| Valuing On-the-Ball Actions in Soccer: A Critical Comparison of xT and VAEP M Van Roy, P Robberechts, T Decroos, J Davis Proceedings of the AAAI-20 Workshop on Artifical Intelligence in Team Sports …, 2020 | 31 | 2020 |
| Leaving goals on the pitch: Evaluating decision making in soccer M Van Roy, P Robberechts, WC Yang, L De Raedt, J Davis arXiv preprint arXiv:2104.03252, 2021 | 21 | 2021 |
| SoccerMix: Representing soccer actions with mixture models T Decroos, M Van Roy, J Davis Machine Learning and Knowledge Discovery in Databases. Applied Data Science …, 2021 | 18 | 2021 |
| Evaluating sports analytics models: Challenges, approaches, and lessons learned J Davis, L Bransen, L Devos, W Meert, P Robberechts, J Van Haaren, ... AI Evaluation Beyond Metrics Workshop at IJCAI 2022 3169, 1-11, 2022 | 13 | 2022 |
| Learning a markov model for evaluating soccer decision making M Van Roy, P Robberechts, WC Yang, L De Raedt, J Davis Reinforcement Learning for Real Life (RL4RealLife) Workshop at ICML 2021, 2021 | 9 | 2021 |
| un-xPass: Measuring Soccer Player's Creativity P Robberechts, M Van Roy, J Davis Proceedings of the 29th ACM SIGKDD conference on knowledge discovery and …, 2023 | 6 | 2023 |
| Looking beyond the past: Analyzing the intrinsic playing style of soccer teams J Clijmans, M Van Roy, J Davis Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022 | 4 | 2022 |
| A Markov framework for learning and reasoning about strategies in professional soccer M Van Roy, P Robberechts, WC Yang, L De Raedt, J Davis Journal of Artificial Intelligence Research 77, 517-562, 2023 | 3 | 2023 |
| Optimally Disrupting Opponent Build-ups M Van Roy, P Robberechts, J Davis Proceedings of the 2021 StatsBomb Conference, 1-16, 2021 | 3 | 2021 |
| Analyzing learned Markov decision processes using model checking for providing tactical advice in professional soccer M Van Roy, WC Yang, L De Raedt, J Davis AI for Sports Analytics (AISA) Workshop at IJCAI 2021, 2021 | 2 | 2021 |
| An Analysis of the Influence of Game Context on Team Playing Style DC Oruç, L Cascioli, L Stradiotti, P Robberechts, J Davis Proceedings of the 2023 StatsBomb Conference, 2023 | | 2023 |
| ETSY: A rule-based approach to Event and Tracking data SYnchronization M Van Roy, L Cascioli, J Davis International Workshop on Machine Learning and Data Mining for Sports …, 2023 | | 2023 |
| DataDebugging: Enhancing trust in soccer action-value models by contextualization M Van Roy, J Davis World Congress of Performance Analysis of Sport & International Conference …, 2022 | | 2022 |
