Tom Decroos
Tom Decroos
Software engineer at Facebook | PhD KU leuven
Verified email at fb.com - Homepage
Title
Cited by
Cited by
Year
Actions speak louder than goals: Valuing player actions in soccer
T Decroos, L Bransen, J Van Haaren, J Davis
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
642019
Predicting soccer highlights from spatio-temporal match event streams
T Decroos, V Dzyuba, J Van Haaren, J Davis
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
432017
Automatic discovery of tactics in spatio-temporal soccer match data
T Decroos, J Van Haaren, J Davis
Proceedings of the 24th acm sigkdd international conference on knowledge …, 2018
332018
STARSS: a spatio-temporal action rating system for soccer
T Decroos, J Van Haaren, V Dzyuba, J Davis
Machine Learning and Data Mining for Sports Analytics ECML/PKDD 2017 …, 2017
182017
Predicting the potential of professional soccer players
R Vroonen, T Decroos, J Van Haaren, J Davis
Proceedings of the 4th Workshop on Machine Learning and Data Mining for …, 2017
102017
Player vectors: Characterizing soccer players’ playing style from match event streams
T Decroos, J Davis
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2019
72019
Amie: Automatic monitoring of indoor exercises
T Decroos, K Schütte, TO De Beéck, B Vanwanseele, J Davis
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2018
62018
Valuing on-the-ball actions in soccer: a critical comparison of XT and VAEP
T Decroos, J Davis
Proceedings of the AAAI-20 Workshop on Artifical Intelligence in Team Sports, 2020
52020
Solving Euclidean Steiner tree problems with multi swarm optimization
T Decroos, P De Causmaecker, B Demoen
Proceedings of the Companion Publication of the 2015 Annual Conference on …, 2015
32015
VAEP: An Objective Approach to Valuing On-the-Ball Actions in Soccer
T Decroos, L Bransen, J Van Haaren, J Davis
Proceedings of the Twenty-Ninth International Joint Conference on Artificial …, 2020
22020
Interpretable prediction of goals in soccer
T Decroos, J Davis
Proceedings of the AAAI-20 Workshop on Artificial Intelligence in Team Sports, 2019
22019
Characterizing Soccer Players' Playing Style from Match Event Streams
A Geerts, T Decroos
Machine Learning and Data Mining for Sports Analytics ECML/PKDD 2018 …, 2019
22019
SoccerMix: Representing Soccer Actions with Mixture Models
T Decroos, M Van Roy, J Davis
Proceedings of the 2020 European Conference on Machine Learning and …, 2020
12020
Soccer Analytics Meets Artificial Intelligence: Learning Value and Style from Soccer Event Stream Data
T Decroos
PhD thesis, Declarative Languages and Artificial Intelligence (DTAI), Leuven …, 2020
2020
How does context affect player performance in football?
L Bransen, P Robberechts, J Davis, T Decroos, J Van Haaren
Barça Innovation Hub, 2020
2020
Analyzing Soccer Players’ Skill Ratings Over Time Using Tensor-Based Methods
K Verstraete, T Decroos, B Coussement, N Vannieuwenhoven, J Davis
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2019
2019
Assessing the Performances of Soccer Players
J Davis, L Bransen, T Decroos, P Robberechts, J Van Haaren
International Symposium on Computer Science in Sport, 3-10, 2019
2019
Analysing Performance and Playing Style using Ball Event Data
J Van Haaren, P Robberechts, T Decroos, L Branssen, J Davis
Barça Innovation Hub, 2019
2019
The system can't perform the operation now. Try again later.
Articles 1–18