Skip to main content
SpringerLink
Log in
Book cover

Multiple Classifier Systems

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

  • Conference proceedings
  • © 2002

Overview

Editors:
  1. Fabio Roli

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

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Josef Kittler

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

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

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

Included in the following conference series:

Conference proceedings info: MCS 2002.

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
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

Licence this eBook for your library

Institutional subscriptions

Table of contents (32 papers)

  1. Front Matter

    Pages I-XI
    Download chapter 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

    4. Discriminant Analysis and Factorial Multiple Splits in Recursive Partitioning for Data Mining

      • Francesco Mola, Roberta Siciliano
      Pages 118-126

  5. Design Methodologies

    1. New Measure of Classifier Dependency in Multiple Classifier Systems

      • Dymitr Ruta, Bogdan Gabrys
      Pages 127-136

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

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

    3. On the General Application of the Tomographic Classifier Fusion Methodology

      • D. Windridge, J. Kittler
      Pages 149-158

    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

    2. Generating Classifier Ensembles from Multiple Prototypes and Its Application to Handwriting Recognition

      • Simon Günter, Horst Bunke
      Pages 179-188

    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
Back to top

Other volumes

  1. Multiple Classifier Systems

Keywords

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

Bibliographic Information

Publish with us

Policies and ethics

Back to top

Search

Navigation