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Silva, Thiago Christiano

Machine Learning in Complex Networks

Silva, Thiago Christiano - Machine Learning in Complex Networks, ebook

130,70€

Ebook, PDF with Adobe DRM
ISBN: 9783319172903
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Table of contents

1. Introduction
Thiago Christiano Silva, Liang Zhao

2. Complex Networks
Thiago Christiano Silva, Liang Zhao

3. Machine Learning
Thiago Christiano Silva, Liang Zhao

4. Network Construction Techniques
Thiago Christiano Silva, Liang Zhao

5. Network-Based Supervised Learning
Thiago Christiano Silva, Liang Zhao

6. Network-Based Unsupervised Learning
Thiago Christiano Silva, Liang Zhao

7. Network-Based Semi-Supervised Learning
Thiago Christiano Silva, Liang Zhao

8. Case Study of Network-Based Supervised Learning: High-Level Data Classification
Thiago Christiano Silva, Liang Zhao

9. Case Study of Network-Based Unsupervised Learning: Stochastic Competitive Learning in Networks
Thiago Christiano Silva, Liang Zhao

10. Case Study of Network-Based Semi-Supervised Learning: Stochastic Competitive-Cooperative Learning in Networks
Thiago Christiano Silva, Liang Zhao

Keywords: Computer Science, Artificial Intelligence (incl. Robotics), Computational Intelligence, Complex Networks, Science, general, Data Mining and Knowledge Discovery, Pattern Recognition

Author(s)
 
Publisher
Springer
Publication year
2016
Language
en
Edition
1st ed. 2016
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (PDF)
9783319172903
Printed ISBN
978-3-319-17289-7

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