Computational Intelligence in Sports

Computational Intelligence in Sports

Author: Iztok Fister

Publisher: Springer

Published: 2018-12-17

Total Pages: 277

ISBN-13: 3030034909

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This book presents recent research on computational intelligence (CI) algorithms in the field of sport. In the modern age, information technologies have greatly reduced the need for human effort in the carrying out of many daily tasks. These technologies have radically influenced the lives of humans, and the information society in general. Unfortunately, these advances have brought with them certain negative effects, including the encouragement of sedentary lifestyles and the attendant health problems such as obesity that these engender. Other modern maladies, chiefly cardiovascular disease, diabetes, and cancer, have also been on the increase. Today, sports are virtually the only activity that still connects modern humans to their original lifestyle, which was based on physical motion. This book tears familiarizing sports scientists with the foundations of computational intelligence, while at the same time presenting the problems that have arisen in the training domain to computer scientists. Lastly, the book proposes the use of an Artificial Sports Trainer designed to enhance the training of modern athletes who cannot afford the considerable expense of hiring a human personal trainer. This intelligent system can monitor performance and design and direct appropriate future training, thus promoting both healthy lifestyles and competitive success in athletes.


Artificial Intelligence in Sport Performance Analysis

Artificial Intelligence in Sport Performance Analysis

Author: Duarte Araújo

Publisher: Routledge

Published: 2021-04-20

Total Pages: 221

ISBN-13: 1000380122

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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.


Artificial Intelligence in Sport Performance Analysis

Artificial Intelligence in Sport Performance Analysis

Author: Duarte Araújo

Publisher: Routledge

Published: 2021-04-21

Total Pages: 208

ISBN-13: 1000380157

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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.


Computers in Sport

Computers in Sport

Author: Peter Dabnichki

Publisher: WIT Press

Published: 2008

Total Pages: 353

ISBN-13: 1845640640

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The use of computers in the sport and exercise sciences is now unquestioned. They are employed in the functioning of laboratory facilities, data collection, data handling and prediction of forthcoming outcomes. Recent advances are strongly affected by current developments in computer science and technology. In particular, progress in hardware (processor speed, storage capacity, communication technology), software (tools), information management concepts (data bases, data mining) and media (internet, eLearning, multimedia) gives a great impetus.This book, written by leading experts in the interdisciplinary field of sport and computer science, provides an overview on current fields of research and application covering fields such as virtual reality, ubiquitous computing, feedback systems and multimedia.


21st Century Sports

21st Century Sports

Author: Sascha L. Schmidt

Publisher: Springer Nature

Published: 2020-09-12

Total Pages: 303

ISBN-13: 3030508013

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This book outlines the effects that technology-induced change will have on sport within the next five to ten years, and provides food for thought concerning what lies further ahead. Presented as a collection of essays, the authors are leading academics from renowned institutions such as Massachusetts Institute of Technology, Queensland University of Technology, and the University of Cambridge, and practitioners with extensive technological expertise. In their essays, the authors examine the impacts of emerging technologies like artificial intelligence, the Internet of Things, and robotics on sports and assess how they will change sport itself, consumer behavior, and existing business models. The book will help athletes, entrepreneurs, and innovators working in the sports industry to spot trendsetting technologies, gain deeper insights into how they will affect their activities, and identify the most effective responses to stay ahead of the competition both on and off the pitch.


Computer Vision in Sports

Computer Vision in Sports

Author: Thomas B. Moeslund

Publisher: Springer

Published: 2015-01-19

Total Pages: 322

ISBN-13: 3319093967

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The first book of its kind devoted to this topic, this comprehensive text/reference presents state-of-the-art research and reviews current challenges in the application of computer vision to problems in sports. Opening with a detailed introduction to the use of computer vision across the entire life-cycle of a sports event, the text then progresses to examine cutting-edge techniques for tracking the ball, obtaining the whereabouts and pose of the players, and identifying the sport being played from video footage. The work concludes by investigating a selection of systems for the automatic analysis and classification of sports play. The insights provided by this pioneering collection will be of great interest to researchers and practitioners involved in computer vision, sports analysis and media production.


AI for Sports

AI for Sports

Author: Chris Brady

Publisher: CRC Press

Published: 2022-01-28

Total Pages: 90

ISBN-13: 1000533220

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It seems that artificial intelligence (AI) is always just five years away, but it never arrives. Recently, however. developments have made the practical utility of game theory a genuine reality. Will sport provide the petri dish in which AI will prove itself? What do domain specialists like managers and coaches want to know that they can’t currently find out, and can AI provide the answer? What competitive advantages might AI provide for recruitment, performance and tactics, health and fitness, pedagogy, broadcasting, eSports, gambling and stadium design in the future? Written by leading experts in both sports management and AI, AI for Sports begins to answer these and many other questions on the future of AI for sports.


Machine Learning and Data Mining for Sports Analytics

Machine Learning and Data Mining for Sports Analytics

Author: Ulf Brefeld

Publisher: Springer Nature

Published: 2020-12-09

Total Pages: 141

ISBN-13: 3030649121

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This book constitutes the refereed post-conference proceedings of the 7th International Workshop on Machine Learning and Data Mining for Sports Analytics, MLSA 2020, colocated with ECML/PKDD 2020, in Ghent, Belgium, in September 2020. Due to the COVID-19 pandemic the conference was held online. The 11 papers presented were carefully reviewed and selected from 22 submissions. The papers present a variety of topics within the area of sports analytics, including tactical analysis, outcome predictions, data acquisition, performance optimization, and player evaluation.