메뉴 건너뛰기




Volumn 25, Issue 2, 2013, Pages 303-313

An improved algorithm for calculating fuzzy attribute reducts

Author keywords

attribute reduct; fuzzy decision table; fuzzy discernibility matrix; fuzzy rough sets; Rough sets

Indexed keywords

ATTRIBUTE REDUCT; COMPUTATION COMPLEXITY; CONDITION ATTRIBUTES; DECISION ATTRIBUTE; DISCERNIBILITY MATRIX; FUZZY ATTRIBUTES; FUZZY DECISION TABLES; FUZZY-ROUGH SETS;

EID: 84878832827     PISSN: 10641246     EISSN: 18758967     Source Type: Journal    
DOI: 10.3233/IFS-2012-0637     Document Type: Article
Times cited : (9)

References (50)
  • 2
    • 37649025490 scopus 로고    scopus 로고
    • FRCT: Fuzzy-rough classification trees
    • R.B. Bhatt and M. Gopal, FRCT: Fuzzy-rough classification trees, Pattern Analysis & Applications 11(1) (2008), 73-88.
    • (2008) Pattern Analysis & Applications , vol.11 , Issue.1 , pp. 73-88
    • Bhatt, R.B.1    Gopal, M.2
  • 3
    • 17444379002 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 Letters 26(7) (2005), 965-975.
    • (2005) Pattern Recognition Letters , vol.26 , Issue.7 , pp. 965-975
    • Bhatt, R.B.1    Gopal, M.2
  • 5
    • 0030734056 scopus 로고    scopus 로고
    • Approximation of fuzzy concepts in decision making
    • S. Bodjanova, Approximation of fuzzy concepts in decision making, Fuzzy Sets and Systems 85(1) (1997), 23-29.
    • (1997) Fuzzy Sets and Systems , vol.85 , Issue.1 , pp. 23-29
    • Bodjanova, S.1
  • 7
    • 80052924367 scopus 로고    scopus 로고
    • Parameterized attribute reduction with Gaussian kernel based fuzzy rough sets
    • D.G. Chen, Q.H. Hu and Y.P. Yang, Parameterized attribute reduction with Gaussian kernel based fuzzy rough sets, Information Sciences 181(23) (2011), 5169-5179.
    • (2011) Information Sciences , vol.181 , Issue.23 , pp. 5169-5179
    • Chen, D.G.1    Hu, Q.H.2    Yang, Y.P.3
  • 9
    • 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
  • 12
    • 38249041487 scopus 로고
    • Onthe concept of fuzzy point
    • G. Gerla, Onthe concept of fuzzy point, Fuzzy Sets and Systems 18(2) (1986), 159-172.
    • (1986) Fuzzy Sets and Systems , vol.18 , Issue.2 , pp. 159-172
    • Gerla, G.1
  • 13
    • 42549092067 scopus 로고    scopus 로고
    • Fuzzy regression analysis by support vector learning approach
    • P.Y. Hao and J.H. Chiang, Fuzzy regression analysis by support vector learning approach, IEEE Transactions on Fuzzy Systems 16(2) (2008), 428-441.
    • (2008) IEEE Transactions on Fuzzy Systems , vol.16 , Issue.2 , pp. 428-441
    • Hao, P.Y.1    Chiang, J.H.2
  • 14
    • 33845214650 scopus 로고    scopus 로고
    • Fuzzy rough sets hybrid scheme for breast cancer detection
    • A. Hassanien, Fuzzy rough sets hybrid scheme for breast cancer detection, Image and Vision Computing 25(2) (2007), 172-183.
    • (2007) Image and Vision Computing , vol.25 , Issue.2 , pp. 172-183
    • Hassanien, A.1
  • 15
    • 77956394680 scopus 로고    scopus 로고
    • Soft fuzzy rough sets for robust feature evaluation and selection
    • Q. Hu, S. An and D.Yu, Soft fuzzy rough sets for robust feature evaluation and selection, Information Sciences 180(22) (2010), 4384-4400.
    • (2010) Information Sciences , vol.180 , Issue.22 , pp. 4384-4400
    • Hu, Q.1    An, S.2    Yu, D.3
  • 16
    • 80052267804 scopus 로고    scopus 로고
    • Robust fuzzy rough classifiers
    • Q. Hu, S. An, X. Yu, et al., Robust fuzzy rough classifiers, Fuzzy Sets and Systems 183(1) (2011), 26-43.
    • (2011) Fuzzy Sets and Systems , vol.183 , Issue.1 , pp. 26-43
    • Hu, Q.1    An, S.2    Yu, X.3
  • 17
    • 34547699509 scopus 로고    scopus 로고
    • Hybrid attribute reduction based on a novel fuzzy-rough model and information granulation
    • Q. Hu, Z. Xie and D. Yu, Hybrid attribute reduction based on a novel fuzzy-rough model and information granulation, Pattern Recognition 40(12) (2007), 3509-3521.
    • (2007) Pattern Recognition , vol.40 , Issue.12 , pp. 3509-3521
    • Hu, Q.1    Xie, Z.2    Yu, D.3
  • 18
    • 77549087084 scopus 로고    scopus 로고
    • Fuzzy preference based rough sets
    • Q. Hu, D. Yu and M. Guo, Fuzzy preference based rough sets, Information Sciences 180(10) (2010), 2003-2022.
    • (2010) Information Sciences , vol.180 , Issue.10 , pp. 2003-2022
    • Hu, Q.1    Yu, D.2    Guo, M.3
  • 19
    • 32644440353 scopus 로고    scopus 로고
    • Information-preserving hybrid data reduction based on fuzzy-rough techniques
    • Q. Hu, D. Yu and Z. Xie, Information-preserving hybrid data reduction based on fuzzy-rough techniques, Pattern Recognition Letters 27(5) (2006), 414-423.
    • (2006) Pattern Recognition Letters , vol.27 , Issue.5 , pp. 414-423
    • Hu, Q.1    Yu, D.2    Xie, Z.3
  • 20
    • 76049113696 scopus 로고    scopus 로고
    • Gaussian kernel based fuzzy rough sets: Model, uncertainty measures and applications
    • Q. Hu, L. Zhang, D. Chen, et al., Gaussian kernel based fuzzy rough sets: Model, uncertainty measures and applications, International Journal Approximate Reasoning 51(4) (2010), 453-471.
    • (2010) International Journal Approximate Reasoning , vol.51 , Issue.4 , pp. 453-471
    • Hu, Q.1    Zhang, L.2    Chen, D.3
  • 21
    • 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
  • 22
    • 68849126540 scopus 로고    scopus 로고
    • Newapproaches to fuzzy-rough feature selection
    • R. Jensen and Q. Shen, Newapproaches to fuzzy-rough feature selection, IEEE Transactions on Fuzzy Systems 17(4) (2009), 824-838.
    • (2009) IEEE Transactions on Fuzzy Systems , vol.17 , Issue.4 , pp. 824-838
    • Jensen, R.1    Shen, Q.2
  • 24
    • 38249009996 scopus 로고
    • Fuzzy rough sets: Application to feature selection
    • L.I. Kuncheva, Fuzzy rough sets: Application to feature selection, Fuzzy Sets and Systems 51(2) (1992), 147-153.
    • (1992) Fuzzy Sets and Systems , vol.51 , Issue.2 , pp. 147-153
    • Kuncheva, L.I.1
  • 25
    • 1342328031 scopus 로고    scopus 로고
    • An axiomatic characterization of a fuzzy generalization of rough sets
    • J.S. Mi and W.X. Zhang, An axiomatic characterization of a fuzzy generalization of rough sets, Information Sciences 160(1-4) (2004), 235-249.
    • (2004) Information Sciences , vol.160 , Issue.1-4 , pp. 235-249
    • Mi, J.S.1    Zhang, W.X.2
  • 26
    • 34247276452 scopus 로고    scopus 로고
    • Fuzzy equivalence relations and their equivalence classes
    • C. Miroslav, I. Jelena and B. Stojan, Fuzzy equivalence relations and their equivalence classes, Fuzzy Sets and Systems 158(12) (2007), 1295-1313.
    • (2007) Fuzzy Sets and Systems , vol.158 , Issue.12 , pp. 1295-1313
    • Miroslav, C.1    Jelena, I.2    Stojan, B.3
  • 27
    • 0001164225 scopus 로고    scopus 로고
    • Axiomatics for fuzzy rough sets
    • N.N. Morsi and M.M. Yakout, Axiomatics for fuzzy rough sets, Fuzzy Sets and Systems 100(1-3) (1998), 327-342.
    • (1998) Fuzzy Sets and Systems , vol.100 , Issue.1-3 , pp. 327-342
    • Morsi, N.N.1    Yakout, M.M.2
  • 28
    • 0000228330 scopus 로고
    • Fuzzy rough sets
    • S. Nanda, Fuzzy rough sets, Fuzzy Sets and Systems 45(2) (1992), 157-160.
    • (1992) Fuzzy Sets and Systems , vol.45 , Issue.2 , pp. 157-160
    • Nanda, S.1
  • 29
    • 76749110434 scopus 로고    scopus 로고
    • A distance measure approach to exploring the rough set boundary region for attribute reduction
    • N. Parthalain, R. Jensen and Q. Shen, A distance measure approach to exploring the rough set boundary region for attribute reduction, IEEE Transactions on Knowledge and Data Engineering 22(3) (2010), 305-317.
    • (2010) IEEE Transactions on Knowledge and Data Engineering , vol.22 , Issue.3 , pp. 305-317
    • Parthalain, N.1    Jensen, R.2    Shen, Q.3
  • 31
    • 0036498107 scopus 로고    scopus 로고
    • A comparative study of fuzzy rough sets
    • A.M. Radzikowska and E.E. Kerre, A comparative study of fuzzy rough sets, Fuzzy Sets and Systems 126(22) (2002), 137-155.
    • (2002) Fuzzy Sets and Systems , vol.126 , Issue.22 , pp. 137-155
    • Radzikowska, A.M.1    Kerre, E.E.2
  • 32
    • 17644430909 scopus 로고    scopus 로고
    • Rough set analysis of a general type of fuzzy data using transitive aggregations of fuzzy similarity relations
    • J.M.F. Salido and S. Murakami, Rough set analysis of a general type of fuzzy data using transitive aggregations of fuzzy similarity relations, Fuzzy Sets Systems 139(3) (2003), 635-660.
    • (2003) Fuzzy Sets Systems , vol.139 , Issue.3 , pp. 635-660
    • Salido, J.M.F.1    Murakami, S.2
  • 33
    • 34547577484 scopus 로고    scopus 로고
    • Fuzzy-rough nearest neighbor algorithms in classification
    • M. Sarkar, Fuzzy-rough nearest neighbor algorithms in classification, Fuzzy Sets and Systems 158(19) (2007), 2134- 2152.
    • (2007) Fuzzy Sets and Systems , vol.158 , Issue.19 , pp. 2134-2152
    • Sarkar, M.1
  • 34
    • 2442528339 scopus 로고    scopus 로고
    • Selecting informative features with fuzzy-rough sets and its application for complex systems monitoring
    • Q. Shen and R. Jensen, Selecting informative features with fuzzy-rough sets and its application for complex systems monitoring, Pattern Recognition 7(7) (2004), 1351-1363.
    • (2004) Pattern Recognition , vol.7 , Issue.7 , pp. 1351-1363
    • Shen, Q.1    Jensen, R.2
  • 36
    • 0034294201 scopus 로고    scopus 로고
    • Improving learning accuracy of fuzzy decision trees by hybrid neural networks
    • E.C.C. Tsang, X.Z.Wang and D.S. Yeung, Improving learning accuracy of fuzzy decision trees by hybrid neural networks, IEEE Transactions on Fuzzy Systems 8(5) (2000), 601-614.
    • (2000) IEEE Transactions on Fuzzy Systems , vol.8 , Issue.5 , pp. 601-614
    • Tsang, E.C.C.1    Wang, X.Z.2    Yeung, D.S.3
  • 38
    • 0032593633 scopus 로고    scopus 로고
    • Learning optimization in simplifying fuzzy rules
    • X.Z. Wang and J.R. Hong, Learning optimization in simplifying fuzzy rules, Fuzzy Sets and Systems 106(3) (1999), 349-356.
    • (1999) Fuzzy Sets and Systems , vol.106 , Issue.3 , pp. 349-356
    • Wang, X.Z.1    Hong, J.R.2
  • 39
    • 0035501962 scopus 로고    scopus 로고
    • A new approach to fuzzy rule generation: Fuzzy extension matrix
    • X.Z.Wang, Y.D.Wang and X.F. Xu, A new approach to fuzzy rule generation: Fuzzy extension matrix, Fuzzy Sets and Systems 123(3) (2001) 291-306.
    • (2001) Fuzzy Sets and Systems , vol.123 , Issue.3 , pp. 291-306
    • Wang, X.Z.1    Wang, Y.D.2    Xu, X.F.3
  • 41
    • 1642525198 scopus 로고    scopus 로고
    • Constructive and axiomatic approaches of fuzzy approximation operators
    • W.Z. Wu and W.X. Zhang, Constructive and axiomatic approaches of fuzzy approximation operators, Information Sciences 159(3-4) (2004), 233-254.
    • (2004) Information Sciences , vol.159 , Issue.3-4 , pp. 233-254
    • Wu, W.Z.1    Zhang, W.X.2
  • 42
    • 79951942978 scopus 로고    scopus 로고
    • Attribute reduction based on generalized fuzzy evidence theory in fuzzy decision systems
    • Y.Q. Yao, J.S. Mi and Z.J. Li, Attribute reduction based on generalized fuzzy evidence theory in fuzzy decision systems, Fuzzy Sets and Systems 170(1) (2011), 64-75.
    • (2011) Fuzzy Sets and Systems , vol.170 , Issue.1 , pp. 64-75
    • Yao, Y.Q.1    Mi, J.S.2    Li, Z.J.3
  • 43
    • 0012821345 scopus 로고    scopus 로고
    • Combination of rough and fuzzy sets based on -level sets
    • T.Y. Lin and N. Cercone, (Eds.), Kluwer Academic Publishers, Boston
    • Y.Y. Yao, Combination of rough and fuzzy sets based on -level sets in: Rough Sets and Data Mining: Analysis for Imprecise Data, T.Y. Lin and N. Cercone, (Eds.), Kluwer Academic Publishers, Boston, (1997), pp. 301-321.
    • (1997) Rough Sets and Data Mining: Analysis for Imprecise Data , pp. 301-321
    • Yao, Y.Y.1
  • 46
    • 79956205684 scopus 로고    scopus 로고
    • Fuzzy decision tree based on fuzzy-rough technique
    • J.H. Zhai, Fuzzy decision tree based on fuzzy-rough technique, Soft Computing 15(6) (2011), 1087-1096.
    • (2011) Soft Computing , vol.15 , Issue.6 , pp. 1087-1096
    • Zhai, J.H.1
  • 48
    • 84866551073 scopus 로고    scopus 로고
    • Two-stage dimensionality reduction approach based on 2DLDA and fuzzy rough sets technique
    • H.X. Zhao, H.J. Xing and X.Z.Wang, Two-stage dimensionality reduction approach based on 2DLDA and fuzzy rough sets technique, Neurocomputing 74(17) (2011), 3722-3727.
    • (2011) Neurocomputing , vol.74 , Issue.17 , pp. 3722-3727
    • Zhao, H.X.1    Xing, H.J.2    Wang, X.Z.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.