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Communications in Computer and Information Science

Machine Learning and Cybernetics

13th International Conference, Lanzhou, China, July 13-16, 2014. Proceedings

Editors: Wang, X., Pedrycz, W., Chan, P., He, Q. (Eds.)

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About this book

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.

Table of contents (45 chapters)

Table of contents (45 chapters)
  • Combining Classifiers Based on Gaussian Mixture Model Approach to Ensemble Data

    Pages 3-12

    Nguyen, Tien Thanh (et al.)

  • Sentiment Classification of Chinese Reviews in Different Domain: A Comparative Study

    Pages 13-23

    Zhou, Qingqing (et al.)

  • A Computer-Aided System for Classification of Breast Tumors in Ultrasound Images via Biclustering Learning

    Pages 24-32

    Zhang, Qiangzhi (et al.)

  • An Improved Approach to Ordinal Classification

    Pages 33-42

    Wang, Donghui (et al.)

  • Classification Based on Lower Integral and Extreme Learning Machine

    Pages 43-51

    Chen, Aixia (et al.)

Buy this book

eBook $69.99
price for USA in USD (gross)
  • ISBN 978-3-662-45652-1
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $89.99
price for USA in USD
  • ISBN 978-3-662-45651-4
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Machine Learning and Cybernetics
Book Subtitle
13th International Conference, Lanzhou, China, July 13-16, 2014. Proceedings
Editors
  • Xizhao Wang
  • Witold Pedrycz
  • Patrick Chan
  • Qiang He
Series Title
Communications in Computer and Information Science
Series Volume
481
Copyright
2014
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-662-45652-1
DOI
10.1007/978-3-662-45652-1
Softcover ISBN
978-3-662-45651-4
Series ISSN
1865-0929
Edition Number
1
Number of Pages
XIV, 462
Number of Illustrations
160 b/w illustrations
Topics

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