A survey on deep learning for human mobility
The study of human mobility is crucial due to its impact on several aspects of our society,
such as disease spreading, urban planning, well-being, pollution, and more. The …
such as disease spreading, urban planning, well-being, pollution, and more. The …
Current approaches to the use of artificial intelligence for injury risk assessment and performance prediction in team sports: a systematic review
JG Claudino, DO Capanema, TV de Souza… - Sports medicine …, 2019 - Springer
Background The application of artificial intelligence (AI) opens an interesting perspective for
predicting injury risk and performance in team sports. A better understanding of the …
predicting injury risk and performance in team sports. A better understanding of the …
A public data set of spatio-temporal match events in soccer competitions
Soccer analytics is attracting increasing interest in academia and industry, thanks to the
availability of sensing technologies that provide high-fidelity data streams for every match …
availability of sensing technologies that provide high-fidelity data streams for every match …
Machine learning methods in sport injury prediction and prevention: a systematic review
H Van Eetvelde, LD Mendonça, C Ley, R Seil… - Journal of experimental …, 2021 - Springer
Purpose Injuries are common in sports and can have significant physical, psychological and
financial consequences. Machine learning (ML) methods could be used to improve injury …
financial consequences. Machine learning (ML) methods could be used to improve injury …
Debunking the myths about training load, injury and performance: empirical evidence, hot topics and recommendations for practitioners
TJ Gabbett - British journal of sports medicine, 2020 - bjsm.bmj.com
A substantial amount of research has tested the relationship between training load and
injury. 1 Given that sports injuries compromise team success, 2 3 team administrators …
injury. 1 Given that sports injuries compromise team success, 2 3 team administrators …
A systematic literature review of intelligent data analysis methods for smart sport training
A Rajšp, I Fister Jr - Applied Sciences, 2020 - mdpi.com
The rapid transformation of our communities and our way of life due to modern technologies
has impacted sports as well. Artificial intelligence, computational intelligence, data mining …
has impacted sports as well. Artificial intelligence, computational intelligence, data mining …
Digital technologies in sports: Opportunities, challenges, and strategies for safeguarding athlete wellbeing and competitive integrity in the digital era
Digital technologies are revolutionizing operations across various industries, including the
sports sector. This study employed a mixed methods approach to investigate technology …
sports sector. This study employed a mixed methods approach to investigate technology …
A comparison of a GPS device and a multi-camera video technology during official soccer matches: Agreement between systems
E Pons, T García-Calvo, R Resta, H Blanco… - PloS one, 2019 - journals.plos.org
The aim of this study was to compare the agreement of the movement demands data during
a soccer match (total distance, distance per minute, average speed, maximum speed and …
a soccer match (total distance, distance per minute, average speed, maximum speed and …
[HTML][HTML] Estimation of injury costs: financial damage of English Premier League teams' underachievement due to injuries
E Eliakim, E Morgulev, R Lidor… - BMJ Open Sport & …, 2020 - bmjopensem.bmj.com
Background In individual sports, the effect that injuries have on an athlete's performance,
success and financial profit is implicit. In contrast, the effect of a single player's injury or one …
success and financial profit is implicit. In contrast, the effect of a single player's injury or one …
PlayeRank: data-driven performance evaluation and player ranking in soccer via a machine learning approach
The problem of evaluating the performance of soccer players is attracting the interest of
many companies and the scientific community, thanks to the availability of massive data …
many companies and the scientific community, thanks to the availability of massive data …