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Understanding and Using Rough Set Based Feature Selection: Concepts, Techniques and Applications book cover by Muhammad Summair Raza, Usman Qamar
Paperback

Understanding and Using Rough Set Based Feature Selection: Concepts, Techniques and Applications

by Muhammad Summair Raza and Usman Qamar

From $105.59 / copy at 25+ copies; lower per-copy prices at higher quantities (see Volume pricing) As low as $103.19 at 100+

Total $2,639.75

Paperback · 194 pages Springer Nature Singapore · 2018

Format

Paperback
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About the book

Understanding and Using Rough Set Based Feature Selection

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 of each.

The book will be a complete and self-sufficient source both for primary and secondary audience. Starting from basic concepts to state-of-the art implementation, it will be a constant source of help both for practitioners and researchers.

Book will provide in-depth explanation of concepts supplemented with working examples to help in practical implementation. As far as practical implementation is concerned, the researcher/practitioner can fully concentrate on his/her own work without any concern towards implementation of basic RST functionality.

Providing complexity analysis along with full working programs will further simplify analysis and comparison of algorithms.



Details

Publisher
Springer Nature Singapore
Authors
Muhammad Summair Raza, Usman Qamar
Format
Paperback
Published
Dec 12, 2018
ISBN-13
9789811352782
Pages
194
Printing
Printed on demand
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25 – 49 $105.59 12% off list
50 – 99 $104.39 13% off list
100+ $103.19 14% off list
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