Image Processing, Computer Vision, Pattern Recognition, and Graphics

Multiple Classifier Systems

11th International Workshop, MCS 2013, Nanjing, China, May 15-17, 2013. Proceedings

Editors: Zhou, Zhi-Hua, Roli, Fabio, Kittler, Josef (Eds.)

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About this book

This book constitutes the refereed proceedings of the 11th International Workshop on Multiple Classifier Systems, MCS 2013, held in Nanjing, China, in May 2013. The 34 revised papers presented together with two invited papers were carefully reviewed and selected from 59 submissions. The papers address issues in multiple classifier systems and ensemble methods, including pattern recognition, machine learning, neural network, data mining and statistics.

Table of contents (34 chapters)

  • Improving Simple Collaborative Filtering Models Using Ensemble Methods

    Bar, Ariel (et al.)

    Pages 1-12

  • Combining Instance Information to Classify Bags

    Cheplygina, Veronika (et al.)

    Pages 13-24

  • Similarity Weighted Ensembles for Relocating Models of Rare Events

    D’Este, Claire (et al.)

    Pages 25-36

  • Diversity in Classifier Ensembles: Fertile Concept or Dead End?

    Didaci, Luca (et al.)

    Pages 37-48

  • Gender Classification Using Mixture of Experts from Low Resolution Facial Images

    El-Din, Yomna Safaa (et al.)

    Pages 49-60

Buy this book

eBook $69.99
price for USA (gross)
  • ISBN 978-3-642-38067-9
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $95.00
price for USA
  • ISBN 978-3-642-38066-2
  • 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
11th International Workshop, MCS 2013, Nanjing, China, May 15-17, 2013. Proceedings
Editors
  • Zhi-Hua Zhou
  • Fabio Roli
  • Josef Kittler
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
7872
Copyright
2013
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-38067-9
DOI
10.1007/978-3-642-38067-9
Softcover ISBN
978-3-642-38066-2
Edition Number
1
Number of Pages
XI, 400
Number of Illustrations and Tables
106 b/w illustrations
Topics