Unsupervised approach for online outlier detection in industrial process data. - Michal Bechný; Johannes Himmelbauer (ISM, 2021)

Missing Data Patterns: From Theory to an Application in the Steel Industry. - Michal Bechny; Florian Sobieczky; Jürgen Zeindl; Lisa Ehrlinger (SSDBM, 2021)

Bridging AI and Clinical Practice: Integrating Automated Sleep Scoring Algorithm with Uncertainty-Guided Physician Review. - Michal Bechny; Giuliana Monachino; Luigi Fiorillo; Julia van der Meer; Markus H. Schmidt; Claudio L. A. Bassetti; Athina Tzovara; Francesca D. Faraci (CoRR, 2023)

Modeling Perceived Sleep Quality Through Objective and Subjective Data. - Alvise Dei Rossi; Davide Marzorati; Radoslava Svihrová; Michal Bechny; Silvia Santini; Francesca Faraci 002 (ACII (Workshops and Demos), 2024)

Framework for Algorithmic Bias Quantification and its Application to Automated Sleep Scoring. - Michal Bechny; Giuliana Monachino; Luigi Fiorillo; Julia van der Meer; Markus H. Schmidt; Claudio L. A. Bassetti; Athina Tzovara; Francesca D. Faraci (SDS, 2024)

Comparison analysis between standard polysomnographic data and in-ear-EEG signals: A preliminary study. - Gianpaolo Palo; Luigi Fiorillo; Giuliana Monachino; Michal Bechny; Mark Melnykowycz; Athina Tzovara; Valentina Agostini; Francesca Dalia Faraci (CoRR, 2024)

Unveiling Sleep Dysregulation in Chronic Fatigue Syndrome with and Without Fibromyalgia Through Bayesian Networks. - Michal Bechny; Marco Scutari; Julia van der Meer; Francesca D. Faraci; Stéphane Meystre; Benjamin H. Natelson; Akifumi Kishi (AIME (1), 2025)

SLEEPYLAND: trust begins with fair evaluation of automatic sleep staging models. - Alvise Dei Rossi; Matteo Metaldi; Michal Bechny; Irina Filchenko; Julia van der Meer; Markus H. Schmidt; Claudio L. A. Bassetti; Athina Tzovara; Francesca D. Faraci; Luigi Fiorillo (CoRR, 2025)