Case-base maintenance using soft computing techniques

Yan Li, Chi Keung Simon Shiu, Sankar Kumar Pal, James Nga Kwok Liu

Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

1 Citation (Scopus)

Abstract

The present paper provides first the concept and different tasks of case-base maintenance. Then the use of some soft computing techniques, including fuzzy sets, rough sets and fuzzy integral, is described in maintaining the case base completeness. From the experimental results, these techniques are shown to be very effective in the modeling and extraction of the domain knowledge in the case base.
Original languageEnglish
Title of host publicationInternational Conference on Machine Learning and Cybernetics
Pages1768-1773
Number of pages6
Volume3
Publication statusPublished - 1 Dec 2003
Event2003 International Conference on Machine Learning and Cybernetics - Xi'an, China
Duration: 2 Nov 20035 Nov 2003

Conference

Conference2003 International Conference on Machine Learning and Cybernetics
Country/TerritoryChina
CityXi'an
Period2/11/035/11/03

Keywords

  • Case-base Maintenance
  • Case-based Reasoning
  • Fuzzy Integral
  • Fuzzy Set
  • Rough Set
  • Soft Computing

ASJC Scopus subject areas

  • Artificial Intelligence

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