Despite the fact that objectively assessing the impact of the individual actions performed by
soccer players during games is a crucial task, most traditional metrics have substantial …

Lineup selection is an essential and important task in soccer matches. To win a match,
coaches must consider various factors and select appropriate players for a planned …

Soccer scouts typically ignore the team balance and team chemistry when evaluating
potential signings for their teams. Instead, they focus on the individual qualities of the …

This paper draws correlations between several challenges and opportunities within the area
of team sports analytics and key research areas within multiagent systems (MAS). We …

In this paper we present a novel approach to optimise tactical and strategic decision making
in football (soccer). We model the game of football as a multi-stage game which is made up …

Understanding agent behaviour in Multi-Agent Systems (MAS) is an important problem in
domains such as autonomous driving, disaster response, and sports analytics. Existing MAS …

In elite sports, there is an opportunity to take advantage of rich and detailed datasets
generated across multiple threads of the sporting business. Challenges currently exist due …

As an amateur goalkeeper playing grassroots soccer, who better to learn from than top
professional goalkeepers? In this paper, we harness computer vision and machine learning …

In this paper, we present a novel approach for optimising long-term tactical and strategic
decision-making in football (soccer) by encapsulating events in a league environment …

Technology has long been part of sports and recently football has also started to modernize,
with the introduction of goal line technology and VAR, International Football Association …