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Multidimensional particle swarm optimization for machine learning and pattern recognition [electronic resource] / Serkan Kiranyaz, Turker Ince, Moncef Gabbouj.

Kiranyaz, Serkan.; Ince, Turker.; Gabbouj, Moncef.
2014
QA402.5 .K57 2014eb
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Title
Multidimensional particle swarm optimization for machine learning and pattern recognition [electronic resource] / Serkan Kiranyaz, Turker Ince, Moncef Gabbouj.
Author
Kiranyaz, Serkan.
ISBN
9783642378461 electronic book
3642378463 electronic book
9783642378454
Publication Details
Berlin ; New York : Springer, c2014.
Language
English
Description
1 online resource.
Call Number
QA402.5 .K57 2014eb
Dewey Decimal Classification
519.6
Summary
This book explores multidimensional particle swarm optimization, a new optimization technique developed by the authors. The content is characterized by strong practical considerations, and the book is supported with fully documented source code for all applications presented, as well as many sample datasets.
Bibliography, etc. Note
Includes bibliographical references.
Access Note
Access limited to authorized users.
Source of Description
Description based on online resource; title from PDF title page (SpringerLink, viewed July 29, 2013).
Added Author
Ince, Turker.
Gabbouj, Moncef.
Series
Adaptation, learning and optimization ; v.15.
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Chap. 1 Introduction
Chap. 2 Optimization Techniques
Chap. 3 Particle Swarm Optimization
Chap. 4 Multidimensional Particle Swarm Optimization
Chap. 5 Improving Global Convergence
Chap. 6 Dynamic Data Clustering
Chap. 7 Evolutionary Artificial Neural Networks
Chap. 8 Personalized ECG Classification
Chap. 9 Image Classification Through a Collective Network of Binary Classifiers
Chap. 10 Evolutionary Feature Synthesis for Image Retrieval.

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