Image Processing, Computer Vision, Pattern Recognition, and Graphics

Multiple Classifier Systems

12th International Workshop, MCS 2015, Günzburg, Germany, June 29 - July 1, 2015, Proceedings

Editors: Schwenker, Friedhelm, Roli, Fabio, Kittler, Josef (Eds.)

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eBook $54.99
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  • ISBN 978-3-319-20248-8
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Softcover $72.00
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  • ISBN 978-3-319-20247-1
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About this book

This book constitutes the refereed proceedings of the 12th International Workshop on Multiple Classifier Systems, MCS 2015, held in Günzburg, Germany, in June/July 2015. The 19 revised papers presented were carefully reviewed and selected from 25 submissions. The papers address issues in multiple classifier systems and ensemble methods, including pattern recognition, machine learning, neural network, data mining and statistics. They are organized in topical sections on theory and algorithms and application and evaluation.

Table of contents (19 chapters)

  • A Novel Bagging Ensemble Approach for Variable Ranking and Selection for Linear Regression Models

    Zhang, Chun-Xia (et al.)

    Pages 3-14

  • A Hierarchical Ensemble Method for DAG-Structured Taxonomies

    Robinson, Peter N. (et al.)

    Pages 15-26

  • Diversity Measures and Margin Criteria in Multi-class Majority Vote Ensemble

    Mikami, Ayako (et al.)

    Pages 27-37

  • Fractional Programming Weighted Decoding for Error-Correcting Output Codes

    Ismailoglu, Firat (et al.)

    Pages 38-50

  • Instance-Based Decompositions of Error Correcting Output Codes

    Ismailoglu, Firat (et al.)

    Pages 51-63

Buy this book

eBook $54.99
price for USA (gross)
  • ISBN 978-3-319-20248-8
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $72.00
price for USA
  • ISBN 978-3-319-20247-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Multiple Classifier Systems
Book Subtitle
12th International Workshop, MCS 2015, Günzburg, Germany, June 29 - July 1, 2015, Proceedings
Editors
  • Friedhelm Schwenker
  • Fabio Roli
  • Josef Kittler
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
9132
Copyright
2015
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-20248-8
DOI
10.1007/978-3-319-20248-8
Softcover ISBN
978-3-319-20247-1
Edition Number
1
Number of Pages
X, 231
Number of Illustrations and Tables
40 b/w illustrations
Topics