Machine Learning in Team Sports: Performance Analysis and Talent Identification in Beach Soccer & Sepak-Takraw

By Norlaila Azura Kosni, Anwar P.P. Abdul Majeed, Rabiu Muazu Musa

1. Introduction

2. Key performance indicators in elite beach soccer

2.1 Overview

2.2 Clustering

2.3 Classification

2.4 Results and Discussion

3. Technical and tactical performance indicators determining successful and unsuccessful team in elite beach soccer

3.1 Overview

3.2 Clustering

3.3 Classification

3.4 Results and Discussion

4. Identifying talent in sepak takraw via Anthropometry indexes

4.1 Overview

4.2 Clustering

4.3 Classification

4.4 Results and Discussion

5. Physical fitness parameters in the identification of high potential sepak takraw players

5.1 Overview

5.2 Clustering

5.3 Classification

5.4 Results and Discussion

6. Relationship between psycho-maturity and performance of sepak takraw

6.1 Overview

6.2 Clustering

6.3 Classification

6.4 Results and Discussion

7. Concluding Remarks

• Format: Paperback
• Language: English
• ISBN: 9811532184
• ISBN13: 9789811532184
• Release Date: February 2020
• Publisher: Springer
• Length: 61 Pages
• Weight: 0.25 lbs.
• Dimensions: 0.1" x 6.1" x 9.2"