Unlocking the potential of big data to support tactical performance analysis in professional soccer: A systematic review
FR Goes, LA Meerhoff, MJO Bueno… - European Journal of …, 2021 - Taylor & Francis
In professional soccer, increasing amounts of data are collected that harness great potential
when it comes to analysing tactical behaviour. Unlocking this potential is difficult as big data …
when it comes to analysing tactical behaviour. Unlocking this potential is difficult as big data …
Machine learning in men's professional football: Current applications and future directions for improving attacking play
M Herold, F Goes, S Nopp, P Bauer… - … Journal of Sports …, 2019 - journals.sagepub.com
It is common practice amongst coaches and analysts to search for key performance
indicators related to attacking play in football. Match analysis in professional football has …
indicators related to attacking play in football. Match analysis in professional football has …
[BOOK][B] Artificial intelligence in sport performance analysis
To understand the dynamic patterns of behaviours and interactions between athletes that
characterize successful performance in different sports is an important challenge for all sport …
characterize successful performance in different sports is an important challenge for all sport …
Methods of performance analysis in team invasion sports: A systematic review
The objective of this review was to systematically describe the traditional and contemporary
data capture and analytic methods employed in performance analysis research in team …
data capture and analytic methods employed in performance analysis research in team …
Sport science integration: An evolutionary synthesis
The aim of the paper is to point out one way of integrating the supposedly incommensurate
disciplines investigated in sports science. General, common principles can be found among …
disciplines investigated in sports science. General, common principles can be found among …
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 …
Midfielder as the prominent participant in the building attack: A network analysis of national teams in FIFA World Cup 2014
This study aimed to analyze the most prominent players' positions that contributed to the
build of attack in football during FIFA World Cup 2014. The connections among teammates …
build of attack in football during FIFA World Cup 2014. The connections among teammates …
Footballers' movement behaviour during 2-, 3-, 4-and 5-a-side small-sided games
The aim of this study was to compare footballers' movement behaviour during 2-, 3-, 4-and 5-
a-side small-sided games. Ten young professional players (age= 18.0±0.67 years) …
a-side small-sided games. Ten young professional players (age= 18.0±0.67 years) …
Network analysis in basketball: Inspecting the prominent players using centrality metrics
The aim of this study was to analyse the team-members cooperation in basketball by using
centrality metrics of network. Different ages were compared in this study. Forty players (10 …
centrality metrics of network. Different ages were compared in this study. Forty players (10 …
Spatial and temporal entropies in the Spanish football league: A network science perspective
We quantified the spatial and temporal entropy related to football teams and their players by
means of a pass-based interaction. First, we calculated the spatial entropy associated to the …
means of a pass-based interaction. First, we calculated the spatial entropy associated to the …