| Machine learning in men’s professional football: Current applications and future directions for improving attacking play M Herold, F Goes, S Nopp, P Bauer, C Thompson, T Meyer International Journal of Sports Science & Coaching 14 (6), 798-817, 2019 | 135 | 2019 |
| A goal scoring probability model for shots based on synchronized positional and event data in football (soccer) G Anzer, P Bauer Frontiers in sports and active living 3, 624475, 2021 | 110 | 2021 |
| Constructing spaces and times for tactical analysis in football G Andrienko, N Andrienko, G Anzer, P Bauer, G Budziak, G Fuchs, ... IEEE Transactions on Visualization and Computer Graphics 27 (4), 2280-2297, 2019 | 78 | 2019 |
| Data-driven detection of counterpressing in professional football: a supervised machine learning task based on synchronized positional and event data with expert-based feature … P Bauer, G Anzer Data Mining and Knowledge Discovery 35 (5), 2009-2049, 2021 | 72 | 2021 |
| Attacking key performance indicators in soccer: current practice and perceptions from the elite to youth academy level M Herold, M Kempe, P Bauer, T Meyer Journal of sports science & medicine 20 (1), 158, 2021 | 62 | 2021 |
| Expected passes: determining the difficulty of a pass in football (soccer) using spatio-temporal data G Anzer, P Bauer Data mining and knowledge discovery 36 (1), 295-317, 2022 | 35 | 2022 |
| Future Skills: Ansätze zur Vermittlung von Data Literacy in der Hochschulbildung J Heidrich, P Bauer, D Krupka Hochschulforum Digitalisierung beim Stifterverband für die Deutsche …, 2018 | 35 | 2018 |
| The origins of goals in the German Bundesliga G Anzer, P Bauer, U Brefeld Journal of Sports Sciences, 1-20, 2021 | 24 | 2021 |
| Putting team formations in association football into context P Bauer, G Anzer, L Shaw Journal of Sports Analytics 9 (1), 39-59, 2023 | 21 | 2023 |
| Detection of tactical patterns using semi-supervised graph neural networks G Anzer, P Bauer, U Brefeld, D Fassmeyer | 20* | |
| Toward automatically labeling situations in soccer D Fassmeyer, G Anzer, P Bauer, U Brefeld Frontiers in Sports and Active Living 3, 725431, 2021 | 14 | 2021 |
| Hardening of Artificial Neural Networks for Use in Safety-Critical Applications--A Mapping Study R Adler, MN Akram, P Bauer, P Feth, P Gerber, A Jedlitschka, L Jöckel, ... arXiv preprint arXiv:1909.03036, 2019 | 7 | 2019 |
| Individual role classification for players defending corners in football (soccer) Categorisation of the defensive role for each player in a corner kick using positional data P Bauer, G Anzer, JW Smith Journal of Quantitative Analysis in Sports 18 (2), 147-160, 2022 | 6 | 2022 |
| A Goal Scoring Probability Model for Shots Based on Synchronized Positional and Event Data in Football (Soccer). Frontiers in Sports and Active Living 3 (2021), 53 G Anzer, P Bauer | 6 | 2021 |
| „Elektromobilität im urbanen Raum-Analysen und Prognosen im Spannungsfeld von Elektromobiltät und Energieversorgung am Fallbeispiel Stuttgart,“ R Wörner, P Bauer, D Schneider, M Oncken, I Morozova, M Kagerbauer, ... Stuttgart, 2019 | 6 | 2019 |
| Automated Detection of Complex Tactical Patterns in Football—Using Machine Learning Techniques to Identify Tactical Behavior P Bauer Universität Tübingen, 2022 | 4 | 2022 |
| Ansätze zur Vermittlung von Data-Literacy-Kompetenzen J Heidrich, P Bauer, D Krupka Hochschulform Digitalisierung, 2018 | 4 | 2018 |
| Strukturen und Kollaborationsformen zur Vermittlung von Data-Literacy-Kompetenzen J Heidrich, P Bauer, D Krupka Hochschulforum Digitalisierung beim Stifterverband für die Deutsche …, 2018 | 4 | 2018 |
| Data analytics in the football industry: a survey investigating operational frameworks and practices in professional clubs and national federations from around the world L Lolli, P Bauer, C Irving, D Bonanno, O Höner, W Gregson, V Di Salvo Science and Medicine in Football, 1-10, 2024 | 3 | 2024 |
| Applying Machine Learning in Football: The Identification of Counterpressing in Football G Anzer, P Bauer, O Höner Match Analysis, 230-237, 2021 | 1 | 2021 |
Tim MeyerFull Professor of Sports and Preventive MedicineEmail verificata su mx.uni-saarland.de
