Pablo Olivares

Optimizing football analytics: Dimensionality reduction meets machine learning for offensive and defensive player profiling

Background This study focuses on the quantitative analysis of football players’ performance based on a set of performance data. Objective The objective of this study was to develop a multivariate analytical model to identify, quantify, and predict the most relevant factors that d...