Przemyslaw Stanisz

According to our database, Przemyslaw Stanisz authored at least 7 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Assessment of Explainable Anomaly Detection for Monitoring of Cold Rolling Process.

Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa

Proceedings of the Computational Science - ICCS 2024, 2024

2023

Towards Online Anomaly Detection in Steel Manufacturing Process.

Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa

Proceedings of the Computational Science - ICCS 2023, 2023

Explainable Anomaly Detection in Industrial Streams.

Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa

Proceedings of the Artificial Intelligence. ECAI 2023 International Workshops - XAI³, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30, 2023

2022

Anomaly Detection in Asset Degradation Process Using Variational Autoencoder and Explanations.

Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa

Sensors, 2022

Performance of Explainable AI Methods in Asset Failure Prediction.

Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa

Proceedings of the Computational Science - ICCS 2022, 2022

Roll Wear Prediction in Strip Cold Rolling with Physics-Informed Autoencoder and Counterfactual Explanations.

Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa

Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022

2021

Explainable anomaly detection for Hot-rolling industrial process.

Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa

Proceedings of the 8th IEEE International Conference on Data Science and Advanced Analytics, 2021