A note on attribute reduction in the decision-theoretic rough set model

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6499 LNCS, Issue , 2011, Pages 260-275

  Zhao, Yan ^a   Wong, S K M ^a   Yao, Yiyu ^a  

^a UNIVERSITY OF REGINA   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ATTRIBUTE REDUCTION; DECISION PROBLEMS; DECISION RULES; DECISION-THEORETIC; OPTIMIZATION PROBLEMS; ROUGH SET MODELS;

DECISION MAKING;

ROUGH SET THEORY;

EID: 79956321860     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-18302-7_14     Document Type: Conference Paper

References (24)

1. Beaubouef, T., Petry, F.E., Arora, G.: Information-theoretic measures of uncertainty for rough sets and rough relational databases. Information Sciences 109, 185-195 (1998)
2. Beynon, M.: Reducts within the variable precision rough sets model: a further investigation. European Journal of Operational Research 134, 592-605 (2001) (Pubitemid 32768265)
3. Hu, Q., Yu, D., Xie, Z.: Information-preserving hybrid data reduction based on fuzzy-rough techniques. Pattern Recognition Letters 27, 414-423 (2006) (Pubitemid 43242919)
4. Inuiguchi, M.: Attribute reduction in variable precision rough set model. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 14, 461-479 (2006) (Pubitemid 44231526)
5. Inuiguchi, M.: Structure-based attribute reduction in variable precision rough set models. Journal of Advanced Computational Intelligence and Intelligent Informatics 10, 657-665 (2006)
6. Katzberg, J.D., Ziarko, W.: Variable precision rough sets with asymmetric bounds. In: Ziarko, W. (ed.) Rough Sets, Fuzzy Sets and Knowledge Discovery, pp. 167-177. Springer, Heidelberg (1994)
7. Kryszkiewicz, M.: Maintenance of reducts in the variable precision rough sets model, ICS Research Report 31/94, Warsaw University of Technology (1994)
8. Mi, J.S., Wu, W.Z., Zhang, W.X.: Approaches to knowledge reduction based on variable precision rough set model. Information Sciences 159, 255-272 (2004)
9. Miao, D.Q., Hu, G.R.: A heuristic algorithm for reduction of knowledge. Chinese Journal of Computer Research and Development 36, 681-684 (1999)
10. Pawlak, Z.: Rough sets. International Journal of Computer and Information Sciences 11, 341-356 (1982)
11. Pawlak, Z.: Rough Sets: Theoretical Aspects of Reasoning About Data. Kluwer Academic Publishers, Boston (1991)
12. Pawlak, Z., Wong, S.K.M., Ziarko, W.: Rough sets: probabilistic versus deterministic approach. International Journal of Man-Machine Studies 29, 81-95 (1988)
13. Skowron, A.: Boolean reasoning for decision rules generation. In: Komorowski, J., Raś, Z.W. (eds.) ISMIS 1993. LNCS, vol. 689, pp. 295-305. Springer, Heidelberg (1993)
14. Skowron, A., Rauszer, C.: The discernibility matrices and functions in information systems. In: Slowiński, R. (ed.) Intelligent Decision Support, Handbook of Applications and Advances of the Rough Sets Theory. Kluwer, Dordrecht (1992)
15. Slezak, D.: Approximate reducts in decision tables. In: Proceedings of Information Processing and Management of Uncertainty, pp. 1159-1164 (1996)
16. Slezak, D.: Normalized decision functions and measures for inconsistent decision tables analysis. Fundamenta Informaticae 44, 291-319 (2000)
17. Swiniarski, R.W.: Rough sets methods in feature reduction and classification. International Journal of Applied Mathematics and Computer Science 11, 565-582 (2001)
18. Wang, G.Y., Zhao, J., Wu, J.: A comparative study of algebra viewpoint and information viewpoint in attribute reduction. Foundamenta Informaticae 68, 1-13 (2005)
19. Yao, Y.Y.: Decision-theoretic rough set models. In: Yao, J., Lingras, P., Wu, W.- Z., Szczuka, M.S., Cercone, N.J., Ślȩzak, D. (eds.) RSKT 2007. LNCS (LNAI), vol. 4481, pp. 1-12. Springer, Heidelberg (2007)
20. Yao, Y.Y., Wong, S.K.M.: A decision theoretic framework for approximating concepts. International Journal of Man-machine Studies 37, 793-809 (1992)
21. Yao, Y.Y., Wong, S.K.M., Lingras, P.: A decision-theoretic rough set model. In: Ras, Z.W., Zemankova, M., Emrich, M.L. (eds.) ISMIS 1991. LNCS, vol. 542, pp. 17-24. Springer, Heidelberg (1991)
22. Yao, Y.Y., Zhao, Y.: Attribute reduction in decision-theoretic rough set models. Information Sciences 178, 3356-3373 (2008)
23. Zhang, W.X., Mi, J.S., Wu,W.Z.: Knowledge reduction in inconsistent information systems. Chinese Journal of Computers 1, 12-18 (2003)
24. Ziarko, W.: Variable precision rough set model. Journal of Computer and System Sciences 46, 39-59 (1993) (Pubitemid 23639120)