Data types generalization for data mining algorithms

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics

Volumn 3, Issue , 1999, Pages

  Jiang, Mon Fong ^a   Tseng, Shian Shyong ^a   Liao, Shan Yi ^a  

^a NATIONAL CHIAO TUNG UNIVERSITY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

DATA TYPES FITTABILITY; DATA TYPES GENERALIZATION; TRANSFORMING PHASES;

CLASSIFICATION (OF INFORMATION); DATA DESCRIPTION; DATA MINING; DATA REDUCTION; DATABASE SYSTEMS; MERGING;

ALGORITHMS;

EID: 0033345923     PISSN: 08843627     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (16)

1. R. Agrawal and J. C. Shafer, "Parallel mining of association rules," IEEE Tran. Knowledge and Data Engineering, Vol. 8, No. 6, pp. 962-969, Dec, 1996.
2. R. Agrawal, T. Imielinski, and A. Swami, "Database mining: a performance perspective," IEEE Tran. Knowledge and Data Engineering, Vol. 5, No. 6, pp. 914-925, Dec, 1993.
3. C. Apte, S. Weiss. Data mining with decision trees and decision rules Future Generation Computer Systems, Vol. 13, pp. 197-210, 1997.
4. M. S. Chen, J. Han and P. S. Yu, Data Mining: An Overview from Database Perspective," In IEEE Trans, on Knowledge and Data Engineering, Vol. 8, No. 6, pp. 866-883, Dec, 1996.
5. D. W. Cheung, A. W.-C. Fu, and J. Han, "Knowledge discovery in databases: A rule-based attribute-oriented approach," Proc 1994 Int'l Symp. On Methodologies for Intelligent Systems, pp. 164-173, Charlotte, North Carolina, Oct., 1994.
6. D. W. Cheung, V. T. Ng, A. W. Fu, and Y. Fu, "Efficient mining of association rules in distributed databases," IEEE Tran. Knowledge and Data Engineering, Vol. 8, No. 6, pp. 911-922, Dec, 1996.
7. U. Fayyad, and P. Stolorz, "Data mining and KDD: Promise and challenges," Future Generation Computer Systems Vol. 13, pp. 99-115, 1997.
8. th Int. Conf. on Information and Knowledge Management, pp. 19-24, Baltimore. Maryland, Nov., 1995
9. J. Han, "Data mining techniques," ACM-SIGMOD'96 Conference Tutorial, June, 1996.
10. J. Han, Y. Cai, and N. Cercone, "Data-driven discovery of quantitative rules in relational database," IEEE Tran. Knowledge and Data Engineering, Vol. 5, No. 1, pp. 29-40, Feb., 1993.
11. J. Han and Y. Fu, "Dynamic generation and refinement of concept hierarchies for knowledge discovery in databases," Proc. AAAI'94 Workshop on knowledge Discovery in Databases (KDD'94), pp. 157-168, Seattle, Wa, July 1994.
12. T. B. Ho, "Discovering and using knowledge from unsupervised data," Japan Advanced Institute of Science and Technology, Tatsunokuchi, Ishikawa, 923-12, Japan.
13. G. J. Hwang and S. S. Tseng, "EMCUD: A knowledge acquisition method which captures embedded meanings under uncertainty," International Journal of Man Machine Studies, Vol. 33, pp. 431-451, 1990.
14. G. J. Hwang, "Knowledge elicitation and integration from multiple experts," Journal of Information Science and Engineering, vol. 10, no. 1, pp. 99-109, March, 1994.
15. A. K. Jain and R. C. Dubes, Algorithms for clustering data, Prentice-Hall Inc., pp. 58-89, 1988.
16. J. P. Yoon and L. Kerschberg, "A framework for knowledge discovery and evolution in databases," IEEE Tran. Knowledge and Data Engineering, Vol. 5, No.6, pp. 973-979, Dec, 1993.