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Ishibuchi, Hisao

Classification and Modeling with Linguistic Information Granules

Ishibuchi, Hisao - Classification and Modeling with Linguistic Information Granules, ebook

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ISBN: 9783540268758
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Table of contents

1. Linguistic Information Granules

2. Pattern Classification with Linguistic Rules

3. Learning of Linguistic Rules

4. Input Selection and Rule Selection

5. Genetics-Based Machine Learning

6. Multi-Objective Design of Linguistic Models

7. Comparison of Linguistic Discretization with Interval Discretization

8. Modeling with Linguistic Rules

9. Design of Compact Linguistic Models

10. Linguistic Rules with Consequent Real Numbers

11. Handling of Linguistic Rules in Neural Networks

12. Learning of Neural Networks from Linguistic Rules

13. Linguistic Rule Extraction from Neural Networks

14. Modeling of Fuzzy Input—Output Relations

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Keywords: COMPUTERS / Computer Science COM014000

Author(s)
 
 
Publisher
Springer
Publication year
2005
Language
en
Edition
1
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (PDF)
9783540268758

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