메뉴 건너뛰기




Volumn 181, Issue 24, 2011, Pages 5457-5467

Rule learning for classification based on neighborhood covering reduction

Author keywords

Covering reduction; Neighborhood covering; Relative covering reduction; Rough set; Rule learning

Indexed keywords

DATA MINING; DATA REDUCTION; LEARNING SYSTEMS;

EID: 80054063216     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2011.07.038     Document Type: Article
Times cited : (112)

References (46)
  • 4
    • 33947647535 scopus 로고    scopus 로고
    • Multi-criteria classification - A new scheme for application of dominance-based decision rules
    • DOI 10.1016/j.ejor.2006.03.004, PII S0377221706001391
    • J. Błaszczyński, S. Greco, and R. Słowiński Multi-criteria classification - A new scheme for application of dominance-based decision rules European Journal of Operational Research 181 2007 1030 1044 (Pubitemid 46498510)
    • (2007) European Journal of Operational Research , vol.181 , Issue.3 , pp. 1030-1044
    • Blaszczynski, J.1    Greco, S.2    Slowinski, R.3
  • 5
    • 0032092163 scopus 로고    scopus 로고
    • Extensions and intentions in the rough set theory
    • PII S0020025597100469
    • Z. Bonikowski, E. Bryniarski, and U. Wybraniec-Skardowska Extensions and intentions in the rough set theory Information Sciences 107 1998 149 167 (Pubitemid 128383778)
    • (1998) Information Sciences , vol.107 , Issue.1-4 , pp. 149-167
    • Bonikowski, Z.1    Bryniarski, E.2    Wybraniec-Skardowska, U.3
  • 6
    • 34250357173 scopus 로고    scopus 로고
    • A new approach to attribute reduction of consistent and inconsistent covering decision systems with covering rough sets
    • D. Chen, C. Wang, and Q. Hu A new approach to attribute reduction of consistent and inconsistent covering decision systems with covering rough sets Information Sciences 177 2007 3500 3518
    • (2007) Information Sciences , vol.177 , pp. 3500-3518
    • Chen, D.1    Wang, C.2    Hu, Q.3
  • 11
    • 0036472102 scopus 로고    scopus 로고
    • Rough approximation by dominance relations
    • DOI 10.1002/int.10014, A Rough Sets Approach to Knowledge Discovery
    • S. Greco, B. Matarazzo, and R. Słowiński Rough approximation by dominance relations International Journal of Intelligent Systems 17 2002 153 171 (Pubitemid 34167415)
    • (2002) International Journal of Intelligent Systems , vol.17 , Issue.2 , pp. 153-171
    • Greco, S.1    Matarazzo, B.2    Slowinski, R.3
  • 13
    • 70349798298 scopus 로고    scopus 로고
    • Knowledge reduction of covering approximation space, Transactions on Computational Science
    • J. Hu, and G. Wang Knowledge reduction of covering approximation space, Transactions on Computational Science Special Issue on Cognitive Knowledge Representation 2009 69 80
    • (2009) Special Issue on Cognitive Knowledge Representation , pp. 69-80
    • Hu, J.1    Wang, G.2
  • 14
    • 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 2010 4384 4400
    • (2010) Information Sciences , vol.180 , pp. 4384-4400
    • Hu, Q.1    An, S.2    Yu, D.3
  • 16
    • 34547699509 scopus 로고    scopus 로고
    • Hybrid attribute reduction based on a novel fuzzy-rough model and information granulation
    • DOI 10.1016/j.patcog.2007.03.017, PII S0031320307001379
    • Q. Hu, Z. Xie, and D. Yu Hybrid attribute reduction based on a novel fuzzy-rough model and information granulation Pattern Recognition 40 2007 3509 3521 (Pubitemid 47223272)
    • (2007) Pattern Recognition , vol.40 , Issue.12 , pp. 3509-3521
    • Hu, Q.1    Xie, Z.2    Yu, D.3
  • 17
    • 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 2010 2003 2022
    • (2010) Information Sciences , vol.180 , pp. 2003-2022
    • Hu, Q.1    Yu, D.2    Guo, M.3
  • 18
    • 46749140199 scopus 로고    scopus 로고
    • Neighborhood rough set based heterogeneous feature subset selection
    • Q. Hu, D. Yu, J. Liu, and C. Wu Neighborhood rough set based heterogeneous feature subset selection Information Sciences 178 2008 3577 3594
    • (2008) Information Sciences , vol.178 , pp. 3577-3594
    • Hu, Q.1    Yu, D.2    Liu, J.3    Wu, C.4
  • 19
    • 36148978191 scopus 로고    scopus 로고
    • Neighborhood classifiers
    • DOI 10.1016/j.eswa.2006.10.043, PII S0957417406003484
    • Q. Hu, D. Yu, and Z. Xie Neighborhood classifiers Expert Systems with Applications 34 2008 866 876 (Pubitemid 350117461)
    • (2008) Expert Systems with Applications , vol.34 , Issue.2 , pp. 866-876
    • Hu, Q.1    Yu, D.2    Xie, Z.3
  • 20
    • 0001164225 scopus 로고    scopus 로고
    • Axiomatics for fuzzy rough sets
    • PII S0165011497001048
    • N.N. Morsi, and M.M. Yakout Axiomatics for fuzzy rough sets Fuzzy Sets and Systems 100 1998 327 342 (Pubitemid 128654413)
    • (1998) Fuzzy Sets and Systems , vol.100 , Issue.1-3 , pp. 327-342
    • Morsi, N.N.1    Yakout, M.M.2
  • 21
    • 36649038950 scopus 로고    scopus 로고
    • On minimal rule sets for almost all binary information systems
    • Half a Century of Inspirational Research: Honoring the Scientific Influence of Antoni Mazurkiewicz
    • M.J. Moshkov, A. Skowron, and Z. Suraj On minimal rule sets for almost all binary information systems Fundamenta Informaticae 80 2007 247 258 (Pubitemid 350195457)
    • (2007) Fundamenta Informaticae , vol.80 , Issue.1-3 , pp. 247-258
    • Moshkov, M.J.1    Skowron, A.2    Suraj, Z.3
  • 24
    • 77951118185 scopus 로고    scopus 로고
    • Positive approximation: An accelerator for attribute reduction in rough set theory
    • Y. Qian, J. Liang, W. Pedrycz, and C. Dang Positive approximation: an accelerator for attribute reduction in rough set theory Artificial Intelligence 174 2010 597 618
    • (2010) Artificial Intelligence , vol.174 , pp. 597-618
    • Qian, Y.1    Liang, J.2    Pedrycz, W.3    Dang, C.4
  • 25
    • 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
  • 27
    • 19044375446 scopus 로고    scopus 로고
    • The investigation of the Bayesian rough set model
    • DOI 10.1016/j.ijar.2004.11.004, PII S0888613X04001410, Data Mining and Granular Computing
    • D. Slȩzak, and W. Ziarko The investigation of the Bayesian rough set model International Journal of Approximate Reasoning 40 2005 81 91 (Pubitemid 40710220)
    • (2005) International Journal of Approximate Reasoning , vol.40 , Issue.1-2 , pp. 81-91
    • Slezak, D.1    Ziarko, W.2
  • 28
    • 33947141452 scopus 로고    scopus 로고
    • Classification of textual documents using learning vector quantization
    • M.F. Umer, and M.S.H. Khiyal Classification of textual documents using learning vector quantization Information Technology 6 2007 154 159 (Pubitemid 46408503)
    • (2007) Information Technology Journal , vol.6 , Issue.1 , pp. 154-159
    • Umer, M.F.1    Khiyal, M.S.H.2
  • 29
    • 39749128952 scopus 로고    scopus 로고
    • A systematic study on attribute reduction with rough sets based on general binary relations
    • C. Wang, C. Wu, and D. Chen A systematic study on attribute reduction with rough sets based on general binary relations Information Sciences 178 2008 2237 2261
    • (2008) Information Sciences , vol.178 , pp. 2237-2261
    • Wang, C.1    Wu, C.2    Chen, D.3
  • 30
    • 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. Wang, E.C. Tsang, S. Zhao, D. 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
  • 32
    • 37249058009 scopus 로고    scopus 로고
    • Attribute reduction based on evidence theory in incomplete decision systems
    • DOI 10.1016/j.ins.2007.10.006, PII S0020025507004902
    • W. Wu Attribute reduction based on evidence theory in incomplete decision systems Information Sciences 178 2008 1355 1371 (Pubitemid 350266637)
    • (2008) Information Sciences , vol.178 , Issue.5 , pp. 1355-1371
    • Wu, W.-Z.1
  • 33
    • 0037403099 scopus 로고    scopus 로고
    • Generalized fuzzy rough sets
    • W. Wu, J. Mi, and W. Zhang Generalized fuzzy rough sets Information Sciences 151 2003 263 282
    • (2003) Information Sciences , vol.151 , pp. 263-282
    • Wu, W.1    Mi, J.2    Zhang, W.3
  • 34
    • 1642525198 scopus 로고    scopus 로고
    • Constructive and axiomatic approaches of fuzzy approximation operators
    • W. Wu, and W. Zhang Constructive and axiomatic approaches of fuzzy approximation operators Information Sciences 159 2004 233 254
    • (2004) Information Sciences , vol.159 , pp. 233-254
    • Wu, W.1    Zhang, W.2
  • 35
    • 76049091872 scopus 로고    scopus 로고
    • Reduction about approximation spaces of covering generalized rough sets
    • T. Yang, and Q. Li Reduction about approximation spaces of covering generalized rough sets International Journal of Approximate Reasoning 51 2010 335 345
    • (2010) International Journal of Approximate Reasoning , vol.51 , pp. 335-345
    • Yang, T.1    Li, Q.2
  • 36
    • 52949092454 scopus 로고    scopus 로고
    • Probabilistic rough sets: Approximations, decision-makings, and applications
    • J. Yao, Y. Yao, and W. Ziarko Probabilistic rough sets: approximations, decision-makings, and applications International Journal of Approximate Reasoning 49 2008 253 254
    • (2008) International Journal of Approximate Reasoning , vol.49 , pp. 253-254
    • Yao, J.1    Yao, Y.2    Ziarko, W.3
  • 39
    • 45849092954 scopus 로고    scopus 로고
    • Attribute reduction in decision-theoretic rough set models
    • Y. Yao, and Y. Zhao Attribute reduction in decision-theoretic rough set models Information Sciences 178 2008 3356 3373
    • (2008) Information Sciences , vol.178 , pp. 3356-3373
    • Yao, Y.1    Zhao, Y.2
  • 41
    • 0005755397 scopus 로고
    • Approximations in the space (u, π)
    • W. Zakowski Approximations in the space (u, π) Demonstratio Mathematica 16 1983 761 769
    • (1983) Demonstratio Mathematica , vol.16 , pp. 761-769
    • Zakowski, W.1
  • 43
    • 55949128171 scopus 로고    scopus 로고
    • Relationship between generalized rough sets based on binary relation and covering
    • W. Zhu Relationship between generalized rough sets based on binary relation and covering Information Sciences 179 2009 210 225
    • (2009) Information Sciences , vol.179 , pp. 210-225
    • Zhu, W.1
  • 44
    • 0037621960 scopus 로고    scopus 로고
    • Reduction and axiomization of covering generalized rough sets
    • W. Zhu, and F. Wang Reduction and axiomization of covering generalized rough sets Information Science 152 2003 217 230
    • (2003) Information Science , vol.152 , pp. 217-230
    • Zhu, W.1    Wang, F.2
  • 46
    • 0027543613 scopus 로고
    • Variable precision rough set model
    • DOI 10.1016/0022-0000(93)90048-2
    • W. Ziarko Variable precision rough set model Journal of Computer and System Sciences 46 1993 39 59 (Pubitemid 23639120)
    • (1993) Journal of Computer and System Sciences , vol.46 , Issue.1 , pp. 39-59
    • Ziarko Wojciech1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.