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Data Mining and Computational Intelligence

  • Abraham Kandel
  • Mark Last
  • Horst Bunke

Part of the Studies in Fuzziness and Soft Computing book series (STUDFUZZ, volume 68)

Table of contents

  1. Front Matter
    Pages I-XII
  2. A. Klose, A. Nürnberger, D. Nauck, R. Kruse
    Pages 1-35
  3. Witold Pedrycz
    Pages 37-61
  4. Janusz Kacprzyk, Slawomir Zadrożny
    Pages 115-139
  5. Sadok Ben Yahia, Ali Jaoua
    Pages 167-190
  6. Bill C. H. Chang, Saman K. Halgamuge
    Pages 191-216
  7. D. Alahakoon, S. K. Halgamuge, B. Srinivasan
    Pages 217-250
  8. E. Shnaider, M. Schneider
    Pages 251-272
  9. Hung T. Nguyen, Nadipuram R. Prasad, Vladik Kreinovich, Habib Gassoumi
    Pages 273-307
  10. Stephen Gibson, Vladik Kreinovich, Luc Longpre, Brian Penn, Scott A. Starks
    Pages 309-336

About this book

Introduction

The volume offers a comprehensive coverage of the recent advances in the application of soft computing and fuzzy logic theory to data mining and knowledge discovery databases. It focuses on some of the hardest, and yet unsolved, issues of data mining like understandability of patterns, finding complex relationships between attributes, handling missing and noisy data, mining very large datasets, change detection in time series, and integration of the discovery process with database management systems.

Keywords

computational intelligence data mining database database management fuzzy fuzzy logic intelligence knowledge knowledge discovery knowledge discovery in databases learning linguistics machine learning modeling service-oriented computing

Editors and affiliations

  • Abraham Kandel
    • 1
  • Mark Last
    • 2
  • Horst Bunke
    • 3
  1. 1.Computer Science and EngineeringUniversity of South FloridaTampaUSA
  2. 2.Information Systems EngineeringBen-Gurion University of the NegevBeer-ShevaIsrael
  3. 3.Department of Computer ScienceUniversity of BernBernSwitzerland

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-7908-1825-3
  • Copyright Information Physica-Verlag Heidelberg 2001
  • Publisher Name Physica, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-7908-2484-1
  • Online ISBN 978-3-7908-1825-3
  • Series Print ISSN 1434-9922
  • Series Online ISSN 1860-0808
  • Buy this book on publisher's site
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