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Sports Data Mining

Paperback Engels 2012 2010e druk 9781461426912
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

Data mining is the process of extracting hidden patterns from data, and it’s commonly used in business, bioinformatics, counter-terrorism, and, increasingly, in professional sports. First popularized in Michael Lewis’ best-selling Moneyball: The Art of Winning An Unfair Game, it is has become an intrinsic part of all professional sports the world over, from baseball to cricket to soccer. While an industry has developed based on statistical analysis services for any given sport, or even for betting behavior analysis on these sports, no research-level book has considered the subject in any detail until now.

Sports Data Mining brings together in one place the state of the art as it concerns an international array of sports: baseball, football, basketball, soccer, greyhound racing are all covered, and the authors (including Hsinchun Chen, one of the most esteemed and well-known experts in data mining in the world) present the latest research, developments, software available, and applications for each sport. They even examine the hidden patterns in gaming and wagering, along with the most common systems for wager analysis.

Specificaties

ISBN13:9781461426912
Taal:Engels
Bindwijze:paperback
Aantal pagina's:138
Uitgever:Springer US
Druk:2010

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Inhoudsopgave

Sports Data Mining: The Field.- Sports Data Mining Methodology.- Data Sources for Sports.- Research in Sports Statistics.- Tools and Systems for Sports Data Analysis.- Predictive Modeling for Sports and Gaming.- Multimedia and Video Analysis for Sports.- Web Sports Data Extraction and Visualization.- Open Source Data Mining Tools for Sports.- Greyhound Racing Using Neural Networks: A Case Study.- Greyhound Racing Using Support Vector Machines: A Case Study.- Betting and Gaming.- Conclusions.

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        Sports Data Mining