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Computational Intelligence in Sports

  • Book
  • © 2019

Overview

Authors:
  1. Iztok Fister

    1. Faculty of Electrical Engineering and Computer Science, University of Maribor, Maribor, Slovenia

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  2. Iztok Fister Jr.

    1. Faculty of Electrical Engineering and Computer Science, University of Maribor, Maribor, Slovenia

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    You can also search for this author in PubMed   Google Scholar

  3. Dušan Fister

    1. Faculty of Economics and Business, University of Maribor, Maribor, Slovenia

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    You can also search for this author in PubMed   Google Scholar

  • Presents recent research on computational intelligence (CI) algorithms in the field of sport
  • Focuses on individual sports, but also discusses team sports
  • Highlights CI algorithms used in different phases of athlete’s training sessions for individual disciplines such as marathons, cycling, and triathlons

Part of the book series: Adaptation, Learning, and Optimization (ALO, volume 22)

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Table of contents (11 chapters)

  1. Front Matter

    Pages i-xv
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  2. Sport and Science

    1. Front Matter

      Pages 1-1
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    2. Introduction

      • Iztok Fister, Iztok Fister Jr., Dušan Fister
      Pages 3-26

    3. Knowledge Discovery in Sport

      • Iztok Fister, Iztok Fister Jr., Dušan Fister
      Pages 27-51

    4. Pervasive Computing in Sport

      • Iztok Fister, Iztok Fister Jr., Dušan Fister
      Pages 53-79

  3. Human in Sports

    1. Front Matter

      Pages 81-81
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    2. Principles of Human Movement

      • Iztok Fister, Iztok Fister Jr., Dušan Fister
      Pages 83-100

  4. Sports Training and Computational Intelligence

    1. Front Matter

      Pages 101-101
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    2. Theory of Sports Training

      • Iztok Fister, Iztok Fister Jr., Dušan Fister
      Pages 103-119

    3. Design and Implementation of an Artificial Sports Trainer

      • Iztok Fister, Iztok Fister Jr., Dušan Fister
      Pages 121-135

  5. Applications of Computational Intelligence in Sports

    1. Front Matter

      Pages 137-137
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    2. Generating Training Plans Based on Existing Sports Activities

      • Iztok Fister, Iztok Fister Jr., Dušan Fister
      Pages 139-180

    3. Adaptation of Training Plans

      • Iztok Fister, Iztok Fister Jr., Dušan Fister
      Pages 181-200

    4. BatMiner for Identifying the Characteristics of Athletes in Training

      • Iztok Fister, Iztok Fister Jr., Dušan Fister
      Pages 201-221

    5. Visualization of Sports Activities Created by Wearable Mobile Devices

      • Iztok Fister, Iztok Fister Jr., Dušan Fister
      Pages 223-246

    6. Sports Nutrition

      • Iztok Fister, Iztok Fister Jr., Dušan Fister
      Pages 247-277
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Keywords

About this book

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 thetraining 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.


Authors and Affiliations

  • Faculty of Electrical Engineering and Computer Science, University of Maribor, Maribor, Slovenia

    Iztok Fister, Iztok Fister Jr.

  • Faculty of Economics and Business, University of Maribor, Maribor, Slovenia

    Dušan Fister

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