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Sotiropoulos, Dionisios N.

Machine Learning Paradigms

Sotiropoulos, Dionisios N. - Machine Learning Paradigms, e-bok

177,30€

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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

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

Författare
 
Utgivare
Springer
Utgivningsår
2017
Språk
en
Utgåva
1
Serie
Intelligent Systems Reference Library
Sidantal
16 sidor
Kategori
Teknologi, energi, trafik
Format
E-bok
eISBN (PDF)
9783319471945
Tryckt ISBN
978-3-319-47192-1

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