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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
    3. Sašo Džeroski, Bernard Ženko
      Pages 201-211
    4. Carmen Lai, David M. J. Tax, Robert P. W. Duin, Elżbieta Pękalska, Pavel Paclík
      Pages 212-221
  7. Analysis and Performance Evaluation

    1. Giorgio Valentini, Thomas G. Dietterich
      Pages 222-231
    2. Fabio Roli, Šarūnas Raudys, Gian Luca Marcialis
      Pages 232-241
    3. Arūnas Janeliūnas, Šarūnas Raudys
      Pages 242-251
  8. Applications

    1. Francesco Masulli, Matteo Pardo, Giorgio Sberveglieri, Giorgio Valentini
      Pages 262-271
    2. R. Schettini, C. Brambilla, C. Cusano
      Pages 272-281
    3. Julià Minguillón, Anne Rosemary Tate, Carles Arús, John R. Griffiths
      Pages 282-292
    4. Emilio Benfenati, Paolo Mazzatorta, Daniel Neagu, Giuseppina Gini
      Pages 293-303
    5. L. P. Cordelia, M. De Santo, G. Percannella, C. Sansone, M. Vento
      Pages 304-313
    6. J. Kittler, M. Ballette, J. Czyz, F. Roli, L. Vandendorpe
      Pages 314-324
    7. Fabio Roli, Josef Kittler, Giorgio Fumera, Daniele Muntoni
      Pages 325-335
  9. Back Matter
    Pages 337-337

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
  • Buy this book on publisher's site
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