TY - JOUR A1 - Mertes, Silvan A1 - Huber, Tobias A1 - Weitz, Katharina A1 - Heimerl, Alexander A1 - André, Elisabeth T1 - GANterfactual—Counterfactual Explanations for Medical Non-experts Using Generative Adversarial Learning JF - Frontiers in Artificial Intelligence KW - generative adversarial networks KW - explainable AI KW - machine learning KW - counterfactual explanations KW - interpretable machine learning KW - image-to-image translation Y1 - 2022 U6 - https://doi.org/10.3389/frai.2022.825565 SN - 2624-8212 VL - 5 PB - Frontiers Media SA ER - TY - CHAP A1 - Heimerl, Alexander A1 - Mertes, Silvan A1 - Schneeberger, Tanja A1 - Baur, Tobias A1 - Liu, Ailin A1 - Becker, Linda A1 - Rohleder, Nicolas A1 - Gebhard, Patrick A1 - André, Elisabeth ED - Rodrigo, Maria Mercedes ED - Matsuda, Noburu ED - Cristea, Alexandra I. ED - Dimitrova, Vania T1 - Generating Personalized Behavioral Feedback for a Virtual Job Interview Training System Through Adversarial Learning T2 - Lecture Notes in Computer Science KW - job interview training KW - generative adversarial networks KW - counterfactual explanations KW - engagement Y1 - 2022 SN - 978-3-031-11644-5 U6 - https://doi.org/10.1007/978-3-031-11644-5_67 SN - 1611-3349 VL - 13355 SP - 679 EP - 684 PB - Springer International Publishing CY - Cham ER - TY - CHAP A1 - Holzinger, Johanna A1 - Heimerl, Alexander A1 - Schlagowski, Ruben A1 - André, Elisabeth A1 - Mertes, Silvan ED - Ludovico, Luca Andrea ED - Mauro, Davide Andrea T1 - A Machine Learning-Driven Interactive Training System for Extreme Vocal Techniques T2 - AM '24: Proceedings of the 19th International Audio Mostly Conference: Explorations in Sonic Cultures KW - extreme vocals KW - learning application KW - interactive learning KW - vocal techniques KW - interaction design Y1 - 2024 SN - 979-8-4007-0968-5 U6 - https://doi.org/10.1145/3678299.3678334 SP - 348 EP - 354 PB - ACM CY - New York, NY, USA ER - TY - JOUR A1 - Heimerl, Alexander A1 - Prajod, Pooja A1 - Mertes, Silvan A1 - Baur, Tobias A1 - Kraus, Matthias A1 - Liu, Ailin A1 - Risack, Helen A1 - Rohleder, Nicolas A1 - André, Elisabeth A1 - Becker, Linda T1 - The ForDigitStress Dataset: A Multi-Modal Dataset for Automatic Stress Recognition JF - IEEE Transactions on Affective Computing KW - affective computing KW - digital stress KW - job interviews KW - multimodal dataset KW - stress KW - stress dataset KW - stress physiology Y1 - 2025 U6 - https://doi.org/10.1109/TAFFC.2024.3501400 SN - 1949-3045 SN - 2371-9850 VL - 16 IS - 2025,2 SP - 1219 EP - 1234 PB - Institute of Electrical and Electronics Engineers (IEEE) ER -