Usman Qamar / Muhammad Summair Raza
Understanding and Using Rough Set Based Feature Selection: Concepts, Techniques and Applications
- Springer Nature Singapore
- 2018
- Taschenbuch
- 208 Seiten
- ISBN 9789811352782
The book will provide: 1) In depth explanation of rough set theory along with examples of the concepts. 2) Detailed discussion on idea of feature selection. 3) Details of various representative and state of the art feature selection techniques along with algorithmic explanations. 4) Critical review of state of the art rough set based feature selection methods covering strength and weaknesses of each. 5) In depth investigation of various application areas using rough set based feature selection. 6) Complete Library of Rough Set APIs along with complexity analysis and detailed manual of using APIs 7) Program files of various representative Feature Selection algorithms along with explanation
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