2 code implementations • 27 Jul 2023 • Calvin C. K. Yeung, Keisuke Fujii
To address this issue, we proposed a novel framework to analyze such scenarios based on game theory, where we estimate the expected payoff with machine learning (ML) models, and additional features for ML models were extracted with a theory-based shot block model.
1 code implementation • 18 Feb 2023 • Calvin C. K. Yeung, Tony Sit, Keisuke Fujii
However, most sports sequential events modeling methods and performance metrics approaches could be incomprehensive in dealing with such large-scale spatiotemporal data (in particular, temporal process), thereby necessitating a more comprehensive spatiotemporal model and a holistic performance metric.