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Classification and Modeling with Linguistic Information Granules : Advanced Approaches to Linguistic Data Mining

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Cover of 'Classification and Modeling with Linguistic Information Granules : Advanced Approaches to Linguistic Data Mining'

Table of Contents

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    Book Overview
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    Chapter 1 Linguistic Information Granules
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    Chapter 2 Pattern Classification with Linguistic Rules
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    Chapter 3 Learning of Linguistic Rules
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    Chapter 4 Input Selection and Rule Selection
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    Chapter 5 Genetics-Based Machine Learning
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    Chapter 6 Multi-Objective Design of Linguistic Models
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    Chapter 7 Comparison of Linguistic Discretization with Interval Discretization
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    Chapter 8 Modeling with Linguistic Rules
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    Chapter 9 Design of Compact Linguistic Models
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    Chapter 10 Linguistic Rules with Consequent Real Numbers
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    Chapter 11 Handling of Linguistic Rules in Neural Networks
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    Chapter 12 Learning of Neural Networks from Linguistic Rules
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    Chapter 13 Linguistic Rule Extraction from Neural Networks
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    Chapter 14 Modeling of Fuzzy Input—Output Relations
Attention for Chapter 6: Multi-Objective Design of Linguistic Models
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