Pieter Robberechts

18 papers A* 2B 1Journal 9Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
RegCheck: A Real-Time Approach for Flagging Potentially Malicious Domain Name Registrations.
KDD (2)
Thomas Daniels, Maarten Bosteels, Pieter Robberechts, Jesse Davis
2025 J jnl
Warping and Matching Subsequences Between Time Series.
CoRR
Simiao Lin, Wannes Meert, Pieter Robberechts, Hendrik Blockeel
2025 J jnl
What Makes a Dribble Successful? Insights From 3D Pose Tracking Data.
CoRR
Michiel Schepers, Pieter Robberechts, Jan Van Haaren, Jesse Davis
2024 J jnl
Biases in Expected Goals Models Confound Finishing Ability.
CoRR
Jesse Davis, Pieter Robberechts
2024 J jnl
Methodology and evaluation in sports analytics: challenges, approaches, and lessons learned.
Mach. Learn.
Jesse Davis, Lotte Bransen, Laurens Devos, Arne Jaspers, Wannes Meert, Pieter Robberechts, Jan Van Haaren, Maaike Van Roy
2023 J jnl
A Markov Framework for Learning and Reasoning About Strategies in Professional Soccer.
J. Artif. Intell. Res.
Maaike Van Roy, Pieter Robberechts, Wen-Chi Yang, Luc De Raedt, Jesse Davis
2023 A* conf
un-xPass: Measuring Soccer Player's Creativity.
KDD
Pieter Robberechts, Maaike Van Roy, Jesse Davis
2022 B conf
Elastic Product Quantization for Time Series.
DS
Pieter Robberechts, Wannes Meert, Jesse Davis
2022 J jnl
Elastic Product Quantization for Time Series.
CoRR
Pieter Robberechts, Wannes Meert, Jesse Davis
2022 — conf
Evaluating Sports Analytics Models: Challenges, Approaches, and Lessons Learned.
EBeM@IJCAI
Jesse Davis, Lotte Bransen, Laurens Devos, Wannes Meert, Pieter Robberechts, Jan Van Haaren, Maaike Van Roy
2021 A* conf
A Bayesian Approach to In-Game Win Probability in Soccer.
KDD
Pieter Robberechts, Jan Van Haaren, Jesse Davis
2021 J jnl
Leaving Goals on the Pitch: Evaluating Decision Making in Soccer.
CoRR
Maaike Van Roy, Pieter Robberechts, Wen-Chi Yang, Luc De Raedt, Jesse Davis
2020 — conf
How Data Availability Affects the Ability to Learn Good xG Models.
MLSA@PKDD/ECML
Pieter Robberechts, Jesse Davis
2019 — conf
Beyond the Selected Completely at Random Assumption for Learning from Positive and Unlabeled Data.
ECML/PKDD (2)
Jessa Bekker, Pieter Robberechts, Jesse Davis
2019 J jnl
Gait Event Detection in Tibial Acceleration Profiles: a Structured Learning Approach.
CoRR
Pieter Robberechts, Rud Derie, Pieter Van den Berghe, Joeri Gerlo, Dirk De Clercq, Veerle Segers, Jesse Davis
2019 J jnl
Who Will Win It? An In-game Win Probability Model for Football.
CoRR
Pieter Robberechts, Jan Van Haaren, Jesse Davis
2018 — conf
Forecasting the FIFA World Cup - Combining Result- and Goal-Based Team Ability Parameters.
MLSA@PKDD/ECML
Pieter Robberechts, Jesse Davis
2018 — conf
Query Log Analysis: Detecting Anomalies in DNS Traffic at a TLD Resolver.
DMLE/IOTSTREAMING@PKDD/ECML
Pieter Robberechts, Maarten Bosteels, Jesse Davis, Wannes Meert