Multiple Classifier Systems

9th International Workshop, MCS 2010, Cairo, Egypt, April 7-9, 2010. Proceedings

  • Neamat El Gayar
  • Josef Kittler
  • Fabio Roli
Conference proceedings MCS 2010
Part of the Lecture Notes in Computer Science book series (LNCS, volume 5997)

Table of contents

  1. Front Matter
  2. Classifier Ensembles(I)

    1. Santi Seguí, Laura Igual, Jordi Vitrià
      Pages 1-10
    2. Muhammad Atif Tahir, Josef Kittler, Krystian Mikolajczyk, Fei Yan
      Pages 11-21
    3. Gregory Ditzler, Michael D. Muhlbaier, Robi Polikar
      Pages 33-42
    4. Ludmila I. Kuncheva, Catrin O. Plumpton
      Pages 54-63
  3. Classifier Ensembles(II)

    1. Juan J. Rodríguez, César García-Osorio, Jesús Maudes, José Francisco Díez-Pastor
      Pages 64-73
    2. Battista Biggio, Giorgio Fumera, Fabio Roli
      Pages 74-83
    3. Francesco Gargiulo, Carlo Sansone
      Pages 84-93
    4. Giulia Troglio, Marina Alberti, Jón Atli Benediksson, Gabriele Moser, Sebastiano Bruno Serpico, Einar Stefánsson
      Pages 94-103
    5. Víctor Soto, Gonzalo Martínez-Muñoz, Daniel Hernández-Lobato, Alberto Suárez
      Pages 104-113
  4. Classifier Diversity

    1. Gavin Brown, Ludmila I. Kuncheva
      Pages 124-133
    2. Zhi-Hua Zhou, Nan Li
      Pages 134-144
  5. Classifier Selection

    1. Paulo R. Cavalin, Robert Sabourin, Ching Y. Suen
      Pages 145-154
    2. Wan-Jui Lee, Robert P. W. Duin, Horst Bunke
      Pages 155-164
  6. Combining Multiple Kernels

    1. Alexander Tatarchuk, Eugene Urlov, Vadim Mottl, David Windridge
      Pages 165-174
    2. Fei Yan, Krystian Mikolajczyk, Josef Kittler, Muhammad Atif Tahir
      Pages 175-184
  7. Boosting and Bootstrapping

About these proceedings

Keywords

Boosting Clustering Hidden Markov Model Markov Model algorithms ants bootstrap aggregating classification

Editors and affiliations

  • Neamat El Gayar
    • 1
  • Josef Kittler
    • 2
  • Fabio Roli
    • 3
  1. 1.Center for Informatics ScienceNile UniversityGizaEgypt
  2. 2.Centre for Vision, Speech and Signal ProcessingUniversity of SurreyGuildfordUK
  3. 3.Department of Electrical and Electronic EngineeringUniversity of CagliariCagliariItaly

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-12127-2
  • Copyright Information Springer-Verlag Berlin Heidelberg 2010
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-12126-5
  • Online ISBN 978-3-642-12127-2
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349