Data mining methods for gene selection on the basis of gene expression arrays. - Michal Muszynski; Stanislaw Osowski (Int. J. Appl. Math. Comput. Sci., 2014)

Dynamic Time Warping of Multimodal Signals for Detecting Highlights in Movies. - Theodoros Kostoulas; Guillaume Chanel; Michal Muszynski; Patrizia Lombardo; Thierry Pun (INTERPERSONAL@ICMI, 2015)

Spectators' Synchronization Detection based on Manifold Representation of Physiological Signals: Application to Movie Highlights Detection. - Michal Muszynski; Theodoros Kostoulas; Guillaume Chanel; Patrizia Lombardo; Thierry Pun (ICMI, 2015)

Identifying aesthetic highlights in movies from clustering of physiological and behavioral signals. - Theodoros Kostoulas; Guillaume Chanel; Michal Muszynski; Patrizia Lombardo; Thierry Pun (QoMEX, 2015)

Synchronization among Groups of Spectators for Highlight Detection in Movies. - Michal Muszynski; Theodoros Kostoulas; Patrizia Lombardo; Thierry Pun; Guillaume Chanel (ACM Multimedia, 2016)

Recognizing induced emotions of movie audiences: Are induced and perceived emotions the same? - Leimin Tian; Michal Muszynski; Catherine Lai; Johanna D. Moore; Theodoros Kostoulas; Patrizia Lombardo; Thierry Pun; Guillaume Chanel (ACII, 2017)

Films, Affective Computing and Aesthetic Experience: Identifying Emotional and Aesthetic Highlights from Multimodal Signals in a Social Setting. - Theodoros Kostoulas; Guillaume Chanel; Michal Muszynski; Patrizia Lombardo; Thierry Pun (Frontiers ICT, 2017)

Aesthetic Highlight Detection in Movies Based on Synchronization of Spectators' Reactions. - Michal Muszynski; Theodoros Kostoulas; Patrizia Lombardo; Thierry Pun; Guillaume Chanel (ACM Trans. Multim. Comput. Commun. Appl., 2018)

Multimodal Affect and Aesthetic Experience. - Theodoros Kostoulas; Michal Muszynski; Theodora Chaspari; Panos Amelidis (ICMI, 2020)

Depression Severity Assessment for Adolescents at High Risk of Mental Disorders. - Michal Muszynski; Jamie Zelazny; Jeffrey M. Girard; Louis-Philippe Morency (ICMI, 2020)

Can Prediction of Turn-management Willingness Improve Turn-changing Modeling? - Ryo Ishii; Xutong Ren; Michal Muszynski; Louis-Philippe Morency (IVA, 2020)

Multimodal Privacy-preserving Mood Prediction from Mobile Data: A Preliminary Study. - Terrance Liu; Paul Pu Liang; Michal Muszynski; Ryo Ishii; David Brent; Randy Auerbach; Nicholas B. Allen; Louis-Philippe Morency (CoRR, 2020)

Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data. - Paul Pu Liang; Terrance Liu; Anna Cai; Michal Muszynski; Ryo Ishii; Nicholas B. Allen; Randy Auerbach; David Brent; Ruslan Salakhutdinov; Louis-Philippe Morency (ACL/IJCNLP (1), 2021)

Workshop on Multimodal Affect and Aesthetic Experience. - Michal Muszynski; Edgar Roman-Rangel; Leimin Tian; Theodoros Kostoulas; Theodora Chaspari; Panos Amelidis (ICMI, 2021)

Multimodal and Multitask Approach to Listener's Backchannel Prediction: Can Prediction of Turn-changing and Turn-management Willingness Improve Backchannel Modeling? - Ryo Ishii; Xutong Ren; Michal Muszynski; Louis-Philippe Morency (IVA, 2021)

Recognizing Induced Emotions of Movie Audiences from Multimodal Information. - Michal Muszynski; Leimin Tian; Catherine Lai; Johanna D. Moore; Theodoros Kostoulas; Patrizia Lombardo; Thierry Pun; Guillaume Chanel (IEEE Trans. Affect. Comput., 2021)

Applied Affective Computing - Leimin Tian; Sharon L. Oviatt; Michal Muszynski; Brent C. Chamberlain; Jennifer Healey; Akane Sano (ACM, 2022)

Flood Event Detection from Sentinel 1 and Sentinel 2 Data: Does Land Use Matter for Performance of U-Net based Flood Segmenters? - Michal Muszynski; Tobias Hölzer; Jonas R. M. Weiss; Paolo Fraccaro; Maciel Zortea; Thomas Brunschwiler (IEEE Big Data, 2022)

Cough Diary based on Sound Classification, Source Validation and Event Detection. - Michal Muszynski; Jeffrey Okyere; Ruchi Mahindru; Thomas Brunschwiler (ICHI, 2022)

Multimodal Affect and Aesthetic Experience. - Theodoros Kostoulas; Michal Muszynski; Leimin Tian; Edgar Roman-Rangel; Theodora Chaspari; Panos Amelidis (ICMI, 2022)

Impact of aesthetic movie highlights on semantics and emotions: a preliminary analysis. - Michal Muszynski; Elenor Morgenroth; Laura Vilaclara; Dimitri Van De Ville; Patrik Vuilleumier (ICMI Companion, 2022)

Feature importance methods unveiling the cross-sensitive response of an integrated sensor array to quantify major cations in drinking water. - Gianmarco Gabrieli; Michal Muszynski; Patrick W. Ruch (IEEE SENSORS, 2022)

Live Demonstration: An AI-assisted e-tongue for fast and portable fingerprinting of liquids. - Michal Muszynski; Gianmarco Gabrieli; Lukas Zimmerli; Yuksel Temiz; Ralph Heller; Aaron Cox; Keiji Matsumoto; Kitahiro Kaneda; Patrick W. Ruch (IEEE SENSORS, 2022)

Surface Water Mapping in Sentinel-1 Images: A Probabilistic Approach Combining Classic Detection Methods. - Maciel Zortea; Paolo Fraccaro; Thomas Brunschwiler; Michal Muszynski; Jonas R. M. Weiss (IGARSS, 2022)

A reconfigurable integrated electronic tongue and its use in accelerated analysis of juices and wines. - Gianmarco Gabrieli; Michal Muszynski; Patrick W. Ruch (ISOEN, 2022)

4th International Workshop on Multimodal Affect and Aesthetic Experience. - Michal Muszynski; Theodoros Kostoulas; Leimin Tian; Edgar Roman-Rangel; Theodora Chaspari; Panos Amelidis (ICMI, 2023)

Breathing New Life into COPD Assessment: Multisensory Home-monitoring for Predicting Severity. - Zixuan Xiao; Michal Muszynski; Ricards Marcinkevics; Lukas Zimmerli; Adam Daniel Ivankay; Dario Kohlbrenner; Manuel Kuhn; Yves Nordmann; Ulrich Muehlner; Christian F. Clarenbach; Julia E. Vogt; Thomas Brunschwiler (ICMI, 2023)

Toward Foundation Models for Earth Monitoring: Generalizable Deep Learning Models for Natural Hazard Segmentation. - Johannes Jakubik; Michal Muszynski; Michael Vössing; Niklas Kühl 001; Thomas Brunschwiler (IGARSS, 2023)

Foundation Models for Generalist Geospatial Artificial Intelligence. - Johannes Jakubik; Sujit Roy; C. E. Phillips; Paolo Fraccaro; Denys Godwin; Bianca Zadrozny; Daniela Szwarcman; Carlos Gomes; Gabby Nyirjesy; Blair Edwards; Daiki Kimura; Naomi Simumba; et al. (CoRR, 2023)

Flood Mapping Using Sentinel-1 Images and Lightweight U-Nets Trained on Synthesized Events. - Maciel Zortea; Michal Muszynski; Paolo Fraccaro; Jonas Weiss (IEEE Geosci. Remote. Sens. Lett., 2023)

Fine-tuning of Geospatial Foundation Models for Aboveground Biomass Estimation. - Michal Muszynski; Levente J. Klein; Ademir Ferreira da Silva; Anjani Prasad Atluri; Carlos Gomes; Daniela Szwarcman; Gurkanwar Singh; Kewen Gu; Maciel Zortea; Naomi Simumba; Paolo Fraccaro; Shraddha Singh; et al. (CoRR, 2024)