Pascal Bauer

According to our database, Pascal Bauer authored at least 11 papers between 2019 and 2026.

Collaborative distances:

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

2026

Modeling Matches as Language: A Generative Transformer Approach for Counterfactual Player Valuation in Football.

Miru Hong, Minho Lee, Geonhee Jo, Hyeokje Jo, Pascal Bauer, Sang-Ki Ko

CoRR, March, 2026

VERSA: Verified Event Data Format for Reliable Soccer Analytics.

Geonhee Jo, Mingu Kang, Kangmin Lee, Minho Lee, Pascal Bauer, Sang-Ki Ko

CoRR, January, 2026

2025

ScoutGPT: Capturing Player Impact from Team Action Sequences Using GPT-Based Framework.

Miru Hong, Minho Lee, Geonhee Jo, Jae-Hee So, Pascal Bauer, Sang-Ki Ko

CoRR, December, 2025

Common Data Format (CDF): A Standardized Format for Match-Data in Football (Soccer).

Gabriel Anzer, Kilian Arnsmeyer, Pascal Bauer, Joris Bekkers, Ulf Brefeld, Jesse Davis, Nicolas Evans, Matthias Kempe, Samuel J. Robertson, Joshua Wyatt Smith, Jan Van Haaren

CoRR, May, 2025

Contextual Evaluation of Individual Contributions from Pressing Situations in Football.

Minho Lee, Geonhee Jo, Miru Hong, Pascal Bauer, Sang-Ki Ko

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

Imputing Multi-Agent Trajectories from Event and Snapshot Data in Soccer.

Geonhee Jo, Miru Hong, Han-Jun Choi, Minho Lee, Pascal Bauer, Sang-Ki Ko

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

2022

Automated Detection of Complex Tactical Patterns in Football - Using Machine Learning Techniques to Identify Tactical Behavior

Pascal Bauer

PhD thesis, 2022

Expected passes.

Gabriel Anzer, Pascal Bauer

Data Min. Knowl. Discov., 2022

2021

Constructing Spaces and Times for Tactical Analysis in Football.

Gennady L. Andrienko, Natalia V. Andrienko, Gabriel Anzer, Pascal Bauer, Guido Budziak, Georg Fuchs, Dirk Hecker, Hendrik Weber, Stefan Wrobel

IEEE Trans. Vis. Comput. Graph., 2021

Data-driven detection of counterpressing in professional football.

Pascal Bauer, Gabriel Anzer

Data Min. Knowl. Discov., 2021

2019

Hardening of Artificial Neural Networks for Use in Safety-Critical Applications - A Mapping Study.

Rasmus Adler, Mohammed Naveed Akram, Pascal Bauer, Patrik Feth, Pascal Gerber, Andreas Jedlitschka, Lisa Jöckel, Michael Kläs, Daniel Schneider

CoRR, 2019