Knowledge reduction in real decision formal contexts

Information Sciences

Volumn 189, Issue , 2012, Pages 191-207

  Li, Jinhai ^a   Mei, Changlin ^a   Lv, Yuejin ^b  

^a XI'AN JIAOTONG UNIVERSITY   (China)

^b GUANGXI UNIVERSITY   (China)

Author keywords

Concept lattice; Knowledge reduction; Real decision formal context; Real formal context; Rule acquisition

Indexed keywords

CONCEPT LATTICES; FORMAL CONTEXTS; KNOWLEDGE REDUCTION; REAL FORMAL CONTEXT; RULE ACQUISITION;

BOOLEAN FUNCTIONS; MERGERS AND ACQUISITIONS;

NUMERICAL METHODS;

EID: 84855880165     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2011.11.041     Document Type: Article

References (29)

1. R. Belohlávek Fuzzy Galois connections Mathematical Logic Quarterly 45 4 1999 497 504
2. R. Belohlávek Logic precision in concept lattices Journal of Logic and Computation 12 2002 137 148
3. R. Belohlávek Concept lattices and order in fuzzy logic Annals of Pure and Applied Logic 128 1-3 2004 277 298 (Pubitemid 38613209)
4. A. Burusco, and R. Fuentes-González The study of the L-fuzzy concept lattice Mathware and Soft Computing 3 1994 209 218
5. A. Burusco, and R. Fuentes-González Concept lattices defined from implication operators Fuzzy Sets and Systems 114 3 2000 431 436
6. C. Carpineto, and G. Romano Galois: an order-theoretic approach to conceptual clustering P. Utgoff, Proceedings of the 1993 International Conference on Machine Learning (ICML'93) 1993 Elsevier Amherst 33 40
7. C. Carpineto, and G. Romano A lattice conceptual clustering system and its application to browsing retrieval Machine Learning 10 1996 95 122 (Pubitemid 126724381)
8. C. Carpineto, and G. Romano Exploiting the potential of concept lattices for information retrieval with CREDO Journal of Universal Computer Science 10 8 2004 985 1013 (Pubitemid 41151532)
9. R. Cole, P. Eklund, and G. Stumme Document retrieval for e-mail search and discovery using formal concept analysis Applied Artificial Intelligence 17 3 2003 257 280
10. I. Düntsch, G. Gediga, Modal-style operators in qualitative data analysis, in: Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002, pp. 155-162.
11. 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
12. B. Ganter, and R. Wille Formal Concept Analysis Mathematical Foundations 1999 Springer Berlin
13. G. Georgescu, and A. Popescu Non-commutative fuzzy Galois connections Soft Computing 7 2003 458 467 (Pubitemid 36777109)
14. A. Jaoua, S. Elloumi, and Galois connection formal concepts and Galois lattice in real relations: application in a real classifier The Journal of Systems and Software 60 2002 149 163 (Pubitemid 34154115)
15. L.F. Li, and J.K. Zhang Attribute reduction in fuzzy concept lattices based on T implication Knowledge-Based Systems 23 6 2010 497 503
16. 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 (Pubitemid 46756160)
17. A. Popescu A general approach to fuzzy concepts Mathematical Logic Quarterly 50 3 2004 265 280 (Pubitemid 40004273)
18. A. Skowron, and C. Rauszer The discernibility matrices and functions in information systems Intelligent Decision Support: Handbook of Application and Advances of the Rough Sets Theory 1992 Kluwer Academic Publishers 331 362
19. A. Skowron Boolean reasoning for implication rules generation Methodologies for Intelligent Systems 1993 Springer-Verlag 295 305
20. G. Stumme, R. Wille, and U. Wille Conceptual knowledge discovery in databases using formal concept analysis methods Lecture Notes in Artificial Intelligence 1510 1998 450 458 (Pubitemid 128145865)
21. P. Valtchev, R. Missaoui, R. Godin, Formal concept analysis for knowledge discovery and data mining: the new challenge, in: Proceedings of the 2nd International Conference on Formal Concept Analysis, 2004, pp. 352-371. (Pubitemid 38271487)
22. 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
23. R. Wille Restructuring lattice theory: an approach based on hierarchies of concepts I. Rival, Ordered Sets 1982 Reidel Dordrecht, Boston 445 470
24. W.Z. Wu, Y. Leung, and J.S. Mi Granular computing and knowledge reduction in formal contexts IEEE Transactions on Knowledge and Data Engineering 21 10 2009 1461 1474
25. H.Z. Yang, Y. Leung, and M.W. Shao Rule acquisition and attribute reduction in real decision formal contexts Soft Computing 15 6 2011 1115 1128
26. Y.Y. Yao, Concept lattices in rough set theory, in: Proceedings of the 23rd International Meeting of the North American Fuzzy Information Processing Society, 2004.
27. Y.Y. Yao, A comparative study of formal concept analysis and rough set theory in data analysis, in: Proceedings of the 4th International Conference on Rough Sets and Current Trends in Computing (RSCTC 2004), Uppsala, Sweden, 2004, pp. 59-68.
28. W.X. Zhang, L. Wei, and J.J. Qi Attribute reduction theory and approach to concept lattice Science in China: Series F - Information Sciences 48 6 2005 713 726 (Pubitemid 44113733)
29. W.X. Zhang, J.M. Ma, and S.Q. Fan Variable threshold concept lattices Information Sciences 177 22 2007 4883 4892