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Fu, Xiuju

Data Mining with Computational Intelligence

Fu, Xiuju - Data Mining with Computational Intelligence, ebook

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ISBN: 9783540288039
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Table of contents

1. Introduction

2. MLP Neural Networks for Time-Series Prediction and Classification

3. Fuzzy Neural Networks for Bioinformatics

4. An Improved RBF Neural Network Classifier

5. Attribute Importance Ranking for Data Dimensionality Reduction

6. Genetic Algorithms for Class-Dependent Feature Selection

7. Rule Extraction from RBF Neural Networks

8. A Hybrid Neural Network For Protein Secondary Structure Prediction

9. Support Vector Machines for Prediction

10. Rule Extraction from Support Vector Machines

DRM-restrictions

Printing: not available
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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)
9783540288039

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