Sports Data Mining

Sports Data Mining

von: Robert P. Schumaker, Osama K. Solieman, Hsinchun Chen

Springer-Verlag, 2010

ISBN: 9781441967305 , 144 Seiten

Format: PDF, OL

Kopierschutz: Wasserzeichen

Windows PC,Mac OSX geeignet für alle DRM-fähigen eReader Apple iPad, Android Tablet PC's Online-Lesen für: Windows PC,Mac OSX,Linux

Preis: 96,29 EUR

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Mehr zum Inhalt

Sports Data Mining


 

Sports Data Mining

4

Preface

6

Contents

8

List of Figures

13

List of Tables

15

Chapter 1: Sports Data Mining: The Field

16

Chapter 2: Sports Data Mining Methodology

29

Chapter 3: Data Sources for Sports

36

Chapter 4: Research in Sports Statistics

42

Chapter 5: Tools and Systems for Sports Data Analysis

58

Chapter 6: Predictive Modeling for Sports and Gaming

67

Chapter 7: Multimedia and Video Analysis for Sports

76

Chapter 8: Web Sports Data Extraction and Visualization

82

Chapter 9: Open Source Data Mining Tools for Sports

99

Chapter 10: Greyhound Racing Using Neural Networks: A Case Study

103

Chapter 11: Greyhound Racing Using Support Vector Machines: A Case Study

111

Chapter 12: Betting and Gaming

119

Chapter 13: Conclusions

125

References

128

Index

135