Knowledge acquisition based on rough set theory and principal component analysis

IEEE Intelligent Systems

Volumn 21, Issue 2, 2006, Pages 78-85

  Zeng, An ^a,d   Pan, Dan ^b,d,e   Zheng, Qi Lun ^c,f   Peng, Hong ^c,g  

^a GUANGDONG UNIVERSITY OF TECHNOLOGY   (China)

^b Guangdong Mobile Communication Co Ltd   (China)

^c SOUTH CHINA UNIVERSITY OF TECHNOLOGY   (China)

^d IEEE   (China)

^e Guangdong Mobile Communication Co Ltd   (China)

^f China Computer Society   (China)

^g China Computer Society ^*  (China)

Author keywords

[No Author keywords available]

Indexed keywords

CORRELATION MATRIX; KNOWLEDGE ACQUISITION;

ALGORITHMS; COMPETITIVE INTELLIGENCE; CORRELATION METHODS; DATA ACQUISITION; INTEGRATION; PRINCIPAL COMPONENT ANALYSIS; STANDARDIZATION; STATE SPACE METHODS;

SET THEORY;

EID: 33645689182     PISSN: 15411672     EISSN: None     Source Type: Journal    
DOI: 10.1109/MIS.2006.32     Document Type: Review

References (10)

1. E. Turban, Expert Systems and Applied Artificial Intelligence, MacMillan, 1992.
2. Z. Pawlak, "Rough Sets," Int'l J. Information and Computer Sciences, vol. 11, 1982, pp. 341-356.
3. J.W. Grzymala-Busse, "Knowledge Acquisition under Uncertainty - A Rough Set Approach," J. Intelligent and Robotic Systems, vol. 1, no. 1, 1988, pp. 3-16.
4. D. Pan et al., "A Novel Self-Optimizing Approach for Knowledge Acquisition," IEEE Trans. Systems, Man, and Cybernetics, Part A, vol. 32, no. 4, 2002, pp. 505-514.
5. A. Ohrn, "Discernibility and Rough Sets in Medicine: Tools and Applications," doctoral thesis, Dept. of Computer and Information Science, Norwegian Univ. of Science and Technology, 1999.
6. S. Tsumoto, "Automated Extraction of Hierarchical Decision Rules from Clinical Data-bases Using Rough Set Model," Expert Systems with Applications, vol. 24, no. 2, 2003, pp. 189-197.
7. T.W. Anderson, An Introduction to Multivariate Statistical Analysis, John Wiley & Sons, 1958.
8. G. Y. Wang, H. Yu, and D.C. Yang, "Decision Table Reduction Based on Information Entropy," Chinese J. Computers, vol. 25, no. 7, 2002, pp. 759-766 (in Chinese).
9. J. Wang and J. Wang, "Reduction Algorithms Based on Discernibility Matrix: The Ordered Attributes Method," J. Computer Science and Technology, vol. 16, no. 6, 2001, pp. 489-504.
10. B. Mak and T. Munakata, "Rule Extraction from Expert Heuristics: A Comparative Study of Rough Sets with Neural Networks and ID3," European J. Operational Research, vol. 136, no. 1, 2002, pp. 212-229.