1 citations · 2 across the 4 of their papers we have counts for
4 papers · 1 filter
Statistical analysis of team formation and player roles in football
Ali Baouan
The availability of tracking data in football presents unique opportunities for analyzing team shape and player roles, but leveraging it effectively remains challenging. This diffi…
An optimal transport based embedding to quantify the distance between playing styles in collective sports
Ali Baouan, Mathieu Rosenbaum, Sergio Pulido
This study presents a quantitative framework to compare teams in collective sports with respect to their style of play. The style of play is characterized by the team's spatial dis…
Generation of Threat: Crediting football players for creating dangerous actions in an unbiased way
Ali Baouan, Sébastien Coustou, Mathieu Lacome +2
We introduce an innovative methodology to identify football players at the origin of threatening actions in a team. In our framework, a threat is defined as entering the opposing t…
What should clubs monitor to predict future value of football players
Ali Baouan, Elsa Bismuth, Aurèle Bohbot +3
Huge amounts of money are invested every year by football clubs on transfers. For both growth and survival, it is crucial for recruiting departments to make smart choices when targ…