Tomasz Pilka

According to our database, Tomasz Pilka authored at least 13 papers between 2008 and 2025.

Collaborative distances:

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

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

Advanced Vision Techniques in Soccer Match Analysis: From Detection to Classification.

Jakub Eichner, Jan Nowak, Bartlomiej Grzelak, Tomasz Górecki, Tomasz Pilka, Krzysztof Dyczkowski

Proceedings of the 20th International Joint Conference on Computer Vision, 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

Sensor-Based Injury Prediction in Football Using a New Interval-Valued Fuzzy Inference Library.

Krzysztof Dyczkowski, Bartlomiej Grzelak, Tomasz Górecki, Tomasz Pilka, Aleksandra Sadurska, Barbara Pekala, Adam Lee Owen

Proceedings of the IEEE International Conference on Fuzzy Systems, 2024

2023

Predicting Injuries in Football Based on Data Collected from GPS-Based Wearable Sensors.

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

Sensors, February, 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

2020

New Methods for Comparing Interval-Valued Fuzzy Cardinal Numbers.

Barbara Pekala, Jaroslaw Szkola, Krzysztof Dyczkowski, Tomasz Pilka

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

The ordering methods of interval-valued fuzzy cardinal numbers with application in an uncertain decision making.

Krzysztof Dyczkowski, Barbara Pekala, Michal Baczynski, Jaroslaw Szkola, Tomasz Pilka

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2009

Transformation of XML Data into XML Normal Form.

Tadeusz Pankowski, Tomasz Pilka

Informatica (Slovenia), 2009

2008

Dealing with redundancies and dependencies in normalization of XML data.

Tadeusz Pankowski, Tomasz Pilka

Proceedings of the International Multiconference on Computer Science and Information Technology, 2008