Michal Zareba

According to our database, Michal Zareba authored at least 6 papers between 2023 and 2025.

Collaborative distances:

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

2025

Decoding defensive performance: a machine learning approach to football player valuation.

Michal Zareba, Tomasz Pilka, Tomasz Górecki, Bartlomiej Grzelak, Krzysztof Dyczkowski

J. Big Data, December, 2025

Racing Beyond the Gate: Predicting Speedway Results with Expected Points (xP).

Piotr Kaczorek, Jedrzej Slupski, Franciszek Kornobis, Michal Zareba, Tomasz Górecki, Tomasz Pilka

Proceedings of the Machine Learning and Data Mining for Sports Analytics, 2025

Gradient or Not? Predicting Football Action Sequences Using Boosting vs Neural Networks.

Michal Zareba, Tomasz Pilka, Tomasz Górecki

Proceedings of the Empowering the Interdisciplinary Role of ISD in Addressing Contemporary Issues in Digital Transformation, 2025

Leveraging GPS Data and Attention-based BiLSTM for Injury Prediction in Professional Football.

Aleksandra Sadurska, Michal Zareba, Tomasz Pilka, Tomasz Górecki

Proceedings of the Empowering the Interdisciplinary Role of ISD in Addressing Contemporary Issues in Digital Transformation, 2025

2024

Improving The Evaluation of Defensive Player Values with Advanced Machine Learning Techniques.

Michal Zareba, Tomasz Pilka, Tomasz Górecki, Bartlomiej Grzelak, Krzysztof Dyczkowski

Proceedings of the Harnessing Opportunities: Reshaping ISD in the post-COVID-19 and Generative AI Era, 2024

2023

Fusion of a Fuzzy Rule-Based Method and Other Decision-Making Models in Injury Prediction Problem in Football.

Aleksandra Sadurska, Tomasz Pilka, Bartlomiej Grzelak, Tomasz Górecki, Krzysztof Dyczkowski, Michal Zareba

Proceedings of the IEEE International Conference on Fuzzy Systems, 2023