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

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

Table of Contents

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    Book Overview
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    Chapter 1 Introduction to Feature Selection
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    Chapter 2 Background
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    Chapter 3 Rough Set Theory
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    Chapter 4 Advanced Concepts in Rough Set Theory
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    Chapter 5 Rough Set Theory Based Feature Selection Techniques
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    Chapter 6 Unsupervised Feature Selection Using RST
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    Chapter 7 Critical Analysis of Feature Selection Algorithms
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    Chapter 8 Dominance-Based Rough Set Approach
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    Chapter 9 Fuzzy Rough Sets
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    Chapter 10 Introduction to Classical Rough Set Based APIs Library
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    Chapter 11 Dominance Based Rough Set APIs Library
Attention for Chapter 4: Advanced Concepts in Rough Set Theory
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