Maaike Van Roy

According to our database, Maaike Van Roy authored at least 7 papers between 2020 and 2024.

Collaborative distances:

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

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

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

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