Maaike Van Roy

According to our database, Maaike Van Roy authored at least 10 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Next-Event Prediction in Soccer: Assessing the Impact of Team and Player Information.

Raphaël Romero, Yoosof Mashayekhi, Fuyin Lai, Maaike Van Roy, Tijl De Bie, Jesse Davis

Proceedings of the Machine Learning and Data Mining for Sports Analytics, 2025

2024

Methodology and evaluation in sports analytics: challenges, approaches, and lessons learned.

Jesse Davis, Lotte Bransen, Laurens Devos, Arne Jaspers, Wannes Meert, Pieter Robberechts, Jan Van Haaren, Maaike Van Roy

Mach. Learn., September, 2024

An Analysis of the Influence of Game Context on Team Playing Style.

Deniz Can Oruc, Lorenzo Cascioli, Luca Stradiotti, Maaike Van Roy, Pieter Robberechts, Jesse Davis

Proceedings of the Machine Learning and Data Mining for Sports Analytics, 2024

2023

A Markov Framework for Learning and Reasoning About Strategies in Professional Soccer.

Maaike Van Roy, Pieter Robberechts, Wen-Chi Yang, Luc De Raedt, Jesse Davis

J. Artif. Intell. Res., 2023

ETSY: A Rule-Based Approach to Event and Tracking Data SYnchronization.

Maaike Van Roy, Lorenzo Cascioli, Jesse Davis

Proceedings of the Machine Learning and Data Mining for Sports Analytics, 2023

un-xPass: Measuring Soccer Player's Creativity.

Pieter Robberechts, Maaike Van Roy, Jesse Davis

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022

Looking Beyond the Past: Analyzing the Intrinsic Playing Style of Soccer Teams.

Jeroen Clijmans, Maaike Van Roy, Jesse Davis

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Evaluating Sports Analytics Models: Challenges, Approaches, and Lessons Learned.

Jesse Davis, Lotte Bransen, Laurens Devos, Wannes Meert, Pieter Robberechts, Jan Van Haaren, Maaike Van Roy

Proceedings of the Workshop on AI Evaluation Beyond Metrics co-located with the 31st International Joint Conference on Artificial Intelligence (IJCAI-ECAI 2022), 2022

2021

Leaving Goals on the Pitch: Evaluating Decision Making in Soccer.

Maaike Van Roy, Pieter Robberechts, Wen-Chi Yang, Luc De Raedt, Jesse Davis

CoRR, 2021

2020

SoccerMix: Representing Soccer Actions with Mixture Models.

Tom Decroos, Maaike Van Roy, Jesse Davis

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2020