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  • Conference proceedings
  • © 2003

Multiple Classifier Systems

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

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 2709)

Conference series link(s): MCS: International Workshop on Multiple Classifier Systems

Conference proceedings info: MCS 2003.

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Table of contents (40 papers)

  1. Front Matter

    Pages I-X
  2. Invited Paper

    1. Data Dependence in Combining Classifiers

      • Mohamed S. Kamel, Nayer M. Wanas
      Pages 1-14
  3. Boosting

    1. Boosting with Averaged Weight Vectors

      • Nikunj C. Oza
      Pages 15-24
    2. The Beneficial Effects of Using Multi-net Systems That Focus on Hard Patterns

      • J. Arenas-García, A. R. Figueiras-Vidal, A. J. C. Sharkey
      Pages 45-54
  4. Multi-class Methods

    1. Serial Multiple Classifier Systems Exploiting a Coarse to Fine Output Coding

      • Josef Kittler, Ali Ahmadyfard, David Windridge
      Pages 106-114
    2. Multi-category Classification by Soft-Max Combination of Binary Classifiers

      • Kaibo Duan, S. Sathiya Keerthi, Wei Chu, Shirish Krishnaj Shevade, Aun Neow Poo
      Pages 125-134
  5. Fusion Schemes Architectures

    1. Good Error Correcting Output Codes for Adaptive Multiclass Learning

      • Elizabeth Tapia, José Carlos González, Javier García-Villalba
      Pages 156-165
    2. An Ensemble Approach for Data Fusion with Learn++

      • Michael Lewitt, Robi Polikar
      Pages 176-185

Other Volumes

  1. Multiple Classifier Systems

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

Editors and Affiliations

  • Centre for Vision, Speech and Signal Processing, University of Surrey, Guildford, Surrey, UK

    Terry Windeatt

  • Dept. of Electrical and Electronic Engineering, University of Cagliari, Cagliari, Italy

    Fabio Roli

Bibliographic Information

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access