메뉴 건너뛰기




Volumn 54, Issue 1, 2013, Pages 149-165

Incomplete decision contexts: Approximate concept construction, rule acquisition and knowledge reduction

Author keywords

Formal concept analysis; Incomplete context; Incomplete decision context; Knowledge reduction; Rough set theory; Rule acquisition

Indexed keywords

CONCEPT LATTICES; DECISION RULES; DISCERNIBILITY MATRIX; FORMAL CONTEXTS; INCOMPLETE CONTEXT; INCOMPLETE DECISION CONTEXT; KNOWLEDGE REDUCTION; NUMERICAL EXPERIMENTS; RULE ACQUISITION;

EID: 84870063097     PISSN: 0888613X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijar.2012.07.005     Document Type: Article
Times cited : (268)

References (58)
  • 1
    • 0000398336 scopus 로고
    • Restructuring lattice theory: An approach based on hierarchies of concepts
    • I. Rival (Ed.) Reidel, Dordrecht-Boston
    • R. Wille, Restructuring lattice theory: an approach based on hierarchies of concepts, in: I. Rival (Ed.), Ordered Sets, Reidel, Dordrecht-Boston, 1982, pp. 445-470.
    • (1982) Ordered Sets , pp. 445-470
    • Wille, R.1
  • 4
    • 84862809634 scopus 로고    scopus 로고
    • Rough sets based matrix approaches with dynamic attribute variation in set-valued information systems
    • J.B. Zhang, T.R. Li, D. Ruan, and D. Liu Rough sets based matrix approaches with dynamic attribute variation in set-valued information systems International Journal of Approximate Reasoning 53 4 2012 620 635
    • (2012) International Journal of Approximate Reasoning , vol.53 , Issue.4 , pp. 620-635
    • Zhang, J.B.1    Li, T.R.2    Ruan, D.3    Liu, D.4
  • 5
    • 0030219309 scopus 로고    scopus 로고
    • Rough concept analysis: A synthesis of rough sets and formal concept analysis
    • R.E. Kent Rough concept analysis: a synthesis of rough sets and formal concept analysis Fundamenta Informaticae 27 1996 169 181
    • (1996) Fundamenta Informaticae , vol.27 , pp. 169-181
    • Kent, R.E.1
  • 7
    • 64249156512 scopus 로고    scopus 로고
    • Concept lattices of fuzzy contexts: Formal concept analysis vs. rough set theory
    • H.L. Lai, and D.X. Zhang Concept lattices of fuzzy contexts: formal concept analysis vs. rough set theory International Journal of Approximate Reasoning 50 2009 695 707
    • (2009) International Journal of Approximate Reasoning , vol.50 , pp. 695-707
    • Lai, H.L.1    Zhang, D.X.2
  • 8
    • 77957902480 scopus 로고    scopus 로고
    • Relation between concept lattice reduction and rough set reduction
    • L. Wei, and J.J. Qi Relation between concept lattice reduction and rough set reduction Knowledge-Based Systems 23 8 2010 934 938
    • (2010) Knowledge-Based Systems , vol.23 , Issue.8 , pp. 934-938
    • Wei, L.1    Qi, J.J.2
  • 9
    • 23844525360 scopus 로고    scopus 로고
    • Exploiting the potential of concept lattices for information retrieval with CREDO
    • C. Carpineto, and G. Romano Exploiting the potential of concept lattices for information retrieval with CREDO Journal of Universal Computer Sciences 10 8 2004 985 1013
    • (2004) Journal of Universal Computer Sciences , vol.10 , Issue.8 , pp. 985-1013
    • Carpineto, C.1    Romano, G.2
  • 10
    • 84904240320 scopus 로고    scopus 로고
    • Machine learning on the basis of formal concept analysis
    • S.O. Kuznetsov Machine learning on the basis of formal concept analysis Automation and Remote Control 62 10 2001 1543 1564
    • (2001) Automation and Remote Control , vol.62 , Issue.10 , pp. 1543-1564
    • Kuznetsov, S.O.1
  • 13
    • 0242415224 scopus 로고    scopus 로고
    • Multi-level knowledge discovery from rule bases
    • D. Richards, and U. Malik Multi-level knowledge discovery from rule bases Applied Artificial Intelligence 17 2003 181 205
    • (2003) Applied Artificial Intelligence , vol.17 , pp. 181-205
    • Richards, D.1    Malik, U.2
  • 14
    • 84974728129 scopus 로고    scopus 로고
    • Intelligent structuring and reducing of association rules with formal concept analysis
    • F. Baader, G. Brewka, T. Eiter, Springer-Verlag Berlin, Heidelberg
    • G. Stumme, R. Taouil, Y. Bastide, N. Pasquier, and L. Lakhal Intelligent structuring and reducing of association rules with formal concept analysis F. Baader, G. Brewka, T. Eiter, Proceedings of KI'2001 2001 Springer-Verlag Berlin, Heidelberg 335 350
    • (2001) Proceedings of KI'2001 , pp. 335-350
    • Stumme, G.1    Taouil, R.2    Bastide, Y.3    Pasquier, N.4    Lakhal, L.5
  • 16
    • 4444337294 scopus 로고    scopus 로고
    • Mining non-redundant association rules
    • M.J. Zaki Mining non-redundant association rules Data Mining and Knowledge Discovery 9 3 2004 223 248
    • (2004) Data Mining and Knowledge Discovery , vol.9 , Issue.3 , pp. 223-248
    • Zaki, M.J.1
  • 18
    • 0030121527 scopus 로고    scopus 로고
    • Reengineering of configurations based on mathematical concept analysis
    • G. Snelting Reengineering of configurations based on mathematical concept analysis ACM Transactions on Software Engineering and Methodology 5 2 1996 146 189
    • (1996) ACM Transactions on Software Engineering and Methodology , vol.5 , Issue.2 , pp. 146-189
    • Snelting, G.1
  • 20
    • 55649087778 scopus 로고    scopus 로고
    • Dependence-space-based attribute reductions in inconsistent decision information systems
    • Y. Leung, J.M. Ma, W.X. Zhang, and T.J. Li Dependence-space-based attribute reductions in inconsistent decision information systems International Journal of Approximate Reasoning 49 3 2008 623 630
    • (2008) International Journal of Approximate Reasoning , vol.49 , Issue.3 , pp. 623-630
    • Leung, Y.1    Ma, J.M.2    Zhang, W.X.3    Li, T.J.4
  • 21
    • 1642525195 scopus 로고    scopus 로고
    • Approaches to knowledge reduction based on variable precision rough sets model
    • J.S. Mi, W.Z. Wu, and W.X. Zhang Approaches to knowledge reduction based on variable precision rough sets model Information Sciences 159 3-4 2004 255 272
    • (2004) Information Sciences , vol.159 , Issue.34 , pp. 255-272
    • Mi, J.S.1    Wu, W.Z.2    Zhang, W.X.3
  • 22
    • 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
  • 23
    • 78651367557 scopus 로고    scopus 로고
    • Hybrid approaches to attribute reduction based on indiscernibility and discernibility relation
    • J. Qian, D.Q. Miao, Z.H. Zhang, and W. Li Hybrid approaches to attribute reduction based on indiscernibility and discernibility relation International Journal of Approximate Reasoning 52 2 2011 212 230
    • (2011) International Journal of Approximate Reasoning , vol.52 , Issue.2 , pp. 212-230
    • Qian, J.1    Miao, D.Q.2    Zhang, Z.H.3    Li, W.4
  • 25
    • 81155150333 scopus 로고    scopus 로고
    • The reduction and fusion of fuzzy covering systems based on the evidence theory
    • T. Feng, S.P. Zhang, and J.S. Mi The reduction and fusion of fuzzy covering systems based on the evidence theory International Journal of Approximate Reasoning 53 1 2012 87 103
    • (2012) International Journal of Approximate Reasoning , vol.53 , Issue.1 , pp. 87-103
    • Feng, T.1    Zhang, S.P.2    Mi, J.S.3
  • 27
    • 2642527794 scopus 로고    scopus 로고
    • A multi-level conceptual data reduction approach based on the Lukasiewicz implication
    • S. Elloumi, J. Jaam, A. Hasnah, A. Jaoua, and I. Nafkha A multi-level conceptual data reduction approach based on the Lukasiewicz implication Information Sciences 163 4 2004 253 262
    • (2004) Information Sciences , vol.163 , Issue.4 , pp. 253-262
    • Elloumi, S.1    Jaam, J.2    Hasnah, A.3    Jaoua, A.4    Nafkha, I.5
  • 28
    • 70449531469 scopus 로고    scopus 로고
    • Concept lattice reduction using fuzzy K-means clustering
    • Ch. Aswani Kumar, and S. Srinivas Concept lattice reduction using fuzzy K-means clustering Expert Systems with Applications 37 3 2010 2696 2704
    • (2010) Expert Systems with Applications , vol.37 , Issue.3 , pp. 2696-2704
    • Aswani Kumar, Ch.1    Srinivas, S.2
  • 30
    • 34248562070 scopus 로고    scopus 로고
    • Reduction method for concept lattices based on rough set theory and its application
    • M. Liu, M.W. Shao, W.X. Zhang, and C. Wu Reduction method for concept lattices based on rough set theory and its application Computers and Mathematics with Applications 53 9 2007 1390 1410
    • (2007) Computers and Mathematics with Applications , vol.53 , Issue.9 , pp. 1390-1410
    • Liu, M.1    Shao, M.W.2    Zhang, W.X.3    Wu, C.4
  • 31
    • 77955421786 scopus 로고    scopus 로고
    • Approaches to attribute reduction in concept lattices induced by axialities
    • J.S. Mi, Y. Leung, and W.Z. Wu Approaches to attribute reduction in concept lattices induced by axialities Knowledge-Based Systems 23 6 2010 504 511
    • (2010) Knowledge-Based Systems , vol.23 , Issue.6 , pp. 504-511
    • Mi, J.S.1    Leung, Y.2    Wu, W.Z.3
  • 32
    • 84863011669 scopus 로고    scopus 로고
    • Attribute reduction in formal contexts: A covering rough set approach
    • T.J. Li, and W.Z. Wu Attribute reduction in formal contexts: a covering rough set approach Fundamenta Informaticae 111 1 2011 15 32
    • (2011) Fundamenta Informaticae , vol.111 , Issue.1 , pp. 15-32
    • Li, T.J.1    Wu, W.Z.2
  • 35
    • 44949215958 scopus 로고    scopus 로고
    • Attribute reduction theory of concept lattice based on decision formal contexts
    • L. Wei, J.J. Qi, and W.X. Zhang Attribute reduction theory of concept lattice based on decision formal contexts Science in China: Series F - Information Sciences 51 7 2008 910 923
    • (2008) Science in China: Series F - Information Sciences , vol.51 , Issue.7 , pp. 910-923
    • Wei, L.1    Qi, J.J.2    Zhang, W.X.3
  • 36
    • 55249092210 scopus 로고    scopus 로고
    • Approaches to knowledge reduction in generalized consistent decision formal context
    • H. Wang, and W.X. Zhang Approaches to knowledge reduction in generalized consistent decision formal context Mathematical and Computer Modelling 48 11-12 2008 1677 1684
    • (2008) Mathematical and Computer Modelling , vol.48 , Issue.1112 , pp. 1677-1684
    • Wang, H.1    Zhang, W.X.2
  • 38
    • 79955026272 scopus 로고    scopus 로고
    • Knowledge reduction in decision formal contexts
    • J.H. Li, C.L. Mei, and Y.J. Lv Knowledge reduction in decision formal contexts Knowledge-Based Systems 24 5 2011 709 715
    • (2011) Knowledge-Based Systems , vol.24 , Issue.5 , pp. 709-715
    • Li, J.H.1    Mei, C.L.2    Lv, Y.J.3
  • 39
    • 79651473729 scopus 로고    scopus 로고
    • A heuristic knowledge-reduction method for decision formal contexts
    • J.H. Li, C.L. Mei, and Y.J. Lv A heuristic knowledge-reduction method for decision formal contexts Computers and Mathematics with Applications 61 4 2011 1096 1106
    • (2011) Computers and Mathematics with Applications , vol.61 , Issue.4 , pp. 1096-1106
    • Li, J.H.1    Mei, C.L.2    Lv, Y.J.3
  • 40
    • 36248994777 scopus 로고    scopus 로고
    • A rough set approach for the discovery of classification rules in interval-valued information systems
    • Y. Leung, M.M. Fischer, W.Z. Wu, and J.S. Mi A rough set approach for the discovery of classification rules in interval-valued information systems International Journal of Approximate Reasoning 47 2 2008 233 246
    • (2008) International Journal of Approximate Reasoning , vol.47 , Issue.2 , pp. 233-246
    • Leung, Y.1    Fischer, M.M.2    Wu, W.Z.3    Mi, J.S.4
  • 42
    • 84958621131 scopus 로고    scopus 로고
    • On the treatment of incomplete knowledge in formal concept analysis
    • B. Ganter, G.W. Mineau, Linguistic, and Computational Issues Springer-Verlag Berlin, Heidelberg
    • P. Burmeister, and R. Holzer On the treatment of incomplete knowledge in formal concept analysis B. Ganter, G.W. Mineau, Conceptual Structures: Logical Linguistic, and Computational Issues 2000 Springer-Verlag Berlin, Heidelberg 385 398
    • (2000) Conceptual Structures: Logical , pp. 385-398
    • Burmeister, P.1    Holzer, R.2
  • 43
    • 84948950879 scopus 로고    scopus 로고
    • Modal logic for evaluating formulas in incomplete contexts
    • U. Priss, D. Corbett, G. Angelova, LNA I Springer-Verlag Berlin, Heidelberg
    • S. Obiedkov Modal logic for evaluating formulas in incomplete contexts U. Priss, D. Corbett, G. Angelova, Conceptual Structures: Integration and Interfaces LNA I vol. 2393 2002 Springer-Verlag Berlin, Heidelberg 314 325
    • (2002) Conceptual Structures: Integration and Interfaces , vol.2393 , pp. 314-325
    • Obiedkov, S.1
  • 44
  • 45
    • 24044552669 scopus 로고    scopus 로고
    • Knowledge acquisition under incomplete knowledge using methods from formal concept analysis: Parts i and II
    • 41-63
    • R. Holzer Knowledge acquisition under incomplete knowledge using methods from formal concept analysis: Parts I and II Fundamenta Informaticae 63 1 2004 17 39 41-63
    • (2004) Fundamenta Informaticae , vol.63 , Issue.1 , pp. 17-39
    • Holzer, R.1
  • 47
    • 0346876953 scopus 로고    scopus 로고
    • Attribute exploration with background knowledge
    • B. Ganter Attribute exploration with background knowledge Theoretical Computer Science 217 2 1999 215 233
    • (1999) Theoretical Computer Science , vol.217 , Issue.2 , pp. 215-233
    • Ganter, B.1
  • 51
    • 79952191194 scopus 로고    scopus 로고
    • Mining gene expression data with pattern structures in formal concept analysis
    • M. Kaytoue, S.O. Kuznetsov, A. Napoli, and S. Duplessis Mining gene expression data with pattern structures in formal concept analysis Information Sciences 181 10 2011 1989 2001
    • (2011) Information Sciences , vol.181 , Issue.10 , pp. 1989-2001
    • Kaytoue, M.1    Kuznetsov, S.O.2    Napoli, A.3    Duplessis, S.4
  • 52
    • 0001369117 scopus 로고
    • An algorithm for computing the maximal rectangles in a binary relation
    • E.M. Norris An algorithm for computing the maximal rectangles in a binary relation Revue Roumaine de Mathematiques Pures et Appliquees 23 2 1978 243 250
    • (1978) Revue Roumaine de Mathematiques Pures et Appliquees , vol.23 , Issue.2 , pp. 243-250
    • Norris, E.M.1
  • 53
    • 0029306863 scopus 로고
    • Incremental concept formation algorithms based on Galois (concept) lattices
    • R. Godin, R. Missaoui, and H. Alaoui Incremental concept formation algorithms based on Galois (concept) lattices Computational Intelligence 11 2 1995 246 267
    • (1995) Computational Intelligence , vol.11 , Issue.2 , pp. 246-267
    • Godin, R.1    Missaoui, R.2    Alaoui, H.3
  • 57
    • 33749668975 scopus 로고    scopus 로고
    • Rough sets and Boolean reasoning
    • Z. Pawlak, and A. Skowron Rough sets and Boolean reasoning Information Sciences 177 2007 41 73
    • (2007) Information Sciences , vol.177 , pp. 41-73
    • Pawlak, Z.1    Skowron, A.2
  • 58
    • 84863387880 scopus 로고    scopus 로고
    • Tech. Rep., Univ. California, Sch. Inform. Comp. Sci., Irvine, CA
    • A. Frank, A. Asuncion, UCI Repository of machine learning databases, Tech. Rep., Univ. California, Sch. Inform. Comp. Sci., Irvine, CA, 2010. Available from: < http://archive.ics.uci.edu/ml >.
    • (2010) UCI Repository of Machine Learning Databases
    • Frank, A.1    Asuncion, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.