Spatio-temporal analysis of team sports
Team-based invasion sports such as football, basketball, and hockey are similar in the
sense that the players are able to move freely around the playing area and that player and …
sense that the players are able to move freely around the playing area and that player and …
Social network analysis in sport research: an emerging paradigm
While network analysis is a major methodological approach in many disciplines of the social
and natural sciences, it has only recently come into the focus of sport researchers. This …
and natural sciences, it has only recently come into the focus of sport researchers. This …
Team synergies in sport: theory and measures
Individual players act as a coherent unit during team sports performance, forming a team
synergy. A synergy is a collective property of a task-specific organization of individuals, such …
synergy. A synergy is a collective property of a task-specific organization of individuals, such …
Exploring team passing networks and player movement dynamics in youth association football
Understanding how youth football players base their game interactions may constitute a
solid criterion for fine-tuning the training process and, ultimately, to achieve better individual …
solid criterion for fine-tuning the training process and, ultimately, to achieve better individual …
Team sports performance analysed through the lens of social network theory: implications for research and practice
This paper discusses how social network analyses and graph theory can be implemented in
team sports performance analyses to evaluate individual (micro) and collective (macro) …
team sports performance analyses to evaluate individual (micro) and collective (macro) …
Modeling player and team performance in basketball
In recent years, analytics has started to revolutionize the game of basketball: Quantitative
analyses of the game inform team strategy; management of player health and fitness; and …
analyses of the game inform team strategy; management of player health and fitness; and …
General network analysis of national soccer teams in FIFA World Cup 2014
This study analyzed the network characteristics of successful and unsuccessful national
teams that participated in FIFA World Cup 2014. The relationship between the variables of …
teams that participated in FIFA World Cup 2014. The relationship between the variables of …
A survey of information entropy metrics for complex networks
Information entropy metrics have been applied to a wide range of problems that were
abstracted as complex networks. This growing body of research is scattered in multiple …
abstracted as complex networks. This growing body of research is scattered in multiple …
Learning fine-grained spatial models for dynamic sports play prediction
We consider the problem of learning predictive models for in-game sports play prediction.
Focusing on basketball, we develop models for anticipating near-future events given the …
Focusing on basketball, we develop models for anticipating near-future events given the …
Clustering performances in the NBA according to players' anthropometric attributes and playing experience
The aim of this study was:(i) to group basketball players into similar clusters based on a
combination of anthropometric characteristics and playing experience; and (ii) explore the …
combination of anthropometric characteristics and playing experience; and (ii) explore the …