메뉴 건너뛰기




Volumn 38, Issue 10, 2011, Pages 12249-12261

Rule extraction based on granulation order in interval-valued fuzzy information system

Author keywords

Granulation order; Interval valued fuzzy information system; Interval valued rough fuzzy sets; Rule extraction

Indexed keywords

APPROXIMATION METHODS; ATTRIBUTE REDUCTION; ATTRIBUTE VALUES; CLASSIFICATION PERFORMANCE; DATA COMPLETENESS; FUZZY INFORMATION SYSTEMS; FUZZY RULE EXTRACTION; INTERVAL-VALUED; RULE EXTRACTION;

EID: 79958000935     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2011.04.003     Document Type: Article
Times cited : (21)

References (47)
  • 1
    • 0142025113 scopus 로고    scopus 로고
    • An adaptive rough fuzzy single pass algorithm for clustering large data sets
    • DOI 10.1016/S0031-3203(03)00081-5
    • S. Asharafa, and M.N. Murty An adaptive rough fuzzy single pass algorithm for clustering large data sets Pattern Recognition 36 2003 3015 3018 (Pubitemid 37293409)
    • (2003) Pattern Recognition , vol.36 , Issue.12 , pp. 3015-3018
    • Asharaf, S.1    Murty, M.N.2
  • 2
    • 4944246971 scopus 로고    scopus 로고
    • A rough fuzzy approach to web usage categorization
    • S. Asharafa, and M.N. Murty A rough fuzzy approach to web usage categorization Fuzzy Sets and Systems 148 2004 119 129
    • (2004) Fuzzy Sets and Systems , vol.148 , pp. 119-129
    • Asharafa, S.1    Murty, M.N.2
  • 3
    • 19944424801 scopus 로고    scopus 로고
    • On the compact computational domain of fuzzy-rough sets
    • DOI 10.1016/j.patrec.2005.01.006, PII S016786550500019X
    • R.B. Bhatt, and M. Gopal On the compact computational domain of fuzzy-rough sets Pattern Recognition Letters 26 2005 1632 1640 (Pubitemid 40752292)
    • (2005) Pattern Recognition Letters , vol.26 , Issue.11 , pp. 1632-1640
    • Bhatt, R.B.1    Gopal, M.2
  • 4
    • 17444379002 scopus 로고    scopus 로고
    • On fuzzy-rough sets approach to feature selection
    • DOI 10.1016/j.patrec.2004.09.044, PII S0167865504002910
    • R.B. Bhatt, and M. Gopal On fuzzy-rough sets approach to feature selection Pattern Recognition Letters 26 2005 965 975 (Pubitemid 40538756)
    • (2005) Pattern Recognition Letters , vol.26 , Issue.7 , pp. 965-975
    • Bhatt, R.B.1    Gopal, M.2
  • 5
    • 33947261538 scopus 로고    scopus 로고
    • A novel approach to fuzzy rough sets based on a fuzzy covering
    • T.Q. Deng, Y.M. Chen, W.L. Xu, and Q.H. Dai A novel approach to fuzzy rough sets based on a fuzzy covering Information Sciences 177 2007 2308 2326
    • (2007) Information Sciences , vol.177 , pp. 2308-2326
    • Deng, T.Q.1    Chen, Y.M.2    Xu, W.L.3    Dai, Q.H.4
  • 6
    • 0023380153 scopus 로고
    • Twofold fuzzy sets and rough sets-some issues in knowledge representation
    • DOI 10.1016/0165-0114(87)90096-0
    • D. Dubois, and H. Prade Twofold fuzzy sets and rough sets-some issues in knowledge representation Fuzzy Sets and Systems 23 1987 3 18 (Pubitemid 18536755)
    • (1987) Fuzzy Sets and Systems , vol.23 , Issue.1 , pp. 3-18
    • Dubois Didier1    Prade Henri2
  • 8
    • 39149094943 scopus 로고    scopus 로고
    • Rough set theory for the interval-valued fuzzy information systems
    • Z.T. Gong, B.Z. Sun, and D.G. Chen Rough set theory for the interval-valued fuzzy information systems Information Sciences 178 2008 1968 1985
    • (2008) Information Sciences , vol.178 , pp. 1968-1985
    • Gong, Z.T.1    Sun, B.Z.2    Chen, D.G.3
  • 9
    • 38249027962 scopus 로고
    • Interval-valued fuzzy controller based on verbal modal of object
    • B. Gorzalczany Interval-valued fuzzy controller based on verbal modal of object Fuzzy Sets and Systems 28 1988 45 53
    • (1988) Fuzzy Sets and Systems , vol.28 , pp. 45-53
    • Gorzalczany, B.1
  • 11
    • 4444353068 scopus 로고    scopus 로고
    • A comparison of several approaches to missing attribute values in data mining
    • J.W. Grzymala-Busse, and M. Hu A comparison of several approaches to missing attribute values in data mining W. Ziarko, Y. Yao, RSCTC'00, Lecture Notes in Artificial Intelligence Vol. 2005 2001 Springer Berlin 378 385
    • (2001) RSCTC'00, Lecture Notes in Artificial Intelligence , vol.2005 , pp. 378-385
    • Grzymala-Busse, J.W.1    Hu, M.2
  • 14
    • 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 Letters 27 2006 414 423
    • (2006) Pattern Recognition Letters , vol.27 , pp. 414-423
    • Hu, Q.H.1    Yu, D.R.2    Xie, Z.X.3
  • 15
    • 34547699509 scopus 로고    scopus 로고
    • Hybrid attribute reduction based on a novel fuzzy-rough model and information granulation
    • H. Hu, Z.X. Xie, and D.R. Yu Hybrid attribute reduction based on a novel fuzzy-rough model and information granulation Pattern Recognition 40 2007 3509 3521
    • (2007) Pattern Recognition , vol.40 , pp. 3509-3521
    • Hu, H.1    Xie, Z.X.2    Yu, D.R.3
  • 16
    • 0348170835 scopus 로고    scopus 로고
    • Fuzzy-rough attribute reduction with application to web categorization
    • R. Jensen, and Q. Shen Fuzzy-rough attribute 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
  • 17
    • 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 Transactions on 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
  • 18
    • 22144446410 scopus 로고    scopus 로고
    • The product structure of fuzzy rough sets on a group and the rough T-fuzzy group
    • J.S. Jiang, C.X. Wu, and D.G. Chen The product structure of fuzzy rough sets on a group and the rough T-fuzzy group Information Sciences 175 2005 97 107
    • (2005) Information Sciences , vol.175 , pp. 97-107
    • Jiang, J.S.1    Wu, C.X.2    Chen, D.G.3
  • 21
    • 33645961893 scopus 로고    scopus 로고
    • Rough set approximation based on dynamic granulation
    • Slezak, D. et al. (Eds.), LNAI
    • Liang, J. Y., Qian, Y. H., Chu, C. Y., Li, D. Y., & Wang, J. H. (2005). Rough set approximation based on dynamic granulation. In Slezak, D. et al. (Eds.), RSFDGrC 2005. LNAI (Vol. 3641, pp. 701-708).
    • (2005) RSFDGrC 2005 , vol.3641 , pp. 701-708
    • Liang, J.Y.1    Qian, Y.H.2    Chu, C.Y.3    Li, D.Y.4    Wang, J.H.5
  • 22
    • 79953274319 scopus 로고    scopus 로고
    • Generated construction of interval valued fuzzy sets
    • H.W. Liu Generated construction of interval valued fuzzy sets Journal of Shandong University of Technology 30 2000 547 551
    • (2000) Journal of Shandong University of Technology , vol.30 , pp. 547-551
    • Liu, H.W.1
  • 24
    • 41749092973 scopus 로고    scopus 로고
    • Maximal consistent extensions of information systems relative to their theories
    • M. Moshkov, A. Skowron, and Z. Suraj Maximal consistent extensions of information systems relative to their theories Information Sciences 178 2008 2600 2620
    • (2008) Information Sciences , vol.178 , pp. 2600-2620
    • Moshkov, M.1    Skowron, A.2    Suraj, Z.3
  • 26
    • 40649117648 scopus 로고    scopus 로고
    • Converse approximation and rule extraction from decision tables in rough set theory
    • Y.H. Qian Converse approximation and rule extraction from decision tables in rough set theory Computers and Mathematics with Applications 55 2008 1754 1765
    • (2008) Computers and Mathematics with Applications , vol.55 , pp. 1754-1765
    • Qian, Y.H.1
  • 27
    • 79953274460 scopus 로고    scopus 로고
    • Completing the default in non-completed data tables using valued tolerance relation
    • H.N. Qin Completing the default in non-completed data tables using valued tolerance relation Journal of Wuyi University 19 2005 42 44
    • (2005) Journal of Wuyi University , vol.19 , pp. 42-44
    • Qin, H.N.1
  • 28
    • 0036498107 scopus 로고    scopus 로고
    • A comparative study of fuzzy rough sets
    • DOI 10.1016/S0165-0114(01)00032-X, PII S016501140100032X
    • A.M. Radzikowska, and E.E. Kerre A comparative study of fuzzy rough sets Fuzzy Sets and Systems 126 2002 137 155 (Pubitemid 34116140)
    • (2002) Fuzzy Sets and Systems , vol.126 , Issue.2 , pp. 137-155
    • Radzikowska, A.M.1    Kerre, E.E.2
  • 29
    • 17444379002 scopus 로고    scopus 로고
    • On fuzzy-rough sets approach to feature selection
    • DOI 10.1016/j.patrec.2004.09.044, PII S0167865504002910
    • B.B. Rajen, and M. Gopal On fuzzy-rough sets approach to feature selection Pattern Recognition Letters 26 2005 965 975 (Pubitemid 40538756)
    • (2005) Pattern Recognition Letters , vol.26 , Issue.7 , pp. 965-975
    • Bhatt, R.B.1    Gopal, M.2
  • 31
    • 2442713045 scopus 로고    scopus 로고
    • Soft data mining, computational theory of perceptions, and rough-fuzzy approach
    • K.P. Sankar Soft data mining, computational theory of perceptions, and rough-fuzzy approach Information Sciences 163 2004 5 12
    • (2004) Information Sciences , vol.163 , pp. 5-12
    • Sankar, K.P.1
  • 32
    • 0036833247 scopus 로고    scopus 로고
    • A rough-fuzzy approach for generating classification rules
    • DOI 10.1016/S0031-3203(01)00229-1, PII S0031320301002291
    • Q. Shen, and A. Chouchoulas A rough-fuzzy approach for generating classification rules Pattern Recognition 35 2002 2425 2438 (Pubitemid 34961613)
    • (2002) Pattern Recognition , vol.35 , Issue.11 , pp. 2425-2438
    • Shen, Q.1    Chouchoulas, A.2
  • 33
    • 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
  • 36
    • 0000038881 scopus 로고
    • Interval-valued fuzzy sets based on normal forms
    • B. Turksen Interval-valued fuzzy sets based on normal forms Fuzzy Sets and Systems 20 1986 191 210
    • (1986) Fuzzy Sets and Systems , vol.20 , pp. 191-210
    • Turksen, B.1
  • 39
    • 34447536352 scopus 로고    scopus 로고
    • Learning fuzzy rules from fuzzy samples based on rough set technique
    • DOI 10.1016/j.ins.2007.04.010, PII S0020025507002149
    • X.Z. Wang, E.C.C. Tsang, S.Y. Zhao, D.G. Chen, and D.S. Yeung Learning fuzzy rules from fuzzy samples based on rough set technique Information Sciences 177 2007 4493 4514 (Pubitemid 47079039)
    • (2007) Information Sciences , vol.177 , Issue.20 , pp. 4493-4514
    • Wang, X.1    Tsang, E.C.C.2    Zhao, S.3    Chen, D.4    Yeung, D.S.5
  • 40
    • 45649085354 scopus 로고    scopus 로고
    • Induction of multiple fuzzy decision trees based on rough set technique
    • X.Z. Wang, J.H. Zhai, and S.X. Lu Induction of multiple fuzzy decision trees based on rough set technique Information Sciences 178 2008 3188 3202
    • (2008) Information Sciences , vol.178 , pp. 3188-3202
    • Wang, X.Z.1    Zhai, J.H.2    Lu, S.X.3
  • 41
    • 0037213698 scopus 로고    scopus 로고
    • Mining stock price using fuzzy rough set system
    • Y.F. Wang Mining stock price using fuzzy rough set system Expert Systems with Applications 24 2003 13 23
    • (2003) Expert Systems with Applications , vol.24 , pp. 13-23
    • Wang, Y.F.1
  • 43
    • 0000868331 scopus 로고
    • Introduction of fuzzy decision tree
    • Y.F. Yuan, and M.J. Shaw Introduction of fuzzy decision tree Fuzzy Sets and Systems 69 1995 125 139
    • (1995) Fuzzy Sets and Systems , vol.69 , pp. 125-139
    • Yuan, Y.F.1    Shaw, M.J.2
  • 46
    • 40849123943 scopus 로고    scopus 로고
    • On generalized intuitionistic fuzzy rough approximation operators
    • L. Zhou, and W.Z. Wu On generalized intuitionistic fuzzy rough approximation operators Information Sciences 178 2008 2448 2465
    • (2008) Information Sciences , vol.178 , pp. 2448-2465
    • Zhou, L.1    Wu, W.Z.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.