Pieter Robberechts

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 15

Top Topics

Detecting Anomalies

Lessons Learned

Uniform Quantization

Top Venues

Publications

Jesse Davis, Lotte Bransen, Laurens Devos, Arne Jaspers, Wannes Meert, Pieter Robberechts, Jan Van Haaren, Maaike Van Roy
Methodology and evaluation in sports analytics: challenges, approaches, and lessons learned. Mach. Learn. 113 (9) (2024)
Jesse Davis, Pieter Robberechts
Biases in Expected Goals Models Confound Finishing Ability. CoRR (2024)
Maaike Van Roy, Pieter Robberechts, Wen-Chi Yang, Luc De Raedt, Jesse Davis
A Markov Framework for Learning and Reasoning About Strategies in Professional Soccer. J. Artif. Intell. Res. 77 (2023)
Pieter Robberechts, Maaike Van Roy, Jesse Davis
un-xPass: Measuring Soccer Player's Creativity. KDD (2023)
Jesse Davis, Lotte Bransen, Laurens Devos, Wannes Meert, Pieter Robberechts, Jan Van Haaren, Maaike Van Roy
Evaluating Sports Analytics Models: Challenges, Approaches, and Lessons Learned. EBeM@IJCAI (2022)
Pieter Robberechts, Wannes Meert, Jesse Davis
Elastic Product Quantization for Time Series. CoRR (2022)
Pieter Robberechts, Wannes Meert, Jesse Davis
Elastic Product Quantization for Time Series. DS (2022)
Maaike Van Roy, Pieter Robberechts, Wen-Chi Yang, Luc De Raedt, Jesse Davis
Leaving Goals on the Pitch: Evaluating Decision Making in Soccer. CoRR (2021)
Pieter Robberechts, Jan Van Haaren, Jesse Davis
A Bayesian Approach to In-Game Win Probability in Soccer. KDD (2021)
Pieter Robberechts, Jesse Davis
How Data Availability Affects the Ability to Learn Good xG Models. MLSA@PKDD/ECML (2020)
Pieter Robberechts, Jan Van Haaren, Jesse Davis
Who Will Win It? An In-game Win Probability Model for Football. CoRR (2019)
Jessa Bekker, Pieter Robberechts, Jesse Davis
Beyond the Selected Completely at Random Assumption for Learning from Positive and Unlabeled Data. ECML/PKDD (2) (2019)
Pieter Robberechts, Rud Derie, Pieter Van den Berghe, Joeri Gerlo, Dirk De Clercq, Veerle Segers, Jesse Davis
Gait Event Detection in Tibial Acceleration Profiles: a Structured Learning Approach. CoRR (2019)
Pieter Robberechts, Jesse Davis
Forecasting the FIFA World Cup - Combining Result- and Goal-Based Team Ability Parameters. MLSA@PKDD/ECML (2018)
Pieter Robberechts, Maarten Bosteels, Jesse Davis, Wannes Meert
Query Log Analysis: Detecting Anomalies in DNS Traffic at a TLD Resolver. DMLE/IOTSTREAMING@PKDD/ECML (2018)