Tom Decroos

Publication Activity (10 Years)

Years Active: 2015-2020
Publications (10 Years): 11

Top Topics

Spatio Temporal

Extended Abstract

Action Selection

Top Venues

GECCO (Companion)

Publications

Tom Decroos, Maaike Van Roy, Jesse Davis
SoccerMix: Representing Soccer Actions with Mixture Models. ECML/PKDD (5) (2020)
Tom Decroos, Lotte Bransen, Jan Van Haaren, Jesse Davis
VAEP: An Objective Approach to Valuing On-the-Ball Actions in Soccer (Extended Abstract). IJCAI (2020)
Tom Decroos, Lotte Bransen, Jan Van Haaren, Jesse Davis
Actions Speak Louder than Goals: Valuing Player Actions in Soccer. KDD (2019)
Kenneth Verstraete, Tom Decroos, Bruno Coussement, Nick Vannieuwenhoven, Jesse Davis
Analyzing Soccer Players' Skill Ratings Over Time Using Tensor-Based Methods. PKDD/ECML Workshops (2) (2019)
Tom Decroos, Jesse Davis
Player Vectors: Characterizing Soccer Players' Playing Style from Match Event Streams. ECML/PKDD (3) (2019)
Tom Decroos, Jan Van Haaren, Jesse Davis
Automatic Discovery of Tactics in Spatio-Temporal Soccer Match Data. KDD (2018)
Tom Decroos, Kurt Schütte, Tim Op De Beéck, Benedicte Vanwanseele, Jesse Davis
AMIE: Automatic Monitoring of Indoor Exercises. ECML/PKDD (3) (2018)
Tom Decroos, Vladimir Dzyuba, Jan Van Haaren, Jesse Davis
Predicting Soccer Highlights from Spatio-Temporal Match Event Streams. AAAI (2017)
Tom Decroos, Jan Van Haaren, Vladimir Dzyuba, Jesse Davis
STARSS: A Spatio-Temporal Action Rating System for Soccer. MLSA@PKDD/ECML (2017)
Ruben Vroonen, Tom Decroos, Jan Van Haaren, Jesse Davis
Predicting the Potential of Professional Soccer Players. MLSA@PKDD/ECML (2017)
Tom Decroos, Patrick De Causmaecker, Bart Demoen
Solving Euclidean Steiner Tree Problems with Multi Swarm Optimization. GECCO (Companion) (2015)