Sotabase

Career

· PhD Student, KU Leuven2017–2021
· Postdoctoral Researcher, KU Leuven2017–
· Master of Artificial Intelligence, KU Leuven2016–2017
· Master of Engineering: Computer Science, Universiteit Gent2014–2016
· Bachelor of Science: Informatics, KU Leuven2011–2014
· Business Architect / ICT Project Manager, Belgian Federal Government
· Business Architect / ICT Project Manager, Freelance

Publications (50)

Methodology and evaluation in sports analytics: challenges, approaches, and lessons learned
Machine-mediated learning · 2024
40
cited
How Data Availability Affects the Ability to Learn Good xG Models
MLSA@PKDD/ECML · 2020
32
cited
Choke or Shine? Quantifying Soccer Players' Abilities to Perform Under Mental Pressure
2019
31
cited
Valuing On-the-Ball Actions in Soccer: A Critical Comparison of xT and VAEP
2020
30
cited
Tibial Acceleration-Based Prediction of Maximal Vertical Loading Rate During Overground Running: A Machine Learning Approach
Frontiers in Bioengineering and Biotechnology · 2020
27
cited
A Bayesian Approach to In-Game Win Probability in Soccer
Knowledge Discovery and Data Mining · 2019
22
cited
un-xPass: Measuring Soccer Player's Creativity
Knowledge Discovery and Data Mining · 2023
19
cited
Leaving Goals on the Pitch: Evaluating Decision Making in Soccer
arXiv.org · 2021
18
cited
Who Will Win It? An In-game Win Probability Model for Football
arXiv.org · 2019
15
cited
A Markov Framework for Learning and Reasoning About Strategies in Professional Soccer
Journal of Artificial Intelligence Research · 2023
14
cited
Evaluating Sports Analytics Models: Challenges, Approaches, and Lessons Learned
EBeM@IJCAI · 2022
14
cited
Predicting gait events from tibial acceleration in rearfoot running: A structured machine learning approach.
Gait & Posture · 2019
13
cited
Forecasting the FIFA World Cup - Combining Result- and goal-based Team Ability Parameters
MLSA@PKDD/ECML · 2018
12
cited
Query Log Analysis: Detecting Anomalies in DNS Traffic at a TLD Resolver
DMLE/IOTSTREAMING@PKDD/ECML · 2018
11
cited
Differential Ratings of Perceived Exertion: Relationships With External Intensity and Load in Elite Men's Football.
International Journal of Sports Physiology and Performance · 2022
5
cited
Biases in Expected Goals Models Confound Finishing Ability
arXiv.org · 2024
4
cited
Gait Event Detection in Tibial Acceleration Profiles: a Structured Learning Approach
arXiv.org · 2019
4
cited
Assessing the Performances of Soccer Players
Proceedings of the 12th International Symposium on Computer Science in Sport (IACSS 2019) · 2019
2
cited
Behavioral screening defines three molecular Parkinsonism subgroups in Drosophila
bioRxiv · 2024
2
cited
Machine learning as a tool to predict impact loading during over-ground distance running
Footwear Science · 2019
2
cited
Sotabase
Pieter Robberechts | Researcher Profile | Sotabase | Sotabase