Is ball-possession style more physically demanding than counter-attacking? The influence of playing style on match performance in professional soccer
In soccer, the offensive style of play describes characteristic behavioral features of the
players at team level during the offensive phase of matches. This study aimed to investigate …
players at team level during the offensive phase of matches. This study aimed to investigate …
The principles of tactical formation identification in association football (soccer)—a survey
H Sotudeh - Frontiers in Sports and Active Living, 2025 - research-collection.ethz.ch
This paper reviews the principles employed to identify team tactical formations in association
football, covering over two decades of research based on event and tracking data. It first …
football, covering over two decades of research based on event and tracking data. It first …
Tactical Situations and Playing Styles as Key Performance Indicators in Soccer
The game of soccer is complex and unpredictable, demanding multifaceted strategies for
success. Performance analysis has evolved, focusing on key performance indicators (KPIs) …
success. Performance analysis has evolved, focusing on key performance indicators (KPIs) …
Contextualised physical metrics: The physical demands vary with phase of play during elite soccer match play
BWC Jerome, M Stoeckl, B Mackriell… - European Journal of …, 2024 - Wiley Online Library
The physical demands of elite soccer match play have traditionally been measured using
aggregated whole‐match metrics. However, match play is increasingly considered as …
aggregated whole‐match metrics. However, match play is increasingly considered as …
Masked autoencoder for multiagent trajectories
Automatically labeling trajectories of multiple agents is key to behavioral analyses but
usually requires a large amount of manual annotations. This also applies to the domain of …
usually requires a large amount of manual annotations. This also applies to the domain of …
Pass Receiver and Outcome Prediction in Soccer Using Temporal Graph Networks
This paper explores the application of the Temporal Graph Network (TGN) model to predict
the receiver and outcome of a pass in soccer. We construct two TGN models that estimate …
the receiver and outcome of a pass in soccer. We construct two TGN models that estimate …
Spatial partitioning of the football pitch based on successful passing paths
S Cao - International Journal of Sports Science & Coaching, 2024 - journals.sagepub.com
While it is evident that disparities exist across various areas on a football pitch, and
numerous studies have investigated spatio-temporal datasets in football for various …
numerous studies have investigated spatio-temporal datasets in football for various …
Data analytics in the football industry: a survey investigating operational frameworks and practices in professional clubs and national federations from around the …
The use of data and analytics in professional football organisations has grown steadily over
the last decade. Nevertheless, how and whether these advances in sports analytics address …
the last decade. Nevertheless, how and whether these advances in sports analytics address …
Creating an augmented possession framework to evaluate phases of play and application in international football
B Deb, J Fernandez-Navarro, I Jarman… - Journal of Sports …, 2024 - journals.sagepub.com
Performance<? show [AQ ID= GQ2 POS=-24pt]?><? show [AQ ID= GQ4]?><? show [AQ ID=
GQ5 POS= 12pt]?> analysts routinely perform game plan evaluations of their in possession …
GQ5 POS= 12pt]?> analysts routinely perform game plan evaluations of their in possession …
Contextual Sprint Classification in Soccer Based on Deep Learning
The analysis of high-intensity runs (or sprints) in soccer has long been a topic of interest for
sports science researchers and practitioners. In particular, recent studies suggested …
sports science researchers and practitioners. In particular, recent studies suggested …