Knowledge Discovery in Databases: PKDD 2004

8th European Conference on Principles and Practice of Knowledge Discovery in Databases, Pisa, Italy, September 20-24, 2004. Proceedings

  • Jean-François Boulicaut
  • Floriana Esposito
  • Fosca Giannotti
  • Dino Pedreschi
Conference proceedings PKDD 2004

Part of the Lecture Notes in Computer Science book series (LNCS, volume 3202)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 3202)

Table of contents

  1. Front Matter
    PDF

  2. Invited Papers

    1. Random Matrices in Data Analysis
      Dimitris Achlioptas
      Pages 1-7
      PDF
    2. Data Privacy
      Rakesh Agrawal
      Pages 8-8
      PDF
    3. Breaking Through the Syntax Barrier: Searching with Entities and Relations
      Soumen Chakrabarti
      Pages 9-16
      PDF
    4. Real-World Learning with Markov Logic Networks
      Pedro Domingos
      Pages 17-17
      PDF
    5. Strength in Diversity: The Advance of Data Analysis
      David J. Hand
      Pages 18-26
      PDF

  3. Contributed Papers

    1. Mining Positive and Negative Association Rules: An Approach for Confined Rules
      Maria-Luiza Antonie, Osmar R. Zaïane
      Pages 27-38
      PDF
    2. An Experiment on Knowledge Discovery in Chemical Databases
      Sandra Berasaluce, Claude Laurenço, Amedeo Napoli, Gilles Niel
      Pages 39-51
      PDF
    3. Shape and Size Regularization in Expectation Maximization and Fuzzy Clustering
      Christian Borgelt, Rudolf Kruse
      Pages 52-62
      PDF
    4. Combining Multiple Clustering Systems
      Constantinos Boulis, Mari Ostendorf
      Pages 63-74
      PDF
    5. Reducing Data Stream Sliding Windows by Cyclic Tree-Like Histograms
      Francesco Buccafurri, Gianluca Lax
      Pages 75-86
      PDF
    6. A Framework for Data Mining Pattern Management
      Barbara Catania, Anna Maddalena, Maurizio Mazza, Elisa Bertino, Stefano Rizzi
      Pages 87-98
      PDF
    7. Spatial Associative Classification at Different Levels of Granularity: A Probabilistic Approach
      Michelangelo Ceci, Annalisa Appice, Donato Malerba
      Pages 99-111
      PDF
    8. AutoPart: Parameter-Free Graph Partitioning and Outlier Detection
      Deepayan Chakrabarti
      Pages 112-124
      PDF
    9. Properties and Benefits of Calibrated Classifiers
      Ira Cohen, Moises Goldszmidt
      Pages 125-136
      PDF
    10. A Tree-Based Approach to Clustering XML Documents by Structure
      Gianni Costa, Giuseppe Manco, Riccardo Ortale, Andrea Tagarelli
      Pages 137-148
      PDF
    11. Discovery of Regulatory Connections in Microarray Data
      Michael Egmont-Petersen, Wim de Jonge, Arno Siebes
      Pages 149-160
      PDF
    12. Learning from Little: Comparison of Classifiers Given Little Training
      George Forman, Ira Cohen
      Pages 161-172
      PDF
    13. Geometric and Combinatorial Tiles in 0–1 Data
      Aristides Gionis, Heikki Mannila, Jouni K. Seppänen
      Pages 173-184
      PDF
    14. Document Classification Through Interactive Supervision of Document and Term Labels
      Shantanu Godbole, Abhay Harpale, Sunita Sarawagi, Soumen Chakrabarti
      Pages 185-196
      PDF

Other volumes

  1. Machine Learning: ECML 2004
    15th European Conference on Machine Learning, Pisa, Italy, September 20-24, 2004. Proceedings
  2. Knowledge Discovery in Databases: PKDD 2004
    8th European Conference on Principles and Practice of Knowledge Discovery in Databases, Pisa, Italy, September 20-24, 2004. Proceedings

About these proceedings

Keywords

association rule mining bayesian learning clustering data analysis data mining database inductive inference knowledge discovery learning classifier systems pattern mining relational data mining text mining time series analysis

Editors and affiliations

  • Jean-François Boulicaut
    • 1
  • Floriana Esposito
    • 2
  • Fosca Giannotti
    • 3
  • Dino Pedreschi
    • 4
  1. 1.INSA-Lyon, LIRIS CNRS UMR5205VilleurbanneFrance
  2. 2.Dipartimento di InformaticaUniversità degli Studi di Bari 
  3. 3.Pisa KDD Laboratory, ISTI - CNR, Area della Ricerca di PisaPisaItaly
  4. 4.Dipartimento di InformaticaPisaItaly

Bibliographic information

  • DOI https://doi.org/10.1007/b100704
  • Copyright Information Springer-Verlag Berlin Heidelberg 2004
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-540-23108-0
  • Online ISBN 978-3-540-30116-5
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • About this book
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