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  • Conference proceedings
  • © 2004

Machine Learning: ECML 2004

15th European Conference on Machine Learning, Pisa, Italy, September 20-24, 2004, Proceedings

Editors:

  1. Jean-François Boulicaut

    1. INSA-Lyon, LIRIS CNRS UMR5205, Villeurbanne, France

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  2. Floriana Esposito

    1. Dipartimento di Informatica, Università degli Studi di Bari,  

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  3. Fosca Giannotti

    1. Pisa KDD Laboratory, ISTI - CNR, Area della Ricerca di Pisa, Pisa, Italy

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  4. Dino Pedreschi

    1. Dipartimento di Informatica, Pisa, Italy

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 3201)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Conference series link(s): ECML: European Conference on Machine Learning

Conference proceedings info: ECML 2004.

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Table of contents (56 papers)

  1. Front Matter

    PDF

  2. Invited Papers

    1. Random Matrices in Data Analysis

      • Dimitris Achlioptas
      Pages 1-7

    2. Data Privacy

      • Rakesh Agrawal
      Pages 8-8

  3. Contributed Papers

    1. Filtered Reinforcement Learning

      • Douglas Aberdeen
      Pages 27-38

    2. Applying Support Vector Machines to Imbalanced Datasets

      • Rehan Akbani, Stephen Kwek, Nathalie Japkowicz
      Pages 39-50

    4. A Boosting Approach to Multiple Instance Learning

      • Peter Auer, Ronald Ortner
      Pages 63-74

    6. Learning from Message Pairs for Automatic Email Answering

      • Steffen Bickel, Tobias Scheffer
      Pages 87-98

    7. Concept Formation in Expressive Description Logics

      • Nicola Fanizzi, Luigi Iannone, Ignazio Palmisano, Giovanni Semeraro
      Pages 99-110

    8. Multi-level Boundary Classification for Information Extraction

      • Aidan Finn, Nicholas Kushmerick
      Pages 111-122

    9. An Analysis of Stopping and Filtering Criteria for Rule Learning

      • Johannes Fürnkranz, Peter Flach
      Pages 123-133

    10. Adaptive Online Time Allocation to Search Algorithms

      • Matteo Gagliolo, Viktor Zhumatiy, Jürgen Schmidhuber
      Pages 134-143

    13. Analyzing Multi-agent Reinforcement Learning Using Evolutionary Dynamics

      • Pieter Jan’t Hoen, Karl Tuyls
      Pages 168-179
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Keywords

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Editors and Affiliations

  • INSA-Lyon, LIRIS CNRS UMR5205, Villeurbanne, France

    Jean-François Boulicaut

  • Dipartimento di Informatica, Università degli Studi di Bari,  

    Floriana Esposito

  • Pisa KDD Laboratory, ISTI - CNR, Area della Ricerca di Pisa, Pisa, Italy

    Fosca Giannotti

  • Dipartimento di Informatica, Pisa, Italy

    Dino Pedreschi

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Bibliographic Information

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Buy it now

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

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