Concepedia

Jakub Jakubowski

JJ

Statistics

Publications

4

Citations

93

H-Index

4

Active since

2021

Affiliations

AGH University of Krakow(Current)

ArcelorMittal (Poland)

Jagiellonian University

Jakub Jakubowski is an author at AGH University of Krakow specializing in computer science, engineering, and data science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningSystems EngineeringIndustrial InformaticsArtificial IntelligenceBusinessData MiningDeep Learning

Publications per year

2021–2023

4

Publications

4

Anomaly Detection in Asset Degradation Process Using Variational Autoencoder and Explanations

Jakub Jakubowski, Przemysław Stanisz, Szymon Bobek et al. · Sensors · 2021 · 42 citations · Full text

Explainable anomaly detection for Hot-rolling industrial process

Jakub Jakubowski, Przemysław Stanisz, Szymon Bobek et al. · 2021 · 25 citations · Full text

Artificial Intelligence, Anomaly Detection, Machine Learning +20

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

Jakub Jakubowski, Przemysław Stanisz, Szymon Bobek et al. · 2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA) · 2022 · 15 citations · Full text

Artificial Intelligence, Counterfactual Explanations, Machine Learning +18

Explainable Predictive Maintenance

Sepideh Pashami, Sławomir Nowaczyk, Yuantao Fan et al. · arXiv (Cornell University) · 2023 · 11 citations · Full text

1–4 of 4