Sports Data Mining

1. Sports Data Mining: The Field
Robert P. Schumaker, Osama K. Solieman, Hsinchun Chen

2. Sports Data Mining Methodology
Robert P. Schumaker, Osama K. Solieman, Hsinchun Chen

3. Data Sources for Sports
Robert P. Schumaker, Osama K. Solieman, Hsinchun Chen

4. Research in Sports Statistics
Robert P. Schumaker, Osama K. Solieman, Hsinchun Chen

5. Tools and Systems for Sports Data Analysis
Robert P. Schumaker, Osama K. Solieman, Hsinchun Chen

6. Predictive Modeling for Sports and Gaming
Robert P. Schumaker, Osama K. Solieman, Hsinchun Chen

7. Multimedia and Video Analysis for Sports
Robert P. Schumaker, Osama K. Solieman, Hsinchun Chen

8. Web Sports Data Extraction and Visualization
Robert P. Schumaker, Osama K. Solieman, Hsinchun Chen

9. Open Source Data Mining Tools for Sports
Robert P. Schumaker, Osama K. Solieman, Hsinchun Chen

10. Greyhound Racing Using Neural Networks: A Case Study
Robert P. Schumaker, Osama K. Solieman, Hsinchun Chen

11. Greyhound Racing Using Support Vector Machines: A Case Study
Robert P. Schumaker, Osama K. Solieman, Hsinchun Chen

12. Betting and Gaming
Robert P. Schumaker, Osama K. Solieman, Hsinchun Chen

13. Conclusions
Robert P. Schumaker, Osama K. Solieman, Hsinchun Chen

Avainsanat: Computer Science, Data Mining and Knowledge Discovery, Business Information Systems, Operations Research/Decision Theory, Statistics for Business/Economics/Mathematical Finance/Insurance