Data mining and computational intelligence

Horst Bunke (Editor), Abraham Kandel (Editor), Mark Last (Editor)

Research output: Book/ReportBookpeer-review


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.
Original languageEnglish
Place of PublicationHeidelberg ; New York
PublisherPhysica Heidelberg
Number of pages356
ISBN (Electronic)9783790818253
ISBN (Print)9783790813715, 9783790824841
StatePublished - Mar 2001

Publication series

NameStudies in fuzziness and soft computing
Volumevol. 68


  • 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


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