Multiple Classifier Systems

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

  • Fabio Roli
  • Josef Kittler
Conference proceedings MCS 2002
Part of the Lecture Notes in Computer Science book series (LNCS, volume 2364)

Table of contents

  1. Front Matter
    Pages I-XI
  2. Invited Papers

  3. Bagging and Boosting

    1. Terry Windeatt, Gholamreza Ardeshir
      Pages 42-51
    2. N. V. Chawla, L. O. Hall, K. W. Bowyer, T. E. Moore Jr., W. P. Kegelmeyer
      Pages 52-61
    3. Marina Skurichina, Liudmila I. Kuncheva, Robert P. W. Duin
      Pages 62-71
    4. Bruno Caprile, Cesare Furlanello, Stefano Merler
      Pages 72-80
    5. Ludmila I. Kuncheva, Christopher J. Whitaker
      Pages 81-90
  4. Ensemble Learning and Neural Networks

    1. Shuang Yang, Antony Browne, Philip D. Picton
      Pages 91-97
    2. Shimon Cohen, Nathan Intrator
      Pages 98-107
    3. Amanda J. C. Sharkey
      Pages 108-117
  5. Design Methodologies

    1. Elżbieta Pękalska, Robert P. W. Duin, Marina Skurichina
      Pages 137-148
    2. Hakan Altinçay, Mübeccel Demirekler
      Pages 159-168
  6. Combination Strategies

    1. K. Sirlantzis, S. Hoque, M. C. Fairhurst
      Pages 169-178
    2. Joseph T. Morgan, Alex Henneguelle, Melba M. Crawford, Joydeep Ghosh, Amy Neuenschwander
      Pages 189-200

About these proceedings

Keywords

Bagging Boosting Multiple classifier systems Performance algorithmic learning classification classifier systems document analysis document analysiss image analysis learning neural networks pattern recognition remote sensing time series analysis

Editors and affiliations

  • Fabio Roli
    • 1
  • Josef Kittler
    • 2
  1. 1.Dept. of Electrical and Electronical EngineeringUniversity of CagliariCagliariItaly
  2. 2.Centre for Vision, Speech and Signal ProcessingUniversity of SurreyGuilfordUK

Bibliographic information

  • DOI https://doi.org/10.1007/3-540-45428-4
  • Copyright Information Springer-Verlag Berlin Heidelberg 2002
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-540-43818-2
  • Online ISBN 978-3-540-45428-1
  • Series Print ISSN 0302-9743