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Sotiropoulos, Dionisios N.

Machine Learning Paradigms

Sotiropoulos, Dionisios N. - Machine Learning Paradigms, ebook

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ISBN: 9783319471945
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Table of contents

Part I. Machine Learning Fundamentals

1. Introduction
Dionisios N. Sotiropoulos, George A. Tsihrintzis

2. Machine Learning
Dionisios N. Sotiropoulos, George A. Tsihrintzis

3. The Class Imbalance Problem
Dionisios N. Sotiropoulos, George A. Tsihrintzis

4. Addressing the Class Imbalance Problem
Dionisios N. Sotiropoulos, George A. Tsihrintzis

5. Machine Learning Paradigms
Dionisios N. Sotiropoulos, George A. Tsihrintzis

Part II. Artificial Immune Systems

6. Immune System Fundamentals
Dionisios N. Sotiropoulos, George A. Tsihrintzis

7. Artificial Immune Systems
Dionisios N. Sotiropoulos, George A. Tsihrintzis

8. Experimental Evaluation of Artificial Immune System-Based Learning Algorithms
Dionisios N. Sotiropoulos, George A. Tsihrintzis

9. Conclusions and Future Work
Dionisios N. Sotiropoulos, George A. Tsihrintzis

Keywords: Engineering, Computational Intelligence, Artificial Intelligence (incl. Robotics)

Author(s)
 
Publisher
Springer
Publication year
2017
Language
en
Edition
1
Series
Intelligent Systems Reference Library
Category
Technology, Energy, Traffic
Format
Ebook
eISBN (PDF)
9783319471945
Printed ISBN
978-3-319-47192-1

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