An optimization viewpoint of decision-theoretic rough set model

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

Volumn 6954 LNAI, Issue , 2011, Pages 457-465

  Jia, Xiuyi ^a,c   Li, Weiwei ^b   Shang, Lin ^c   Chen, Jiajun ^c  

^a NANJING UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

^b NANJING UNIVERSITY OF AERONAUTICS AND ASTRONAUTICS   (China)

^c NANJING UNIVERSITY   (China)

Author keywords

attribute reduction; decision cost; Decision theoretic rough set model; optimization problem

Indexed keywords

ADAPTIVE LEARNING ALGORITHM; ATTRIBUTE REDUCTION; DECISION COST; DECISION-THEORETIC; MINIMUM COST; OPTIMIZATION PROBLEM; OPTIMIZATION PROBLEMS; ROUGH SET MODELS;

ADAPTIVE ALGORITHMS; COST FUNCTIONS; COST REDUCTION; LEARNING ALGORITHMS; OPTIMIZATION;

ROUGH SET THEORY;

EID: 80054064005     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-24425-4_60     Document Type: Conference Paper

References (11)

1. Herbert, J.P., Yao, J.T.: Game-Theoretic Risk Analysis in Decision- Theoretic Rough Sets. In: Wang, G., Li, T., Grzymala-Busse, J.W., Miao, D., Skowron, A., Yao, Y. (eds.) RSKT 2008. LNCS (LNAI), vol. 5009, pp. 132-139. Springer, Heidelberg (2008) (Pubitemid 351776021)
2. Pawlak, Z., Wong, S.K.M., Ziarko, W.: Rough sets: probabilistic versus deterministic approach. International Journal of Man-machine Studies 29, 81-95 (1988)
3. Slezak, D., Ziarko, W.: The investigation of the Bayesian rough set model. International Journal of Approximate Reasoning 40, 81-91 (2005)
4. Yao, Y.Y., Wong, S.K.M.: A decision theoretic framework for approximating concepts. International Journal of Man-machine Studies 37(6), 793-809 (1992)
5. Yao, Y.Y.: Probabilistic approach to rough sets. Expert Systems 20, 287-297 (2003)
6. Yao, Y.Y.: Probabilistic rough set approximations. International Journal of Approximate Reasoning 49, 255-271 (2008)
7. Yao, Y.Y.: Three-way decisions with probabilitic rough sets. Information Sciences 180, 341-353 (2010)
8. Yao, Y., Zhou, B.: Naive Bayesian Rough Sets. In: Yu, J., Greco, S., Lingras, P., Wang, G., Skowron, A. (eds.) RSKT 2010. LNCS(LNAI), vol. 6401, pp. 719-726. Springer, Heidelberg (2010)
9. Yao, Y.Y.: The superiority of three-way decisions in probabilistic rough set models. Information Sciences 180(6), 1080-1096 (2011)
10. Zhao, Y., Wong, S.K.M., Yao, Y.Y.: A Note on Attribute Reduction in the Decision-Theoretic Rough Set Model. In: Chan, C.-C., Grzymala-Busse, J.W., Ziarko,W.P. (eds.) RSCTC 2008. LNCS (LNAI), vol. 5306, pp. 61-70. Springer, Heidelberg (2008)
11. Ziarko, W.: Variable precision rough set model. Journal of Computer and System Science 46, 39-59 (1993)