Decision-theoretic rough sets with probabilistic distribution

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

Volumn 7414 LNAI, Issue , 2012, Pages 389-398

  Liu, Dun ^a   Li, Tianrui ^a   Liang, Decui ^a  

^a SOUTHWEST JIAOTONG UNIVERSITY   (China)

Author keywords

Decision theoretic rough sets; normal distribution; stochastic; uniform distribution

Indexed keywords

DECISION-THEORETIC; DECISION-THEORETIC ROUGH SET MODELS; EMPIRICAL STUDIES; LOSS FUNCTIONS; PROBABILISTIC DISTRIBUTION; REASONABILITY; ROUGH SET; STOCHASTIC; STOCHASTIC ENVIRONMENT; UNIFORM DISTRIBUTION;

NORMAL DISTRIBUTION; STOCHASTIC SYSTEMS;

ROUGH SET THEORY;

EID: 84864987459     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-31900-6_48     Document Type: Conference Paper

References (30)

1. Abbas, A.R., Juan, L.: Supporting E-Learning System with Modified Bayesian Rough Set Model. In: Yu, W., He, H., Zhang, N. (eds.) ISNN 2009, Part II. LNCS (LNAI), vol. 5552, pp. 192-200. Springer, Heidelberg (2009)
2. Camerer, C., Weber, M.: Recent developments in modeling preferences: uncertainty and ambiguity. Journal of Risk and Uncertainty 5, 325-370 (1992)
3. Goudey, R.: Do statistical inferences allowing three alternative decision give better feedback for environmentally precautionary decision-making. Journal of Environmental Management 85, 338-344 (2007)
4. Herbert, J.P., Yao, J.T.: Game-theoretic rough sets. Fundamenta Informaticae 108, 267-286 (2011)
5. Li, H.X., Zhou, X.Z.: Risk decision making based on decision-theoretic rough set: a three-way view decision model. International Journal of Computational Intelligence Systems 4, 1-11 (2011)
6. Liu, D., Li, H.X., Zhou, X.Z.: Two decades' research on decision-theoretic rough sets. In: Proceeding of ICCI 2010, pp. 968-973 (2010)
7. Liu, D., Li, T., Hu, P., Li, H.: Multiple-Category Classification with Decision-Theoretic Rough Sets. In:Yu, J., Greco, S., Lingras, P.,Wang,G., Skowron, A. (eds.) RSKT 2010. LNCS (LNAI), vol. 6401, pp. 703-710. Springer, Heidelberg (2010)
8. Liu, D., Yao, Y.Y., Li, T.R.: Three-way investment decisions with decision-theoretic rough sets. International Journal of Computational Intelligence Systems 4, 66-74 (2011)
9. Liu, D., Li, T.R., Ruan, D.: Probabilistic model criteria with decision-theoretic rough sets. Information Sciences 181, 3709-3722 (2011)
10. Liu, D., Li, T., Liang, D.: A New Discriminant Analysis Approach under Decision-Theoretic Rough Sets. In: Yao, J., Ramanna, S., Wang, G., Suraj, Z. (eds.) RSKT 2011. LNCS, vol. 6954, pp. 476-485. Springer, Heidelberg (2011)
11. Liu, D., Li, T.R., Li, H.X.: A multiple-category classification approach with decision-theoretic rough sets. Fundamenta Informaticae 115, 173-188 (2012)
12. Pauker, S.G., Kassirer, J.P.: The threshold approach to clinical decision making. The New England Journal of Medicine 302, 1109-1117 (1980)
13. Pawlak, Z.: Rough sets. International Journal of Computer and Information Science 11, 341-356 (1982)
14. Ślȩzak, D., Wróblewski, J., Eastwood, V., Synak, P.: Brighthouse: an analytic data warehouse for ad-hoc queries. In: Proceedings of the VLDB Endowment, vol. 1, pp. 1337-1345 (2008)
15. Probabilistic Distribution, http://en.wikipedia.org/wiki/Probability- distribution
16. Woodward, P.W., Naylor, J.C.: An application of bayesian methods in SPC. The Statistician 42, 461-469 (1993)
17. Xie, G., Yue, W., Wang, S.Y., Lai, K.K.: Dynamic risk management in petroleum project investment based on a variable precision rough set model. Technological Forecasting & Social Change 77, 891-901 (2010)
18. Yao, Y.Y., Wong, S.K.M., Lingras, P.: A decision-theoretic rough set model. In: The 5th International Symposium on Methodologies for Intelligent Systems, pp. 17-25 (1990)
19. Yao, Y.Y., Wong, S.K.M.: A decision theoretic framework for approximating concepts. International Journal of Man-machine Studies 37, 793-809 (1992)
20. Yao, Y.Y.: Probabilistic approaches to rough sets. Expert Systems 20, 287-297 (2003)
21. 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)
22. Yao, Y.Y.: Probabilistic rough set approximations. International Journal of Approximate Reasoning 49, 255-271 (2008)
23. Yao, Y.Y.: Three-Way Decision: An Interpretation of Rules in Rough Set Theory. In: Wen, P., Li, Y., Polkowski, L., Yao, Y., Tsumoto, S., Wang, G. (eds.) RSKT 2009. LNCS, vol. 5589, pp. 642-649. Springer, Heidelberg (2009)
24. Yao, Y.Y.: Three-way decisions with probabilistic rough sets. Information Sciences 180, 341-353 (2010)
25. Yao, Y.Y.: The superiority of three-way decision in probabilistic rough set models. Information Sciences 181, 1080-1096 (2011)
26. Yao, Y.Y.: Two semantic issues in a probabilistic rough set model. Fundamenta Informaticae 108, 249-265 (2011)
27. Yao, Y.Y.: Three-way decisions using rough sets. In: Peters, G., et al. (eds.) Rough Sets: Selected Methods and Applications in Management and Engineering. Advanced Information and Knowledge Processing, pp. 79-93 (2012)
28. Yao, J., Herbert, J.P.: Web-Based Support Systems with Rough Set Analysis. In: Kryszkiewicz, M., Peters, J.F., Rybiński, H., Skowron, A. (eds.) RSEISP 2007. LNCS (LNAI), vol. 4585, pp. 360-370. Springer, Heidelberg (2007)
29. Zhao, W.Q., Zhu, Y.L.: An email classification scheme based on decision-theoretic rough set theory and analysis of email security. In: Proceeding of 2005 IEEE Region 10 TENCON (2005), doi:10.1109/TENCON.2005.301121.
30. Zhou, B., Yao, Y., Luo, J.: A Three-Way Decision Approach to Email Spam Filtering. In: Farzindar, A., Kešelj, V. (eds.) Canadian AI 2010. LNCS (LNAI), vol. 6085, pp. 28-39. Springer, Heidelberg (2010)