메뉴 건너뛰기




Volumn 170, Issue 1, 2011, Pages 64-75

Attribute reduction based on generalized fuzzy evidence theory in fuzzy decision systems

Author keywords

Attribute reduction; Fuzzy decision systems; Generalized fuzzy evidence theory; Reducts

Indexed keywords

ATTRIBUTE REDUCTION; EVIDENCE THEORIES; FUZZY DECISION SYSTEM; FUZZY DECISION SYSTEMS; GENERALIZED FUZZY EVIDENCE THEORY; LOWER APPROXIMATION; POSITIVE REGION; REDUCTS; UPPER APPROXIMATION;

EID: 79951942978     PISSN: 01650114     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.fss.2011.01.008     Document Type: Article
Times cited : (45)

References (41)
  • 2
    • 38249005526 scopus 로고
    • Fuzzy implication operators and generalized fuzzy method of cases
    • D. Ruan, and E.E. Kerre Fuzzy implication operators and generalized fuzzy method of cases Fuzzy Sets and Systems 54 1993 23 37
    • (1993) Fuzzy Sets and Systems , vol.54 , pp. 23-37
    • Ruan, D.1    Kerre, E.E.2
  • 3
    • 0036456212 scopus 로고    scopus 로고
    • Fuzzy-rough sets for descriptive dimensionality reduction
    • R. Jensen, and Q. Shen Fuzzy rough sets for descriptive dimensionality reduction Proceedings of IEEE International Conference on Fuzzy Systems 2002 29 34 (Pubitemid 35466092)
    • (2002) IEEE International Conference on Plasma Science , vol.1 , pp. 29-34
    • Jensen, R.1    Shen, Q.2
  • 4
    • 45649085668 scopus 로고    scopus 로고
    • Measures of general fuzzy rough sets on a probabilistic space
    • D.G. Chen, W.X. Yang, and F.C. Li Measures of general fuzzy rough sets on a probabilistic space Inform. Sci. 178 2008 3177 3187
    • (2008) Inform. Sci. , vol.178 , pp. 3177-3187
    • Chen, D.G.1    Yang, W.X.2    Li, F.C.3
  • 5
    • 19944424801 scopus 로고    scopus 로고
    • On fuzzy rough sets approach to feature selection
    • R.B. Bhatt, and M. Gopal On fuzzy rough sets approach to feature selection Pattern Recognition Lett. 26 2005 1632 1640
    • (2005) Pattern Recognition Lett. , vol.26 , pp. 1632-1640
    • Bhatt, R.B.1    Gopal, M.2
  • 6
    • 32644440353 scopus 로고    scopus 로고
    • Information-preserving hybrid data reduction based on fuzzy rough techniques
    • Q.H. Hu, D.R. Yu, and Z.X. Xie Information-preserving hybrid data reduction based on fuzzy rough techniques Pattern Recognition Lett. 27 2006 414 423
    • (2006) Pattern Recognition Lett. , vol.27 , pp. 414-423
    • Hu, Q.H.1    Yu, D.R.2    Xie, Z.X.3
  • 7
    • 0348170835 scopus 로고    scopus 로고
    • Fuzzy-rough attributes reduction with application to web categorization
    • R. Jensen, and Q. Shen Fuzzy-rough attributes reduction with application to web categorization Fuzzy Sets and Systems 141 2004 469 485
    • (2004) Fuzzy Sets and Systems , vol.141 , pp. 469-485
    • Jensen, R.1    Shen, Q.2
  • 8
    • 2442528339 scopus 로고    scopus 로고
    • Selecting informative features with fuzzy-rough sets and its application for complex systems monitoring
    • DOI 10.1016/j.patcog.2003.10.016, PII S0031320303004242
    • Q. Shen, and R. Jensen Selecting informative features with fuzzy-rough sets and its application for complex systems monitoring Pattern Recognition 37 2004 1351 1363 (Pubitemid 38653366)
    • (2004) Pattern Recognition , vol.37 , Issue.7 , pp. 1351-1363
    • Shen, Q.1    Jensen, R.2
  • 10
    • 45849111442 scopus 로고    scopus 로고
    • On fuzzy approximation operators in attribute reduction with fuzzy rough sets
    • S.Y. Zhao, and E.C.C. Tsang On fuzzy approximation operators in attribute reduction with fuzzy rough sets Inform. Sci. 178 2008 3163 3176
    • (2008) Inform. Sci. , vol.178 , pp. 3163-3176
    • Zhao, S.Y.1    Tsang, E.C.C.2
  • 11
    • 33750733274 scopus 로고    scopus 로고
    • Fuzzy subsethood and belief functions of fuzzy events
    • DOI 10.1016/j.fss.2006.06.007, PII S0165011406002582
    • L. Biacino Fuzzy subsethood and belief functions of fuzzy events Fuzzy Sets and Systems 158 2007 38 49 (Pubitemid 44709766)
    • (2007) Fuzzy Sets and Systems , vol.158 , Issue.1 , pp. 38-49
    • Biacino, L.1
  • 12
    • 65549108457 scopus 로고    scopus 로고
    • On generalized fuzzy belief functions in infinite spaces
    • W.Z. Wu, Y. Leung, and J.S. Mi On generalized fuzzy belief functions in infinite spaces IEEE Trans. Fuzzy Systems 17 2009 385 397
    • (2009) IEEE Trans. Fuzzy Systems , vol.17 , pp. 385-397
    • Wu, W.Z.1    Leung, Y.2    Mi, J.S.3
  • 13
    • 0242352585 scopus 로고    scopus 로고
    • A rough set approach to knowledge reduction based on inclusion degree and evidence reasoning theory
    • M. Zhang, L.D. Xu, W.X. Zhang, and H.Z. Li A rough set approach to knowledge reduction based on inclusion degree and evidence reasoning theory Expert Systems 20 2003 298 304
    • (2003) Expert Systems , vol.20 , pp. 298-304
    • Zhang, M.1    Xu, L.D.2    Zhang, W.X.3    Li, H.Z.4
  • 14
    • 21244455292 scopus 로고    scopus 로고
    • Knowledge reduction in random information systems via Dempster-Shafer theory of evidence
    • DOI 10.1016/j.ins.2004.09.002, PII S0020025504002610
    • W.Z. Wu, M. Zhang, H.Z. Li, and J.S. Mi Knowledge reduction in random information systems via Dempster-Shafer theory of evidence Inform. Sci. 174 2005 143 164 (Pubitemid 40893967)
    • (2005) Information Sciences , vol.174 , Issue.3-4 , pp. 143-164
    • Wu, W.-Z.1    Zhang, M.2    Li, H.-Z.3    Mi, J.-S.4
  • 16
    • 37249058009 scopus 로고    scopus 로고
    • Attribute reduction based on evidence theory in incomplete decision systems
    • W.Z. Wu Attribute reduction based on evidence theory in incomplete decision systems Inform. Sci. 178 2008 1355 1371
    • (2008) Inform. Sci. , vol.178 , pp. 1355-1371
    • Wu, W.Z.1
  • 17
    • 19044390948 scopus 로고    scopus 로고
    • On characterizations of (script I sign script T Sign)-fuzzy rough approximation operators
    • DOI 10.1016/j.fss.2005.02.011, PII S0165011405000655
    • W.Z. Wu, Y. Leung, and J.S. Mi On characterizations of (I, T ) -fuzzy rough approximation operators Fuzzy Sets and Systems 154 2005 76 102 (Pubitemid 40710188)
    • (2005) Fuzzy Sets and Systems , vol.154 , Issue.1 , pp. 76-102
    • Wu, W.-Z.1    Leung, Y.2    Mi, J.-S.3
  • 18
    • 0002263693 scopus 로고
    • Fuzzy sets and information granularity
    • L.A. Zadeh Fuzzy sets and information granularity M. Gupta, R. Ragade, R.R. Yager, Advances in Fuzzy Set Theory and Applications 1979 North-Holland Amsterdam, The Netherlands 3 18
    • (1979) Advances in Fuzzy Set Theory and Applications , pp. 3-18
    • Zadeh, L.A.1
  • 19
    • 49349133217 scopus 로고
    • Fuzzy sets as a basis for a theory of possibility
    • L.A. Zadeh Fuzzy sets as a basis for a theory of possibility Fuzzy Sets and Systems 1 1978 3 28
    • (1978) Fuzzy Sets and Systems , vol.1 , pp. 3-28
    • Zadeh, L.A.1
  • 20
    • 0000516376 scopus 로고
    • Upper and lower probabilities induced by a multivalued mapping
    • A.P. Dempster Upper and lower probabilities induced by a multivalued mapping Ann. Math. Statist. 38 1967 325 339
    • (1967) Ann. Math. Statist. , vol.38 , pp. 325-339
    • Dempster, A.P.1
  • 22
    • 0141834859 scopus 로고    scopus 로고
    • Approaches to knowledge reductions in inconsistent systems
    • W.X. Zhang, J.S. Mi, and W.Z. Wu Approaches to knowledge reductions in inconsistent systems Internat. J. Intell. Systems 18 9 2003 989 1000
    • (2003) Internat. J. Intell. Systems , vol.18 , Issue.9 , pp. 989-1000
    • Zhang, W.X.1    Mi, J.S.2    Wu, W.Z.3
  • 23
    • 0242385735 scopus 로고    scopus 로고
    • Connections between rough set theory and Dempster-Shafer theory of evidence
    • DOI 10.1080/0308107021000013626
    • W.Z. Wu, Y. Leung, and W.X. Zhang Connections between rough set theory and Dempster-Shafer theory of evidence Internat. J. Gen. Systems 31 2002 405 430 (Pubitemid 41623252)
    • (2002) International Journal of General Systems , vol.31 , Issue.4 , pp. 405-430
    • Wu, W.-Z.1    Leung, Y.2    Zhang, W.-X.3
  • 24
    • 0031632311 scopus 로고    scopus 로고
    • Interpretations of belief functions in the theory of rough sets
    • Y.Y. Yao, and P.J. Lingras Interpretations of belief functions in the theory of rough sets Inform. Sci. 104 1998 81 106
    • (1998) Inform. Sci. , vol.104 , pp. 81-106
    • Yao, Y.Y.1    Lingras, P.J.2
  • 25
    • 0242489336 scopus 로고    scopus 로고
    • Implication in intuitionistic fuzzy and interval-valued fuzzy set theory: Construction, classification, application
    • C. Cornelis, G. Deschrijver, and E.E. Kerre Implication in intuitionistic fuzzy and interval-valued fuzzy set theory: construction, classification, application Internat. J. Approx. Reason. 35 2004 55 95
    • (2004) Internat. J. Approx. Reason. , vol.35 , pp. 55-95
    • Cornelis, C.1    Deschrijver, G.2    Kerre, E.E.3
  • 28
    • 8344254412 scopus 로고    scopus 로고
    • Approaches to approximation reducts in inconsistent decision tables
    • J.S. Mi, W.Z. Wu, and W.X. Zhang Approaches to approximation reducts in inconsistent decision tables Lecture Notes in Artificial Intelligence vol. 2639 2003 283 286
    • (2003) Lecture Notes in Artificial Intelligence , vol.2639 , pp. 283-286
    • Mi, J.S.1    Wu, W.Z.2    Zhang, W.X.3
  • 30
    • 16244396746 scopus 로고    scopus 로고
    • Knowledge acquisition in incomplete information systems: A rough set approach
    • DOI 10.1016/j.ejor.2004.03.032, PII S0377221704003066
    • Y. Leung, W.Z. Wu, and W.X. Zhang Knowledge acquisition in incomplete information systems: a rough set approach Eur. J. Oper. Res. 168 2006 164 180 (Pubitemid 40454556)
    • (2006) European Journal of Operational Research , vol.168 , Issue.1 , pp. 164-180
    • Leung, Y.1    Wu, W.-Z.2    Zhang, W.-X.3
  • 32
    • 77956394680 scopus 로고    scopus 로고
    • Soft fuzzy rough sets for robust feature evaluation and selection
    • Q.H. Hu, S. An, and D.R. Yu Soft fuzzy rough sets for robust feature evaluation and selection Inform. Sci. 180 22 2010 4384 4400
    • (2010) Inform. Sci. , vol.180 , Issue.22 , pp. 4384-4400
    • Hu, Q.H.1    An, S.2    Yu, D.R.3
  • 33
    • 60349098399 scopus 로고    scopus 로고
    • Fuzzy-rough attribute reduction via mutual information with an application to cancer classification
    • F.F. Xu, D.Q. Miao, and L. Wei Fuzzy-rough attribute reduction via mutual information with an application to cancer classification Comput. Math. Appl. 57 6 2009 1010 1017
    • (2009) Comput. Math. Appl. , vol.57 , Issue.6 , pp. 1010-1017
    • Xu, F.F.1    Miao, D.Q.2    Wei, L.3
  • 34
    • 77950629760 scopus 로고    scopus 로고
    • Local reduction of decision system with fuzzy rough sets
    • D.G. Chen, and S.Y. Zhao Local reduction of decision system with fuzzy rough sets Fuzzy Sets and Systems 161 13 2010 1871 1883
    • (2010) Fuzzy Sets and Systems , vol.161 , Issue.13 , pp. 1871-1883
    • Chen, D.G.1    Zhao, S.Y.2
  • 35
    • 9644262464 scopus 로고    scopus 로고
    • Fuzzy-rough data reduction with ant colony optimization
    • R. Jensen, and Q. Shen Fuzzy-rough data reduction with ant colony optimization Fuzzy Sets and Systems 149 1 2005 5 20
    • (2005) Fuzzy Sets and Systems , vol.149 , Issue.1 , pp. 5-20
    • Jensen, R.1    Shen, Q.2
  • 36
    • 33947421283 scopus 로고    scopus 로고
    • Fuzzy-rough sets assisted attribute selection
    • DOI 10.1109/TFUZZ.2006.889761, Extensions of Type-1 Fuzzy Sets
    • R. Jensen, and Q. Shen Fuzzy-rough sets assisted attribute selection IEEE Trans. Fuzzy Systems 15 1 2007 73 89 (Pubitemid 46444305)
    • (2007) IEEE Transactions on Fuzzy Systems , vol.15 , Issue.1 , pp. 73-89
    • Jensen, R.1    Shen, Q.2
  • 37
    • 68849126540 scopus 로고    scopus 로고
    • New approaches to fuzzy-rough feature selection
    • R. Jensen, and Q. Shen New approaches to fuzzy-rough feature selection IEEE Trans. Fuzzy Systems 17 4 2009 824 838
    • (2009) IEEE Trans. Fuzzy Systems , vol.17 , Issue.4 , pp. 824-838
    • Jensen, R.1    Shen, Q.2
  • 38
    • 0000053990 scopus 로고    scopus 로고
    • Granular computing on binary relations II: Rough set representations and belief functions
    • T.Y. Lin Granular computing on binary relations II: rough set representations and belief functions L. Polkowski, A. Skowron, Rough Sets in Knowledge Discovery vol. 1 1998 122 140
    • (1998) Rough Sets in Knowledge Discovery , vol.1 , pp. 122-140
    • Lin, T.Y.1
  • 39
    • 0010639042 scopus 로고
    • The relationship between rough set theory and evidence theory
    • A. Skowron The relationship between rough set theory and evidence theory Bull. Polish Acad. Sci. Math. 37 1989 87 90
    • (1989) Bull. Polish Acad. Sci. Math. , vol.37 , pp. 87-90
    • Skowron, A.1
  • 40
    • 0001535466 scopus 로고
    • The rough sets theory and evidence theory
    • A. Skowron The rough sets theory and evidence theory Fund. Inform. 13 1990 245 262
    • (1990) Fund. Inform. , vol.13 , pp. 245-262
    • Skowron, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.