Mining multi-level associations with fuzzy hierarchies

IEEE International Conference on Fuzzy Systems

Volumn , Issue , 2005, Pages 785-790

  Angryk, Rafal A ^a   Petry, Frederick E ^b  

^a Montana State University   (United States)

^b TULANE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ABSTRACTING; DATA MINING; DATA STORAGE EQUIPMENT; HIERARCHICAL SYSTEMS; INVENTORY CONTROL; MATHEMATICAL MODELS;

ASSOCIATION RULES; FUZZY HIERARCHICAL INDUCTION; FUZZY HIERARCHIES;

FUZZY CONTROL;

EID: 23944465738     PISSN: 10987584     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. J. Han, M. Kamber, Data Mining: Concepts and Techniques, Morgan Kaufmann, New York, NY, 2000.
2. J. Han, Y. Cai, and N. Cercone, "Knowledge discovery in databases: An attribute oriented approach", Proc. 18th Int. Conf. Very Large Data Bases, Vancouver, Canada, 1992, pp. 547-559.
3. J. Han, "Towards Efficient Induction Mechanisms in Database Systems", Theoretical Computing Science, 133, 1994, pp. 361-385.
4. J. Han, Y. Fu, "Discovery of Multiple-Level Association Rules fom Large Databases", IEEE Trans. on KD E, 11(5), 1999, pp. 798-804.
5. C.L. Carter, H.J. Hamilton, "Efficient Attribute-Oriented Generalization for Knowledge Discovery from Large Databases", IEEE Trans. on KDE, 10(2), 1998, pp. 193-208.
6. R.J. Hilderman, H.J. Hamilton, and N. Cercone, "Data mining in large databases using domain generalization graphs", Journal of Intelligent Information Systems, 13(3), 1999, pp. 195-234.
7. C.-C. Hsu, "Extending attribute-oriented induction algorithm for major values and numeric values", Expert Systems with Applications, 27, 2004, pp. 187-202.
8. D.H. Lee, M.H. Kim, "Database summarization using fuzzy ISA hierarchies", IEEE Trans. on SMC- part B, 27(1), 1997, pp. 68-78.
9. K.-M. Lee, "Mining generalized fuzzy quantitative association rules with fuzzy generalization hierarchies", 20th NAFIPS Int'l Conf., Vancouver, Canada, 2001, pp. 2977-2982.
10. J. C. Cubero, J.M. Medina, O. Pons & M.A. Vila, "Data Summarization in Relational Databases through Fuzzy Dependencies", Information Sciences, 121(3-4), 1999, pp. 233-270.
11. G. Raschia, N. Mouaddib, "SAINTETIQ:a fuzzy set-based approach to database summarization", Fuzzy Sets and Systems, 129(2), 2002, pp. 137-162.
12. R. Angryk, F. Petry, "Consistent fuzzy concept hierarchies for attribute generalization," Proceeding of the IASTED Int. Conf. on Information and Knowledge Sharing, Scottsdale, AZ, USA, November 2003, pp. 158-163.
13. Toxics Release Inventory (TRI) is a publicly available EPA database hosted at: http://www.epa.gov/tri/tridata/tri01/index.htm