimerl; Ruben Schlagowski; Elisabeth André; Silvan Mertes (Audio Mostly Conference, 2024)

MultiMediate'24: Multi-Domain Engagement Estimation. - Philipp Müller 001; Michal Balazia; Tobias Baur 001; Michael Dietz; Alexander Heimerl; Anna Penzkofer; Dominik Schiller; François Brémond; Jan Alexandersson; Elisabeth André; Andreas Bulling (ACM Multimedia, 2024)

The Deep Method: Towards Computational Modeling of the Social Emotion Shame Driven by Theory, Introspection, and Social Signals. - Tanja Schneeberger; Mirella Hladký; Ann-Kristin Thurner; Jana Volkert; Alexander Heimerl; Tobias Baur 001; Elisabeth André; Patrick Gebhard (IEEE Trans. Affect. Comput., 2024)

The ForDigitStress Dataset: A Multi-Modal Dataset for Automatic Stress Recognition. - Alexander Heimerl; Pooja Prajod; Silvan Mertes; Tobias Baur 001; Matthias Kraus 001; Ailin Liu; Helen Risack; Nicolas Rohleder; Elisabeth André; Linda Becker (IEEE Trans. Affect. Comput., 2025)