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Lecture Notes in Computer Science

Multiple Classifier Systems

4th International Workshop, MCS 2003, Guilford, UK, June 11-13, 2003, Proceedings

Editors: Windeatt, Terry, Roli, Fabio (Eds.)

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  • ISBN 978-3-540-44938-6
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About this book

 

This book constitutes the refereed proceedings of the 4th International Workshop on Multiple Classifier Systems, MCS 2003, held in Guildford, UK in June 2003.

The 40 revised full papers presented with one invited paper were carefully reviewed and selected for presentation. The papers are organized in topical sections on boosting, combination rules, multi-class methods, fusion schemes and architectures, neural network ensembles, ensemble strategies, and applications

Table of contents (40 chapters)

Table of contents (40 chapters)
  • Data Dependence in Combining Classifiers

    Pages 1-14

    Kamel, Mohamed S. (et al.)

  • Boosting with Averaged Weight Vectors

    Pages 15-24

    Oza, Nikunj C.

  • Error Bounds for Aggressive and Conservative AdaBoost

    Pages 25-34

    Kuncheva, Ludmila I.

  • An Empirical Comparison of Three Boosting Algorithms on Real Data Sets with Artificial Class Noise

    Pages 35-44

    McDonald, Ross A. (et al.)

  • The Beneficial Effects of Using Multi-net Systems That Focus on Hard Patterns

    Pages 45-54

    Arenas-García, J. (et al.)

Buy this book

eBook $89.00
price for USA (gross)
  • ISBN 978-3-540-44938-6
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $119.00
price for USA
  • ISBN 978-3-540-40369-2
  • 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
4th International Workshop, MCS 2003, Guilford, UK, June 11-13, 2003, Proceedings
Editors
  • Terry Windeatt
  • Fabio Roli
Series Title
Lecture Notes in Computer Science
Series Volume
2709
Copyright
2003
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-44938-6
DOI
10.1007/3-540-44938-8
Softcover ISBN
978-3-540-40369-2
Series ISSN
0302-9743
Edition Number
1
Number of Pages
X, 414
Topics