Artificial Intelligence in Sport Performance Analysis - Hardcover

Araújo, Duarte; Couceiro, Micael; Seifert, Ludovic; Sarmento, Hugo; Davids, Keith

 
9780367254360: Artificial Intelligence in Sport Performance Analysis
Hardcover
ISBN 10: 0367254360 ISBN 13: 9780367254360
Verlag: Routledge, 2021

Inhaltsangabe

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 practitioners. This book guides the reader in understanding how an ecological dynamics framework for use of artificial intelligence (AI) can be implemented to interpret sport performance and the design of practice contexts.

By examining how AI methodologies are utilized in team games, such as football, as well as in individual sports, such as golf and climbing, this book provides a better understanding of the kinematic and physiological indicators that might better capture athletic performance by looking at the current state-of-the-art AI approaches.

Artificial Intelligence in Sport Performance Analysis

provides an all-encompassing perspective in an innovative approach that signals practical applications for both academics and practitioners in the fields of coaching, sports analysis, and sport science, as well as related subjects such as engineering, computer and data science, and statistics.

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Über die Autorin bzw. den Autor

Duarte Araújo is Associate Professor and Head of CIPER – Interdisciplinary Centre for the Study of Human Performance – and Director of the Laboratory of Expertise in Sport in the Faculty of Human Kinetics at the University of Lisbon, Portugal.

Micael Couceiro is Associate Researcher at the Institute of Systems and Robotics, Coimbra, Portugal. He is also co-founder and CEO of the company Ingeniarius.

Ludovic Seifert is Professor of Motor Control and Learning, Deputy Dean of the CETAPS Lab, and Head of the Sport Performance Analysis and Big Data Master's degree at the Faculty of Sport Sciences, University of Rouen Normandie, France.

Hugo Sarmento is Assistant Professor in the Faculty of Sport Sciences and Physical Education, University of Coimbra, Portugal.

Keith Davids

is Professor of Motor Learning in the Sport and Human Performance research group, Sheffield Hallam University, UK.

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Verlag
Routledge
Erscheinungsdatum
2021
Sprache
Englisch
ISBN 10 
0367254360
ISBN 13 
9780367254360
Einband
Gebundene Ausgabe
Anzahl der Seiten
220
Kontakt zum Hersteller
Routledge
https://www.routledge-ny.com/

Stockst?dter Str. 20
Gro?ostheim
Bayern
Deutschland

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