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ORCIDJakub Jakubowski
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2020 – today
- 2024
[c8]Abdallah Alabdallah, Jakub Jakubowski, Sepideh Pashami, Szymon Bobek, Mattias Ohlsson, Thorsteinn S. Rögnvaldsson, Grzegorz J. Nalepa:
Understanding Survival Models Through Counterfactual Explanations. ICCS (4) 2024: 310-324- [c7]Jakub Jakubowski
, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa:
Assessment of Explainable Anomaly Detection for Monitoring of Cold Rolling Process. ICCS (5) 2024: 330-344 - [i2]Jakub Jakubowski, Natalia Wojak-Strzelecka, Rita P. Ribeiro, Sepideh Pashami, Szymon Bobek, João Gama, Grzegorz J. Nalepa:
Artificial Intelligence Approaches for Predictive Maintenance in the Steel Industry: A Survey. CoRR abs/2405.12785 (2024) - 2023
- [c6]Jakub Jakubowski, Szymon Bobek, Grzegorz J. Nalepa:
Poster: Human-in-the-Loop Anomaly Detection in Industrial Data Streams. CHItaly 2023: 46:1-46:2 - [c5]Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa:
Explainable Anomaly Detection in Industrial Streams. ECAI Workshops (1) 2023: 87-100 - [c4]Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa:
Towards Online Anomaly Detection in Steel Manufacturing Process. ICCS (4) 2023: 469-482 - [i1]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:
Explainable Predictive Maintenance. CoRR abs/2306.05120 (2023) - 2022
- [j1]Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa:
Anomaly Detection in Asset Degradation Process Using Variational Autoencoder and Explanations. Sensors 22(1): 291 (2022) - [c3]Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa:
Roll Wear Prediction in Strip Cold Rolling with Physics-Informed Autoencoder and Counterfactual Explanations. DSAA 2022: 1-10 - [c2]Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa:
Performance of Explainable AI Methods in Asset Failure Prediction. ICCS (4) 2022: 472-485 - 2021
- [c1]Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa:
Explainable anomaly detection for Hot-rolling industrial process. DSAA 2021: 1-10
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