Explainable anomaly detection for Hot-rolling industrial process. - Jakub Jakubowski; Przemyslaw Stanisz; Szymon Bobek; Grzegorz J. Nalepa (DSAA, 2021)

Roll Wear Prediction in Strip Cold Rolling with Physics-Informed Autoencoder and Counterfactual Explanations. - Jakub Jakubowski; Przemyslaw Stanisz; Szymon Bobek; Grzegorz J. Nalepa (DSAA, 2022)

Performance of Explainable AI Methods in Asset Failure Prediction. - Jakub Jakubowski; Przemyslaw Stanisz; Szymon Bobek; Grzegorz J. Nalepa (ICCS (4), 2022)

Anomaly Detection in Asset Degradation Process Using Variational Autoencoder and Explanations. - Jakub Jakubowski; Przemyslaw Stanisz; Szymon Bobek; Grzegorz J. Nalepa (Sensors, 2022)

Explainable Anomaly Detection in Industrial Streams. - Jakub Jakubowski; Przemyslaw Stanisz; Szymon Bobek; Grzegorz J. Nalepa (ECAI Workshops (1), 2023)

Towards Online Anomaly Detection in Steel Manufacturing Process. - Jakub Jakubowski; Przemyslaw Stanisz; Szymon Bobek; Grzegorz J. Nalepa (ICCS (4), 2023)

Assessment of Explainable Anomaly Detection for Monitoring of Cold Rolling Process. - Jakub Jakubowski; Przemyslaw Stanisz; Szymon Bobek; Grzegorz J. Nalepa (ICCS (5), 2024)