Cricket Performance Management: Mathematical Formulation and Analytics - Diganta Mukherjee,Hemanta Saikia,Dibyojyoti Bhattacharjee
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This book focuses on the application of data mining techniques in cricket. It provides detailed examples of how data mining can be helpful for decision-making in sports with special reference to cricket, particularly the quantitative features related to Twenty20 cricket, the latest and the most popular format of the game. The book highlights the performance quantification of cricketers (batsmen, bowlers, al ... Full description
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Description
This book focuses on the application of data mining techniques in cricket. It provides detailed examples of how data mining can be helpful for decision-making in sports with special reference to cricket, particularly the quantitative features related to Twenty20 cricket, the latest and the most popular format of the game. The book highlights the performance quantification of cricketers (batsmen, bowlers, all-rounders, and wicket keepers), determining the market valuation of cricketers based on their on-field performances and the effect of age on the performance of the cricketers. It also provides a comprehensive overview of the different aspects of the game where quantitative techniques are beneficial, and highlights the use of statistical and data mining tools in analysing sports-related data and objective decision-making in sports.
More Information
| Author | Diganta Mukherjee, Hemanta Saikia, Dibyojyoti Bhattacharjee |
|---|---|
| Publisher | Springer Nature Singapore |
| Release year | 2021 |
| Cover type | Softcover |
| EAN | 9789811513565 |