Title :
RIDAS - a rough set based intelligent data analysis system
Author :
Wang, Guo-Yin ; Zheng, Zheng ; Zhang, Yi
Author_Institution :
Inst. of Comput. Sci. & Technol., Chongqing Univ. of Posts & Telecommun., China
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.
Keywords :
C++ language; data analysis; data mining; graphical user interfaces; object-oriented methods; pattern recognition; rough set theory; C++ class library; GUI interface; RIDAS; Windows 9X/NT/2000/XP; data mining; extensibility; flexibility; knowledge discovery tasks; maintainability; object-oriented design patterns; pattern recognition; rough set based intelligent data analysis system; Artificial intelligence; Computer science; Data analysis; Data mining; Graphical user interfaces; Intelligent systems; Kernel; Set theory; Software algorithms; Software libraries;
Conference_Titel :
Machine Learning and Cybernetics, 2002. Proceedings. 2002 International Conference on
Print_ISBN :
0-7803-7508-4
DOI :
10.1109/ICMLC.2002.1174415
