Image Processing, Computer Vision, Pattern Recognition, and Graphics

Multiple Classifier Systems

10th International Workshop, MCS 2011, Naples, Italy, June 15-17, 2011. Proceedings

Editors: Sansone, Carlo, Kittler, Josef, Roli, Fabio (Eds.)

  • <p>Up-to-date results </p><p>Fast-track conference proceedings </p><p>State-of-the-art research</p>

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eBook $69.99
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  • ISBN 978-3-642-21557-5
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Softcover $99.00
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About this book

This book constitutes the refereed proceedings of the 10th International Workshop on Multiple Classifier Systems, MCS 2011, held in Naples, Italy, in June 2011. The 36 revised papers presented together with two invited papers were carefully reviewed and selected from more than 50 submissions. The contributions are organized into sessions dealing with classifier ensembles; trees and forests; one-class classifiers; multiple kernels; classifier selection; sequential combination; ECOC; diversity; clustering; biometrics; and computer security.

Table of contents (38 chapters)

  • Ensemble Methods for Tracking and Segmentation (Abstract)

    Avidan, Shai

    Pages 1-1

  • Ensembles and Multiple Classifiers: A Game-Theoretic View

    Cesa-Bianchi, Nicolò

    Pages 2-5

  • Anomaly Detection Using Ensembles

    Shoemaker, Larry (et al.)

    Pages 6-15

  • Learning to Rank with Nonlinear Monotonic Ensemble

    Spirin, Nikita (et al.)

    Pages 16-25

  • A Bayesian Approach for Combining Ensembles of GP Classifiers

    Stefano, C. (et al.)

    Pages 26-35

Buy this book

eBook $69.99
price for USA (gross)
  • ISBN 978-3-642-21557-5
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.00
price for USA
  • ISBN 978-3-642-21556-8
  • 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
10th International Workshop, MCS 2011, Naples, Italy, June 15-17, 2011. Proceedings
Editors
  • Carlo Sansone
  • Josef Kittler
  • Fabio Roli
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
6713
Copyright
2011
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag GmbH Berlin Heidelberg
eBook ISBN
978-3-642-21557-5
DOI
10.1007/978-3-642-21557-5
Softcover ISBN
978-3-642-21556-8
Edition Number
1
Number of Pages
XII, 372
Number of Illustrations and Tables
36 b/w illustrations, 48 illustrations in colour
Topics