메뉴 건너뛰기




Volumn 55, Issue 1 PART 2, 2014, Pages 211-224

Multi-class decision-theoretic rough sets

Author keywords

Bayes' theorem; Bayesian decision theory; Bayesian inference; Naive Bayes classifier; Rough sets; Three way decisions

Indexed keywords

APPROXIMATION ALGORITHMS; BAYESIAN NETWORKS; CLASSIFIERS; INFERENCE ENGINES; ROUGH SET THEORY;

EID: 84888016689     PISSN: 0888613X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijar.2013.04.006     Document Type: Article
Times cited : (93)

References (48)
  • 1
    • 0000874557 scopus 로고
    • Theoretical foundations of the potential function method in pattern recognition learning
    • M.A. Aizerman, E.M. Braverman, and L.I. Rozonoer Theoretical foundations of the potential function method in pattern recognition learning Automation and Remote Control 25 1964 821 837
    • (1964) Automation and Remote Control , vol.25 , pp. 821-837
    • Aizerman, M.A.1    Braverman, E.M.2    Rozonoer, L.I.3
  • 2
    • 84888040083 scopus 로고    scopus 로고
    • Analyzing uncertainties of probabilistic rough set regions with game-theoretic rough sets
    • doi:10.1016/j.ijar.2013.03.015
    • N. Azam, J.T. Yao, Analyzing uncertainties of probabilistic rough set regions with game-theoretic rough sets, International Journal of Approximate Reasoning, 2013. http://dx.doi.org/10.1016/j.ijar.2013.03.015.
    • (2013) International Journal of Approximate Reasoning
    • Azam, N.1    Yao, J.T.2
  • 5
    • 33645970727 scopus 로고    scopus 로고
    • Rough membership and Bayesian confirmation measures for parameterized rough sets
    • S. Greco, B. Matarazzo, R. Slowinski, Rough membership and Bayesian confirmation measures for parameterized rough sets, in: RSFDGrC (1), 2005, pp. 314-324.
    • (2005) RSFDGrC , Issue.1 , pp. 314-324
    • Greco, S.1    Matarazzo, B.2    Slowinski, R.3
  • 7
    • 9444299086 scopus 로고    scopus 로고
    • Bayesian confirmation measures within rough set approach
    • S. Greco, Z. Pawlak, R. Slowiński, Bayesian confirmation measures within rough set approach, in: Rough Sets and Current Trends in Computing, 2004, pp. 264-273
    • (2004) Rough Sets and Current Trends in Computing , pp. 264-273
    • Greco, S.1
  • 11
    • 84888019221 scopus 로고    scopus 로고
    • On an optimization representation of decision-theoretic rough set model
    • doi:10.1016/j.ijar.2013.02.010
    • X.Y. Jia, Z.M. Tang, W.H. Liao, L. Shang, On an optimization representation of decision-theoretic rough set model, International Journal of Approximate Reasoning, 2013. http://dx.doi.org/10.1016/j.ijar.2013.02.010.
    • (2013) International Journal of Approximate Reasoning
    • Jia, X.Y.1    Tang, Z.M.2    Liao, W.H.3    Shang, L.4
  • 12
    • 44649128091 scopus 로고    scopus 로고
    • Rough multi-category decision theoretic framework
    • P. Lingras, M. Chen, D.Q. Miao, Rough multi-category decision theoretic framework, in: RSKT, 2008, pp. 676-683.
    • (2008) RSKT , pp. 676-683
    • Lingras, P.1    Chen, M.2    Miao, D.Q.3
  • 13
    • 78349258150 scopus 로고    scopus 로고
    • Multiple-category classification with decision-theoretic rough sets
    • D. Liu, T.R. Li, P. Hu, H.X. Li, Multiple-category classification with decision-theoretic rough sets, in: RSKT, 2010, pp. 703-710
    • (2010) RSKT , pp. 703-710
    • Liu, D.1    Li, T.R.2    Hu, P.3    Li, H.X.4
  • 14
    • 84888023478 scopus 로고    scopus 로고
    • Incorporating logistic regression to decision-theoretic rough sets for classifications
    • doi:10.1016/j.ijar.2013.02.013
    • D. Liu, T.R. Li, D.C. Liang, Incorporating logistic regression to decision-theoretic rough sets for classifications, International Journal of Approximate Reasoning, 2013. http://dx.doi.org/10.1016/j.ijar.2013.02.013.
    • (2013) International Journal of Approximate Reasoning
    • Liu, D.1    Li, T.R.2    Liang, D.C.3
  • 20
    • 0002970340 scopus 로고
    • Rough membership functions
    • R.R. Yager, M. Fedrizzi, J. Kacprzyk, John Wiley and Sons New York
    • Z. Pawlak, and A. Skowron Rough membership functions R.R. Yager, M. Fedrizzi, J. Kacprzyk, 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
  • 22
    • 0001857179 scopus 로고
    • Learning efficient classification procedures and their application to chess endgames
    • J.S. Michalski, J.G. Carbonell, T.M. Michell, Morgan Kaufmann Palo Alto, CA
    • J.R. Quinlan Learning efficient classification procedures and their application to chess endgames J.S. Michalski, J.G. Carbonell, T.M. Michell, Machine Learning: An Artificial Intelligence Approach vol. 1 1983 Morgan Kaufmann Palo Alto, CA 463 482
    • (1983) Machine Learning: An Artificial Intelligence Approach , vol.1 , pp. 463-482
    • Quinlan, J.R.1
  • 23
    • 33744584654 scopus 로고
    • Induction of decision trees
    • J.R. Quinlan Induction of decision trees Machine Learning 1 1 1986 81 106
    • (1986) Machine Learning , vol.1 , Issue.1 , pp. 81-106
    • Quinlan, J.R.1
  • 25
    • 0023696022 scopus 로고
    • Sequential analysis in a Bayesian model of diastolic blood pressure measurement
    • C.B. Schechter Sequential analysis in a Bayesian model of diastolic blood pressure measurement Medical Decision Making 8 1988 191 196
    • (1988) Medical Decision Making , vol.8 , pp. 191-196
    • Schechter, C.B.1
  • 28
    • 9444244460 scopus 로고    scopus 로고
    • The rough Bayesian model for distributed decision systems
    • D. Ślȩzak, The rough Bayesian model for distributed decision systems, in: Rough Sets and Current Trends in Computing, 2004, pp. 384-393
    • (2004) Rough Sets and Current Trends in Computing , pp. 384-393
    • Ślȩzak, D.1
  • 30
    • 18944392697 scopus 로고    scopus 로고
    • Bayesian rough set model
    • D. Ślȩzak, W. Ziarko, Bayesian rough set model, in: Proceedings of FDM'2002, 2002, pp. 131-135
    • (2002) Proceedings of FDM'2002 , pp. 131-135
    • Ślȩzak, D.1
  • 32
    • 0000090155 scopus 로고
    • Sequential tests of statistical hypotheses
    • A. Wald 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
  • 33
    • 79251597574 scopus 로고
    • A probabilistic model of approximate classification and decision rules with uncertainty in inductive learning
    • Department of Computer Science, University of Regina
    • S.K.M. Wong, W. Ziarko, A probabilistic model of approximate classification and decision rules with uncertainty in inductive learning, Technical Report CS-85-23, Department of Computer Science, University of Regina, 1985.
    • (1985) Technical Report CS-85-23
    • Wong, S.K.M.1    Ziarko, W.2
  • 36
    • 70449130467 scopus 로고    scopus 로고
    • Three-way decisions with probabilistic rough sets
    • Y.Y. Yao 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
  • 37
    • 79251593234 scopus 로고    scopus 로고
    • The superiority of three-way decisions in probabilistic rough set models
    • Y.Y. Yao 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
  • 40
    • 0242322855 scopus 로고
    • A decision-theoretic rough set model
    • Z.W. Ras, M. Zemankova, M.L. Emrich, North-Holland New York
    • Y.Y. Yao, S.K.M. Wong, and P. Lingras A decision-theoretic rough set model Z.W. Ras, M. Zemankova, M.L. Emrich, 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
  • 41
    • 45849092954 scopus 로고    scopus 로고
    • Attribute reduction in decision-theoretic rough set models
    • Y.Y. Yao, and Y. Zhao Attribute reduction in decision-theoretic rough set models Information Sciences 178 17 2008 3356 3373
    • (2008) Information Sciences , vol.178 , Issue.17 , pp. 3356-3373
    • Yao, Y.Y.1    Zhao, Y.2
  • 42
    • 0038166620 scopus 로고    scopus 로고
    • Knowledge reduction in inconsistent information systems
    • W.X. Zhang, J.S. Mi, and W.Z. Wu Knowledge reduction in inconsistent information systems Chinese Journal of Computers 1 2003 12 18
    • (2003) Chinese Journal of Computers , vol.1 , pp. 12-18
    • Zhang, W.X.1    Mi, J.S.2    Wu, W.Z.3
  • 43
    • 78349275311 scopus 로고    scopus 로고
    • Naive Bayesian rough sets
    • Y.Y. Yao, B. Zhou, Naive Bayesian rough sets, in: RSKT 2010, 2010, pp. 719-726
    • (2010) RSKT 2010 , pp. 719-726
    • Yao, Y.Y.1    Zhou, B.2
  • 45
    • 84857516936 scopus 로고    scopus 로고
    • In search of effective granulization with DTRS for ternary classification
    • B. Zhou, and Y.Y. Yao In search of effective granulization with DTRS for ternary classification IJCINI 5 3 2011 47 60
    • (2011) IJCINI , vol.5 , Issue.3 , pp. 47-60
    • Zhou, B.1    Yao, Y.Y.2
  • 46
    • 80054089694 scopus 로고    scopus 로고
    • A new formulation of multi-category decision-theoretic rough sets
    • B. Zhou, A new formulation of multi-category decision-theoretic rough sets, in: RSKT 2011, 2011, pp. 514-522
    • (2011) RSKT 2011 , pp. 514-522
    • Zhou, B.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.