[图书][B] Artificial intelligence in sport performance analysis

D Araújo, M Couceiro, L Seifert, H Sarmento, K Davids - 2021 - taylorfrancis.com
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 …

Performance analysis in team sports: Advances from an Ecological Dynamics approach

B Travassos, K Davids, D Araújo… - International journal of …, 2013 - Taylor & Francis
Capacity to produce data for performance analysis in sports has been enhanced in the last
decade with substantial technological advances. However, current performance analysis …

Man & machine: Adaptive tools for the contemporary performance analyst

PS Robertson - Journal of Sports Sciences, 2020 - Taylor & Francis
Sport, like many industries, is experiencing growth in resources, professionalism and data
generation. An understanding of how humans can effectively and efficiently interact with …

Performance indicators in game sports

J Sampaio, N Leite - Routledge handbook of sports …, 2013 - api.taylorfrancis.com
A criticism often directed at sports performance analysis is that it is too focused on
performance outcomes rather than the underlying processes and mechanisms that produce …

Training programme designs in professional team sport: An ecological dynamics exemplar

CT Woods, I McKeown, RJ Shuttleworth… - Human movement …, 2019 - Elsevier
Ecological dynamics is a contemporary theory of skill acquisition, advocating the mutuality of
the performer-environment system, with clear implications for the design of innovative …

Neural network modelling and dynamical system theory: are they relevant to study the governing dynamics of association football players?

A Dutt-Mazumder, C Button, A Robins, R Bartlett - Sports medicine, 2011 - Springer
Recent studies have explored the organization of player movements in team sports using a
range of statistical tools. However, the factors that best explain the performance of …

[HTML][HTML] Managing the training process in elite sports: From descriptive to prescriptive data analytics

KC Houtmeyers, A Jaspers… - … Journal of Sports …, 2021 - journals.humankinetics.com
Elite sport practitioners increasingly use data to support training process decisions related to
athletes' health and performance. A careful application of data analytics is essential to gain …

[HTML][HTML] Technological breakthroughs in sport: Current practice and future potential of artificial intelligence, virtual reality, augmented reality, and modern data …

VRA Cossich, D Carlgren, RJ Holash, L Katz - Applied Sciences, 2023 - mdpi.com
We are currently witnessing an unprecedented era of digital transformation in sports, driven
by the revolutions in Artificial Intelligence (AI), Virtual Reality (VR), Augmented Reality (AR) …

[HTML][HTML] Integrative proposals of sports monitoring: subjective outperforms objective monitoring

L Montull, A Slapšinskaitė-Dackevičienė, J Kiely… - Sports medicine …, 2022 - Springer
Current trends in sports monitoring are characterized by the massive collection of tech-
based biomechanical, physiological and performance data, integrated through mathematical …

[图书][B] Sports analytics: Analysis, visualisation and decision making in sports performance

A Jayal, A McRobert, G Oatley, P O'Donoghue - 2018 - taylorfrancis.com
As the analysis of big datasets in sports performance becomes a more entrenched part of
the sporting landscape, so the value of sport scientists and analysts with formal training in …