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RIDAS - A rough set based intelligent data analysis system

  • Guo Yin Wang*
  • , Zheng Zheng
  • , Yi Zhang
  • *Corresponding author for this work
  • Chongqing University of Posts and Telecommunications

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

This paper presents the RIDAS system, a toolkit for pattern recognition and data mining within the framework of rough set theory. The system comprises both a general C++ class library as well as a GUI interface running under Windows 9X/NT/2000/XP, and has been constructed using well-proven object-oriented design patterns with maintainability, extensibility and flexibility and ease of use as principal design parameters. We also compare it with other rough set based intelligent data analysis systems and give two examples to show how it works.

Original languageEnglish
Title of host publication2002 International Conference on Machine Learning and Cybernetics, ICMLC 2002
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages646-649
Number of pages4
ISBN (Print)0780375084, 9780780375086
StatePublished - 2002
Externally publishedYes
Event2002 International Conference on Machine Learning and Cybernetics, ICMLC 2002 - Beijing, China
Duration: 4 Nov 20025 Nov 2002

Publication series

NameProceedings of 2002 International Conference on Machine Learning and Cybernetics
Volume2

Conference

Conference2002 International Conference on Machine Learning and Cybernetics, ICMLC 2002
Country/TerritoryChina
CityBeijing
Period4/11/025/11/02

Keywords

  • Artificial intelligence
  • Intelligent data analysis
  • Rough set

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