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)

Poster: Human-in-the-Loop Anomaly Detection in Industrial Data Streams. - Jakub Jakubowski; Szymon Bobek; Grzegorz J. Nalepa (CHItaly, 2023)

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)

Explainable Predictive Maintenance. - Sepideh Pashami; Slawomir Nowaczyk; Yuantao Fan; Jakub Jakubowski; Nuno Paiva; Narjes Davari; Szymon Bobek; Samaneh Jamshidi; Hamid Sarmadi; Abdallah Alabdallah; Rita P. Ribeiro; Bruno Veloso; et al. (CoRR, 2023)

Understanding Survival Models Through Counterfactual Explanations. - Abdallah Alabdallah; Jakub Jakubowski; Sepideh Pashami; Szymon Bobek; Mattias Ohlsson; Thorsteinn S. Rögnvaldsson; Grzegorz J. Nalepa (ICCS (4), 2024)

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

Artificial Intelligence Approaches for Predictive Maintenance in the Steel Industry: A Survey. - Jakub Jakubowski; Natalia Wojak-Strzelecka; Rita P. Ribeiro; Sepideh Pashami; Szymon Bobek; João Gama 001; Grzegorz J. Nalepa (CoRR, 2024)

TCM: Benchmark Datasets for Predictive Maintenance in Steel Manufacturing. - Jakub Jakubowski; Szymon Bobek; Grzegorz J. Nalepa (Zenodo, 2024)