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Works (8)

Assessment of Explainable Anomaly Detection for Monitoring of Cold Rolling Process

2024 | Book chapter
Contributors: Jakub Jakubowski; Przemysław Stanisz; Szymon Bobek; Grzegorz J. Nalepa
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Explainable Anomaly Detection in Industrial Streams

2024 | Book chapter
Contributors: Jakub Jakubowski; Przemysław Stanisz; Szymon Bobek; Grzegorz J. Nalepa
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Towards Online Anomaly Detection in Steel Manufacturing Process

2023 | Book chapter
Contributors: Jakub Jakubowski; Przemysław Stanisz; Szymon Bobek; Grzegorz J. Nalepa
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Poster: Human-in-the-Loop Anomaly Detection in Industrial Data Streams

2023-09-20 | Conference paper
Contributors: Jakub Jakubowski; Szymon Bobek; Grzegorz J. Nalepa
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Performance of Explainable AI Methods in Asset Failure Prediction

Computational Science – ICCS 2022
2022 | Conference paper
Part of ISBN: 9783031087592
Part of ISBN: 9783031087608
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
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Jakub Jakubowski
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Roll wear prediction in strip cold rolling with physics-informed autoencoder and counterfactual explanations

DSAA'2022 [Dokument elektroniczny] : 2022 IEEE 9th international conference on Data Science and Advanced Analytics : 13–16 October 2022, Shenzhen, China : proceedings
2022 | Conference paper | Author
Part of ISBN: 978-1-6554-7330-9
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BPP_AGH/publ_id/145532

Contributors: Jakub Jakubowski; Przemysław Stanisz; Szymon Bobek; Grzegorz Nalepa
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BPP_AGH

Anomaly Detection in Asset Degradation Process Using Variational Autoencoder and Explanations

Sensors
2021-12 | Journal article | Author
Contributors: Jakub Jakubowski; Przemysław Stanisz; Szymon Bobek; Grzegorz J. Nalepa
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Multidisciplinary Digital Publishing Institute
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Explainable anomaly detection for Hot-rolling industrial process

2021 IEEE 8th International Conference on Data Science and Advanced Analytics (DSAA)
2021-10-06 | Conference paper
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Jakub Jakubowski