Jakub Jakubowski

According to our database, Jakub Jakubowski authored at least 11 papers between 2021 and 2024.

Collaborative distances:

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

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, Grzegorz J. Nalepa

CoRR, 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

Understanding Survival Models Through Counterfactual Explanations.

Abdallah Alabdallah, Jakub Jakubowski, Sepideh Pashami, Szymon Bobek, Mattias Ohlsson, Thorsteinn S. Rögnvaldsson, Grzegorz J. Nalepa

Proceedings of the Computational Science - ICCS 2024, 2024

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, Moamar Sayed Mouchaweh, Lala H. Rajaoarisoa, Grzegorz J. Nalepa, João Gama

CoRR, 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

Poster: Human-in-the-Loop Anomaly Detection in Industrial Data Streams.

Jakub Jakubowski, Szymon Bobek, Grzegorz J. Nalepa

Proceedings of the 15th Biannual Conference of the Italian SIGCHI Chapter, 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