Computer Science (R0) - Understanding and Using Rough Set Ba ...
Muhammad Summair Raza
- 28 juni 2017
- 9789811049651
Samenvatting:
The book will provide:
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In depth explanation of rough set theory along with examples of the concepts.
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Detailed discussion on idea of feature selection.
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Details of various representative and state of the art feature selection techniques along with algorithmic explanations.
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Critical review of state of the art rough set based feature selection methods covering strength and weaknesses of each.
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In depth investigation of various application areas using rough set based feature selection.
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Complete Library of Rough Set APIs along with complexity analysis and detailed manual of using APIs
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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.