메뉴 건너뛰기




Volumn 251, Issue 3, 2016, Pages 904-917

Two Bayesian approaches to rough sets

Author keywords

Bayesian classification rough sets; Bayesian confirmation rough sets; Confirmation theoretic rough sets; Decision theoretic rough sets; Probabilistic rough sets

Indexed keywords

BAYESIAN NETWORKS; COMPUTATION THEORY; DECISION THEORY; INFERENCE ENGINES; PROBABILITY; SEMANTICS;

EID: 85044252546     PISSN: 03772217     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ejor.2015.08.053     Document Type: Article
Times cited : (58)

References (61)
  • 6
    • 0442265974 scopus 로고    scopus 로고
    • Bayesian confirmation
    • Galavotti M. Pagnini A. Kluwer Academic Publishers Dordrecht
    • Festa, R., Bayesian confirmation. Galavotti, M., Pagnini, A., (eds.) Experience, reality, and scientific explanation, 1999, Kluwer Academic Publishers, Dordrecht, 55–87.
    • (1999) Experience, reality, and scientific explanation , pp. 55-87
    • Festa, R.1
  • 7
    • 85044261234 scopus 로고    scopus 로고
    • Studies in Bayesian confirmation theory(Ph.D. dissertation). University of Wisconsin.
    • Fitelson, B. (2001). Studies in Bayesian confirmation theory(Ph.D. dissertation). University of Wisconsin. http://fitelson.org/thesis.pdf.
    • (2001)
    • Fitelson, B.1
  • 8
    • 84884597227 scopus 로고    scopus 로고
    • A multiple criteria decision making approach to manure management systems in the netherlands
    • Gebrezgabher, S.A., Meuwissen, M., Oude Lansink, A., A multiple criteria decision making approach to manure management systems in the netherlands. European Journal of Operational Research 232:3 (2014), 643–653.
    • (2014) European Journal of Operational Research , vol.232 , Issue.3 , pp. 643-653
    • Gebrezgabher, S.A.1    Meuwissen, M.2    Oude Lansink, A.3
  • 10
    • 34547958999 scopus 로고    scopus 로고
    • Do statistical inferences allowing three alternative decision give better feedback for environmentally precautionary decision-making
    • Goudey, R., Do statistical inferences allowing three alternative decision give better feedback for environmentally precautionary decision-making. Journal of Environmental Management 85 (2007), 338–344.
    • (2007) Journal of Environmental Management , vol.85 , pp. 338-344
    • Goudey, R.1
  • 12
  • 15
  • 18
    • 49849088318 scopus 로고    scopus 로고
    • Stochastic dominance-based rough set model for ordinal classification
    • Kotlowski, W., Dembczynski, K., Greco, S., Słowiński, R., Stochastic dominance-based rough set model for ordinal classification. Information Sciences 178 (2008), 4019–4037.
    • (2008) Information Sciences , vol.178 , pp. 4019-4037
    • Kotlowski, W.1    Dembczynski, K.2    Greco, S.3    Słowiński, R.4
  • 21
    • 16244396746 scopus 로고    scopus 로고
    • Knowledge acquisition in incomplete information systems: A rough set approach
    • Leung, Y., Wu, W.Z., Zhang, W.X., Knowledge acquisition in incomplete information systems: A rough set approach. European Journal of Operational Research 168 (2006), 164–180.
    • (2006) European Journal of Operational Research , vol.168 , pp. 164-180
    • Leung, Y.1    Wu, W.Z.2    Zhang, W.X.3
  • 23
    • 85027949563 scopus 로고    scopus 로고
    • Identifying future defaulters: A hierarchical bayesian method
    • Liu, F., Hua, Z.S., Lim, A., Identifying future defaulters: A hierarchical bayesian method. European Journal of Operational Research 241:1 (2015), 202–211.
    • (2015) European Journal of Operational Research , vol.241 , Issue.1 , pp. 202-211
    • Liu, F.1    Hua, Z.S.2    Lim, A.3
  • 24
    • 0018883380 scopus 로고
    • The threshold approach to clinical decision making
    • Pauker, S.G., Kassirer, J.P., The threshold approach to clinical decision making. New England Journal of Medicine 302 (1980), 1109–1117.
    • (1980) New England Journal of Medicine , vol.302 , pp. 1109-1117
    • Pauker, S.G.1    Kassirer, J.P.2
  • 28
    • 0036027401 scopus 로고    scopus 로고
    • Rough sets, decision algorithms and bayes’ theorem
    • Pawlak, Z., Rough sets, decision algorithms and bayes’ theorem. European Journal of Operational Research 136 (2002), 181–189.
    • (2002) European Journal of Operational Research , vol.136 , pp. 181-189
    • Pawlak, Z.1
  • 29
    • 0002970340 scopus 로고
    • Rough membership functions
    • Yager R.R. Fedrizzi M. Kacprzyk J. John Wiley and Sons New York
    • Pawlak, Z., Skowron, A., Rough membership functions. Yager, R.R., Fedrizzi, M., Kacprzyk, J., (eds.) Advances in the Dempster-Shafer theory of evidence, 1994, John Wiley and Sons, New York, 251–271.
    • (1994) Advances in the Dempster-Shafer theory of evidence , pp. 251-271
    • Pawlak, Z.1    Skowron, A.2
  • 31
    • 0003563964 scopus 로고    scopus 로고
    • Rough Sets in Knowledge Discovery: Methodology and Applications, vols. 1 and 2
    • Physica-Verlag Heidelberg
    • Polkowski, L., Skowron, A., Rough Sets in Knowledge Discovery: Methodology and Applications, vols. 1 and 2. 1998, Physica-Verlag, Heidelberg.
    • (1998)
    • Polkowski, L.1    Skowron, A.2
  • 32
    • 1542634595 scopus 로고    scopus 로고
    • A statistical approach to the spam problem
    • Robinson, G., A statistical approach to the spam problem. Linux Journal, 2003(107), 2003, 3.
    • (2003) Linux Journal , vol.2003 , Issue.107 , pp. 3
    • Robinson, G.1
  • 37
    • 34047096743 scopus 로고    scopus 로고
    • Bayesian confirmation theory and the likelihood principle
    • Steel, D., Bayesian confirmation theory and the likelihood principle. Synthese 156 (2007), 53–77.
    • (2007) Synthese , vol.156 , pp. 53-77
    • Steel, D.1
  • 38
    • 85044261410 scopus 로고    scopus 로고
    • Bayesian Epistemology. Stanford Encyclopedia of Philosophy.
    • Talbot, W. (2001). Bayesian Epistemology. Stanford Encyclopedia of Philosophy. http://plato.stanford.edu/archives/fall2001/entries/epistemology-bayesian.
    • (2001)
    • Talbot, W.1
  • 40
    • 0000090155 scopus 로고
    • Sequential tests of statistical hypotheses
    • Wald, A., Sequential tests of statistical hypotheses. The Annals of Mathematical Statistics 16 (1945), 117–186.
    • (1945) The Annals of Mathematical Statistics , vol.16 , pp. 117-186
    • Wald, A.1
  • 41
    • 79251597574 scopus 로고
    • A probabilistic model of approximate classification and decision rules with uncertainty in inductive learning
    • Department of Computer Science, University of Regina
    • Wong, S.K.M., Ziarko, W., A probabilistic model of approximate classification and decision rules with uncertainty in inductive learning. Technical report cs-85-23, 1985, Department of Computer Science, University of Regina.
    • (1985) Technical report cs-85-23
    • Wong, S.K.M.1    Ziarko, W.2
  • 42
    • 0022914312 scopus 로고
    • Algorithm for inductive learning, bulletin of the polish academy of science
    • Wong, S.K.M., Ziarko, W., Algorithm for inductive learning, bulletin of the polish academy of science. Technical Science 34 (1986), 271–276.
    • (1986) Technical Science , vol.34 , pp. 271-276
    • Wong, S.K.M.1    Ziarko, W.2
  • 44
    • 27844547281 scopus 로고
    • An application of bayesian methods in spc
    • Woodward, P.W., Naylor, J.C., An application of bayesian methods in spc. The Statistician 42 (1993), 461–469.
    • (1993) The Statistician , vol.42 , pp. 461-469
    • Woodward, P.W.1    Naylor, J.C.2
  • 45
    • 0242289559 scopus 로고    scopus 로고
    • Probabilistic approaches to rough sets
    • Yao, Y.Y., Probabilistic approaches to rough sets. Expert Systems 20 (2003), 287–297.
    • (2003) Expert Systems , vol.20 , pp. 287-297
    • Yao, Y.Y.1
  • 47
    • 38149078799 scopus 로고    scopus 로고
    • A note on definability and approximations
    • Yao, Y.Y., A note on definability and approximations. Transactions on Rough Sets VII:LNCS 4400 (2007), 274–282.
    • (2007) Transactions on Rough Sets , vol.7 , Issue.LNCS 4400 , pp. 274-282
    • Yao, Y.Y.1
  • 49
    • 69049088925 scopus 로고    scopus 로고
    • Three-way decision: An interpretation of rules in rough set theory
    • Yao, Y.Y., Three-way decision: An interpretation of rules in rough set theory. Proceedings of RSKT 2009, LNCS(LNAI), vol. 5589, 2009, 642–649.
    • (2009) Proceedings of RSKT 2009, LNCS(LNAI), vol. 5589 , pp. 642-649
    • Yao, Y.Y.1
  • 50
    • 70449130467 scopus 로고    scopus 로고
    • Three-way decisions with probabilistic rough sets
    • Yao, Y.Y., Three-way decisions with probabilistic rough sets. Information Sciences 180 (2010), 341–353.
    • (2010) Information Sciences , vol.180 , pp. 341-353
    • Yao, Y.Y.1
  • 51
    • 79251593234 scopus 로고    scopus 로고
    • The superiority of three-way decisions in probabilistic rough set models
    • Yao, Y.Y., The superiority of three-way decisions in probabilistic rough set models. Information Sciences 181 (2011), 1080–1096.
    • (2011) Information Sciences , vol.181 , pp. 1080-1096
    • Yao, Y.Y.1
  • 53
    • 0242322855 scopus 로고
    • A decision-theoretic rough set model
    • Ras Z.W. Zemankova M. Emrich M.L. North-Holland New York
    • Yao, Y.Y., Wong, S.K.M., Lingras, P., A decision-theoretic rough set model. Ras, Z.W., Zemankova, M., Emrich, M.L., (eds.) Methodologies for intelligent systems, vol. 5, 1990, North-Holland, New York, 17–24.
    • (1990) Methodologies for intelligent systems, vol. 5 , pp. 17-24
    • Yao, Y.Y.1    Wong, S.K.M.2    Lingras, P.3
  • 57
    • 58349084383 scopus 로고    scopus 로고
    • An email classification scheme based on decision-theoretic rough set theory and analysis of email security
    • Zhao, W.Q., Zhu, Y.L., An email classification scheme based on decision-theoretic rough set theory and analysis of email security. Proceeding of 2005 IEEE region 10 tencon, 2005, 1–6.
    • (2005) Proceeding of 2005 IEEE region 10 tencon , pp. 1-6
    • Zhao, W.Q.1    Zhu, Y.L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.