Artificial intelligence in elite sports—a narrative review of success stories and challenges

F Hammes, A Hagg, A Asteroth, D Link - Frontiers in Sports and Active …, 2022 - frontiersin.org
This paper explores the role of artificial intelligence (AI) in elite sports. We approach the
topic from two perspectives. Firstly, we provide a literature based overview of AI success …

Sport performance analysis with a focus on racket sports: A review

S Krizkova, H Tomaskova, EB Tirkolaee - Applied Sciences, 2021 - mdpi.com
Athletes, both professional and amateur, are always looking for ways to improve their
performance. With the introduction and increasing availability of modern technologies and …

Position specific player load during match-play in a professional football club

I Baptista, D Johansen, A Seabra, SA Pettersen - PloS one, 2018 - journals.plos.org
There is a rapid growing body of knowledge regarding physical aspects of a football match
due to studies using computer-assisted motion analysis. The present study used time-motion …

Soccer: Who has the ball? Generating visual analytics and player statistics

R Theagarajan, F Pala, X Zhang… - Proceedings of the …, 2018 - openaccess.thecvf.com
The world of sports intrinsically involves fast and complex events that are difficult for
coaches, trainers and players to analyze, and also for audiences to follow. In sports, talent …

Collective states and their transitions in football

M Welch, TM Schaerf, A Murphy - Plos one, 2021 - journals.plos.org
Movement, positioning and coordination of player formations is a key aspect for the
performance of teams within field-based sports. The increased availability of player tracking …

Quantified soccer using positional data: A case study

SA Pettersen, HD Johansen, IAM Baptista… - Frontiers in …, 2018 - frontiersin.org
Performance development in international soccer is undergoing a silent revolution fueled by
the rapidly increasing availability of athlete quantification data and advanced analytics …

Automated event detection and classification in soccer: The potential of using multiple modalities

OA Nergård Rongved, M Stige, SA Hicks… - Machine Learning and …, 2021 - mdpi.com
Detecting events in videos is a complex task, and many different approaches, aimed at a
large variety of use-cases, have been proposed in the literature. Most approaches, however …

A super-bagging method for volleyball action recognition using wearable sensors

F Haider, FA Salim, DBW Postma… - Multimodal …, 2020 - mdpi.com
Access to performance data during matches and training sessions is important for coaches
and players. Although there are many video tagging systems available which can provide …

Investigating the emergence of collective states within rugby sevens gameplay

H Koudela, TM Schaerf, T Lathlean… - Journal of Sports …, 2024 - Taylor & Francis
Rugby sevens is a small-sided variant of rugby union characterised by fast-moving, high-
intensity gameplay and is an example of a team invasion sport, where players work together …

[PDF][PDF] Qualitative Spatial Reasoning for Soccer Pass Prediction.

V Vercruyssen, L De Raedt, J Davis - MLSA@ PKDD/ECML, 2016 - dtai.cs.kuleuven.be
Qualitative spatial reasoning for soccer pass prediction Page 1 Qualitative spatial reasoning
for soccer pass prediction Vincent Vercruyssen University of Leuven, Belgium September 19 …