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  • Conference proceedings
  • © 2002

Multiple Classifier Systems

Third International Workshop, MCS 2002, Cagliari, Italy, June 24-26, 2002. Proceedings

Editors:

  1. Fabio Roli

    1. Dept. of Electrical and Electronical Engineering, University of Cagliari, Cagliari, Italy

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  2. Josef Kittler

    1. Centre for Vision, Speech and Signal Processing, University of Surrey, Guilford, UK

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 2364)

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

Conference proceedings info: MCS 2002.

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Table of contents (32 papers)

  1. Front Matter

    Pages I-XI
    PDF

  3. Bagging and Boosting

    1. Boosted Tree Ensembles for Solving Multiclass Problems

      • Terry Windeatt, Gholamreza Ardeshir
      Pages 42-51

    2. Distributed Pasting of Small Votes

      • N. V. Chawla, L. O. Hall, K. W. Bowyer, T. E. Moore Jr., W. P. Kegelmeyer
      Pages 52-61

    3. Bagging and Boosting for the Nearest Mean Classifier: Effects of Sample Size on Diversity and Accuracy

      • Marina Skurichina, Liudmila I. Kuncheva, Robert P. W. Duin
      Pages 62-71

    4. Highlighting Hard Patterns via AdaBoost Weights Evolution

      • Bruno Caprile, Cesare Furlanello, Stefano Merler
      Pages 72-80

    5. Using Diversity with Three Variants of Boosting: Aggressive, Conservative, and Inverse

      • Ludmila I. Kuncheva, Christopher J. Whitaker
      Pages 81-90

  4. Ensemble Learning and Neural Networks

    1. Multistage Neural Network Ensembles

      • Shuang Yang, Antony Browne, Philip D. Picton
      Pages 91-97

    2. Forward and Backward Selection in Regression Hybrid Network

      • Shimon Cohen, Nathan Intrator
      Pages 98-107

    3. Types of Multinet System

      • Amanda J. C. Sharkey
      Pages 108-117

  5. Design Methodologies

    2. A Discussion on the Classifier Projection Space for Classifier Combining

      • Elżbieta PÄ™kalska, Robert P. W. Duin, Marina Skurichina
      Pages 137-148

    4. Post-processing of Classifier Outputs in Multiple Classifier Systems

      • Hakan Altinçay, Mübeccel Demirekler
      Pages 159-168

  6. Combination Strategies

    1. Trainable Multiple Classifier Schemes for Handwritten Character Recognition

      • K. Sirlantzis, S. Hoque, M. C. Fairhurst
      Pages 169-178

    3. Adaptive Feature Spaces for Land Cover Classification with Limited Ground Truth Data

      • Joseph T. Morgan, Alex Henneguelle, Melba M. Crawford, Joydeep Ghosh, Amy Neuenschwander
      Pages 189-200
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Editors and Affiliations

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

    Fabio Roli

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

    Josef Kittler

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Access via your institution

Buy it now

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

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