Machine learning and cybernetics [electronic resource] : 13th International Conference, Lanzhou, China, July 13-16, 2014, proceedings / Xizhao Wang, Witold Pedrycz, Patrick Chan, Qiang He (Eds.).
2014
Q325.5
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Title
Machine learning and cybernetics [electronic resource] : 13th International Conference, Lanzhou, China, July 13-16, 2014, proceedings / Xizhao Wang, Witold Pedrycz, Patrick Chan, Qiang He (Eds.).
Meeting Name
International Conference on Machine Learning and Cybernetics (13th : 2014 : Lanzhou Shi, China)
ISBN
9783662456521 electronic book
3662456524 electronic book
9783662456514
3662456516
3662456524 electronic book
9783662456514
3662456516
Published
Berlin : Springer, 2014.
Copyright
©2014
Language
English
Description
1 online resource (xiv, 462 pages) : illustrations.
Item Number
10.1007/978-3-662-45652-1 doi
Call Number
Q325.5
Dewey Decimal Classification
006.3
Summary
This book constitutes the refereed proceedings of the 13th International Conference on Machine Learning and Cybernetics, Lanzhou, China, in July 2014. The 45 revised full papers presented were carefully reviewed and selected from 421 submissions. The papers are organized in topical sections on classification and semi-supervised learning; clustering and kernel; application to recognition; sampling and big data; application to detection; decision tree learning; learning and adaptation; similarity and decision making; learning with uncertainty; improved learning algorithms and applications
Note
This book constitutes the refereed proceedings of the 13th International Conference on Machine Learning and Cybernetics, Lanzhou, China, in July 2014. The 45 revised full papers presented were carefully reviewed and selected from 421 submissions. The papers are organized in topical sections on classification and semi-supervised learning; clustering and kernel; application to recognition; sampling and big data; application to detection; decision tree learning; learning and adaptation; similarity and decision making; learning with uncertainty; improved learning algorithms and applications
Bibliography, etc. Note
Includes bibliographical references and index.
Access Note
Access limited to authorized users.
Digital File Characteristics
text file PDF
Added Author
Wang, Xizhao, editor.
Pedrycz, Witold, 1953- editor.
Chan, Patrick, editor.
He, Qiang, editor.
Pedrycz, Witold, 1953- editor.
Chan, Patrick, editor.
He, Qiang, editor.
Series
Communications in computer and information science ; 481, 1865-0929
Available in Other Form
Printe version: 9783662456514
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Table of Contents
Classification and semi-supervised learning;
Clustering and kernel.-Application to recognition
Sampling and big data
Application to detection
Decision tree learning; learning and adaptation
Similarity and decision making
Learning with uncertainty
Improved learning algorithms and applications
Clustering and kernel.-Application to recognition
Sampling and big data
Application to detection
Decision tree learning; learning and adaptation
Similarity and decision making
Learning with uncertainty
Improved learning algorithms and applications