A new version of Bayesian rough set based on Bayesian confirmation measures

2007 International Conference on Convergence Information Technology, ICCIT 2007

Volumn , Issue , 2007, Pages 284-289

  Abbas, Ayad R ^a   Juan, Liu ^a   Mahdi, Safaa O ^b  

^a WUHAN UNIVERSITY   (China)

^b HARBIN INSTITUTE OF TECHNOLOGY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN NETWORKS; FUZZY SETS; INFORMATION TECHNOLOGY; PHILOSOPHICAL ASPECTS; ROUGH SET THEORY; SET THEORY; TECHNOLOGY;

BAYESIAN CONFIRMATION; BAYESIAN ROUGH SET; DECISION CLASSES; INTERNATIONAL CONFERENCES; ROUGH SETS;

STATISTICAL TESTS;

EID: 49049108874     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCIT.2007.4420274     Document Type: Conference Paper

References (11)

1. Z. Pawlak, "Rough Sets," International Journal of Computer and Information Science. vol. 11 (5), pp. 341-356, 1982.
2. W. Ziarko, "Variable Precision Rough Sets Model," Journal of Computer and Systems Sciences. vol. 46, no. 1, pp. 39-59, 1993.
3. D. Ślezak, W. Ziarko, "Bayesian Rough Set Model," In: Proc. of the International Workshop on Foundation of Data Mining and Discovery (FDM'2002), pp. 131-135, December 9, Maebashi, Japan 2002.
4. D. Ślezak, W. Ziarko, "Variable Precision Bayesian Rough Set Model," RSFDGrC 2003, LNAI 2639, Springer Verlag (2003) pp. 312-315.
5. D. Ślezak, "Rough Sets and Bayes Factor," LNCS Transactions on Rough Sets III, Springer Verlag, LNCS 3400 (2005), pp. 202-229.
6. Branden Fitelson, "Studies in Bayesian confirmation theory," Ph.D. thesis, University of Wisconsin - Madison, (Philosophy), 2001.
7. st International Conference on Web-Age Information Management, Shanghai, P.R. China, June 21-23, 2000. Springer-Verlag LNCS 1846.
8. A. H. Liang, W. Ziarko and Brien Maguire, "The Application of a Distance Learning Algorithm in Web-Based Course Delivery," Rough Sets and Current Trends in Computing: Second International Conference, RSCTC 2000 Banff, Canada, and October 16-19, 2000.
9. S.K.M. Wong, W. Ziarko, "On learning and evaluation of decision rules in the context of rough sets," Proceedings of the International Symposium on Methodologies for Intelligent Systems, Knoxville, 308-224, 1986.
10. Z. Pawlak, J. Grzymala- Busse, R. Slowinski, and W. Ziarko. Rough sets. Communications of the ACM, 38(11): 89- 95, 1995.
11. J. Johnson and M. Liu. Rough Sets for Informative Question Answering. In Proceedings of the International Conference on Computing and Information (ICCI' 98), pages 53- 60, Winnipeg, Canada, June 17- 20, 1996.