In pursuit of interesting patterns with undirected discovery of exception rules

Research output: Chapter in Book/Report/Conference proceedingChapter

7 Citations (Scopus)

Abstract

This paper reports our progress on interesting pattern discovery in the discovery science project. We first introduce undirected discovery of exception rules, in which a pattern represents a pair of an exception rule and its corresponding strong rule. Then, we explain scheduled discovery, exception rule discovery guided by a meta-pattern, and data mining contests as our contribution to the project. These can be classified as pattern search, pattern representation, and scheme justification from the viewpoint of research topics in interesting pattern discovery.

Original languageEnglish
Title of host publicationProgress in Discovery Science
PublisherSpringer Verlag
Pages504-517
Number of pages14
ISBN (Print)3540433384, 9783540433385
DOIs
Publication statusPublished - 2002
Externally publishedYes

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume2281
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

All Science Journal Classification (ASJC) codes

  • Theoretical Computer Science
  • Computer Science(all)

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  • Cite this

    Suzuki, E. (2002). In pursuit of interesting patterns with undirected discovery of exception rules. In Progress in Discovery Science (pp. 504-517). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 2281). Springer Verlag. https://doi.org/10.1007/3-540-45884-0_38