Machine Learning and Cybernetics
13th International Conference, Lanzhou, China, July 13-16, 2014. Proceedings
Published on 17. December 2014
Book
Paperback/Softback
XIV, 462 pages
978-3-662-45651-4 (ISBN)
Description
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.
More details
Series
Edition
2014 ed.
Language
English
Place of publication
Berlin
Germany
Publishing group
Springer Berlin
Target group
Professional and scholarly
Research
Illustrations
160 s/w Abbildungen
XIV, 462 p. 160 illus.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 26 mm
Weight
715 gr
ISBN-13
978-3-662-45651-4 (9783662456514)
DOI
10.1007/978-3-662-45652-1
Schweitzer Classification
Other editions
Additional editions
Xizhao Wang | Witold Pedrycz | Patrick Chan
Machine Learning and Cybernetics
13th International Conference, Lanzhou, China, July 13-16, 2014. Proceedings
E-Book
12/2014
Springer
€53.49
Available for download
Content
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.