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  • Conference proceedings
  • © 2002

Multiple Classifier Systems

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

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. Combination Strategies

    1. Stacking with Multi-response Model Trees

      • SaÅ¡o Džeroski, Bernard Ženko
      Pages 201-211
    2. On Combining One-Class Classifiers for Image Database Retrieval

      • Carmen Lai, David M. J. Tax, Robert P. W. Duin, Elżbieta PÄ™kalska, Pavel Paclík
      Pages 212-221
  2. Analysis and Performance Evaluation

    1. Bias—Variance Analysis and Ensembles of SVM

      • Giorgio Valentini, Thomas G. Dietterich
      Pages 222-231
    2. An Experimental Comparison of Fixed and Trained Fusion Rules for Crisp Classifier Outputs

      • Fabio Roli, Å arÅ«nas Raudys, Gian Luca Marcialis
      Pages 232-241
    3. Reduction of the Boasting Bias of Linear Experts

      • ArÅ«nas JaneliÅ«nas, Å arÅ«nas Raudys
      Pages 242-251
  3. Applications

    1. Boosting and Classification of Electronic Nose Data

      • Francesco Masulli, Matteo Pardo, Giorgio Sberveglieri, Giorgio Valentini
      Pages 262-271
    2. Content-Based Classification of Digital Photos

      • R. Schettini, C. Brambilla, C. Cusano
      Pages 272-281
    3. Classifier Combination for In Vivo Magnetic Resonance Spectra of Brain Tumours

      • Julià Minguillón, Anne Rosemary Tate, Carles Arús, John R. Griffiths
      Pages 282-292
    4. Combining Classifiers of Pesticides Toxicity through a Neuro-fuzzy Approach

      • Emilio Benfenati, Paolo Mazzatorta, Daniel Neagu, Giuseppina Gini
      Pages 293-303
    5. A Multi-expert System for Movie Segmentation

      • L. P. Cordelia, M. De Santo, G. Percannella, C. Sansone, M. Vento
      Pages 304-313
    6. Decision Level Fusion of Intramodal Personal Identity Verification Experts

      • J. Kittler, M. Ballette, J. Czyz, F. Roli, L. Vandendorpe
      Pages 314-324
    7. An Experimental Comparison of Classifier Fusion Rules for Multimodal Personal Identity Verification Systems

      • Fabio Roli, Josef Kittler, Giorgio Fumera, Daniele Muntoni
      Pages 325-335
  4. Back Matter

    Pages 337-337

Other Volumes

  1. Multiple Classifier Systems

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

Buy it now

Buying options

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