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Volumn 27, Issue , 2012, Pages 126-136

Distance: A more comprehensible perspective for measures in rough set theory

Author keywords

Information granularity; Measures; Partition distance; Rough set theory; Set distance

Indexed keywords

ACCURACY MEASURES; APPROXIMATION QUALITY; EVALUATION CRITERIA; FUZZINESS MEASURE; INCLUSION DEGREES; INFORMATION GRANULARITY; INFORMATION MEASURES; LOOK-FORWARD; MEASURES; METRIC SPACES; ROUGH SET; ROUGH SET APPROXIMATION; SET DISTANCE;

EID: 84855971600     PISSN: 09507051     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.knosys.2011.11.003     Document Type: Article
Times cited : (53)

References (46)
  • 1
    • 77955431396 scopus 로고    scopus 로고
    • Rough approximations based on intersection of indiscernibility, similarity and outranking relations
    • L. An, and L. Tong Rough approximations based on intersection of indiscernibility, similarity and outranking relations Knowledge-Based Systems 23 6 2010 555 562
    • (2010) Knowledge-Based Systems , vol.23 , Issue.6 , pp. 555-562
    • An, L.1    Tong, L.2
  • 3
    • 0035502119 scopus 로고    scopus 로고
    • Reducts within the variable precision rough sets model: A further investigation
    • M. Beynon Reducts within the variable precision rough sets model: a further investigation European Journal of Operational Research 134 3 2001 592 605
    • (2001) European Journal of Operational Research , vol.134 , Issue.3 , pp. 592-605
    • Beynon, M.1
  • 5
    • 0032205549 scopus 로고    scopus 로고
    • Uncertainty measures of rough set prediction
    • I. Düntsch, and G. Gediga Uncertainty measures of rough set prediction Artificial Intelligence 106 1 1998 109 137
    • (1998) Artificial Intelligence , vol.106 , Issue.1 , pp. 109-137
    • Düntsch, I.1    Gediga, G.2
  • 7
    • 18844436201 scopus 로고    scopus 로고
    • A roughness measure for fuzzy sets
    • V.N. Huynh, and Y. Nakamori A roughness measure for fuzzy sets Information Sciences 173 2005 255 275
    • (2005) Information Sciences , vol.173 , pp. 255-275
    • Huynh, V.N.1    Nakamori, Y.2
  • 9
    • 34547699509 scopus 로고    scopus 로고
    • Hybrid attribute reduction based on a novel fuzzy-rough model and information granulation
    • Q.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, Q.H.1    Xie, Z.X.2    Yu, D.R.3
  • 10
    • 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 5 2006 414 423
    • (2006) Pattern Recognition Letters , vol.27 , Issue.5 , pp. 414-423
    • Hu, Q.H.1    Yu, D.R.2    Xie, Z.X.3
  • 11
    • 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 3 2004 469 485
    • (2004) Fuzzy Sets and Systems , vol.141 , Issue.3 , pp. 469-485
    • Jensen, R.1    Shen, Q.2
  • 12
    • 33947421283 scopus 로고    scopus 로고
    • Fuzzy-rough sets assisted attribute selection
    • R. Jensen, and Q. Shen Fuzzy-rough sets assisted attribute selection IEEE Transactions on Fuzzy Systems 15 1 2007 73 89
    • (2007) IEEE Transactions on Fuzzy Systems , vol.15 , Issue.1 , pp. 73-89
    • Jensen, R.1    Shen, Q.2
  • 14
    • 51849091385 scopus 로고    scopus 로고
    • Information granules and entropy theory in information systems
    • J.Y. Liang, and Y.H. Qian Information granules and entropy theory in information systems Sciences in China: Series F 51 10 2008 1427 1444
    • (2008) Sciences in China: Series F , vol.51 , Issue.10 , pp. 1427-1444
    • Liang, J.Y.1    Qian, Y.H.2
  • 16
    • 1542352271 scopus 로고    scopus 로고
    • The algorithm on knowledge reduction in incomplete information systems, International Journal of Uncertainty
    • J.Y. Liang, and Z.B. Xu The algorithm on knowledge reduction in incomplete information systems, International Journal of Uncertainty Fuzziness and Knowledge-Based Systems 10 1 2002 95 103
    • (2002) Fuzziness and Knowledge-Based Systems , vol.10 , Issue.1 , pp. 95-103
    • Liang, J.Y.1    Xu, Z.B.2
  • 19
    • 77951118185 scopus 로고    scopus 로고
    • Positive approximation: An accelerator for attribute reduction in rough set theory
    • Y.H. Qian, J.Y. Liang, Witold Pedrycz, and C.Y. 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.H.1    Liang, J.Y.2    Pedrycz, W.3    Dang, C.Y.4
  • 20
    • 34948842036 scopus 로고    scopus 로고
    • Measures for evaluating the decision performance of a decision table in rough set theory
    • Y.H. Qian, J.Y. Liang, D.Y. Li, H.Y. Zhang, and C.Y. Dang Measures for evaluating the decision performance of a decision table in rough set theory Information Sciences 178 2008 181 202
    • (2008) Information Sciences , vol.178 , pp. 181-202
    • Qian, Y.H.1    Liang, J.Y.2    Li, D.Y.3    Zhang, H.Y.4    Dang, C.Y.5
  • 21
    • 46849106744 scopus 로고    scopus 로고
    • Consistency measure, inclusion degree and fuzzy measure in decision tables
    • Y.H. Qian, J.Y. Liang, and C.Y. Dang Consistency measure, inclusion degree and fuzzy measure in decision tables Fuzzy Sets and Systems 159 2008 2353 2377
    • (2008) Fuzzy Sets and Systems , vol.159 , pp. 2353-2377
    • Qian, Y.H.1    Liang, J.Y.2    Dang, C.Y.3
  • 22
    • 58849144238 scopus 로고    scopus 로고
    • Knowledge structure, knowledge granulation and knowledge distance in a knowledge base
    • Y.H. Qian, J.Y. Liang, and C.Y. Dang Knowledge structure, knowledge granulation and knowledge distance in a knowledge base International Journal of Approximate Reasoning 50 1 2009 174 188
    • (2009) International Journal of Approximate Reasoning , vol.50 , Issue.1 , pp. 174-188
    • Qian, Y.H.1    Liang, J.Y.2    Dang, C.Y.3
  • 23
    • 75849161096 scopus 로고    scopus 로고
    • Rough set theory based on two universal sets and its applications
    • G. Liu Rough set theory based on two universal sets and its applications Knowledge-Based Systems 23 5 2010 427 433
    • (2010) Knowledge-Based Systems , vol.23 , Issue.5 , pp. 427-433
    • Liu, G.1
  • 26
    • 77955227234 scopus 로고    scopus 로고
    • Approximation reduction in inconsistent incomplete decision tables
    • Y.H. Qian, J.Y. Liang, D.Y. Li, F. Wang, and N.N. Ma Approximation reduction in inconsistent incomplete decision tables Knowledge-Based Systems 23 2010 427 433
    • (2010) Knowledge-Based Systems , vol.23 , pp. 427-433
    • Qian, Y.H.1    Liang, J.Y.2    Li, D.Y.3    Wang, F.4    Ma, N.N.5
  • 27
    • 0242289554 scopus 로고    scopus 로고
    • A knowledge processing method for intelligent systems based on inclusion degree
    • G.F. Qiu, H.Z. Li, L.D. Xu, and W.X. Zhang A knowledge processing method for intelligent systems based on inclusion degree Expert Systems 20 4 2003 187 195
    • (2003) Expert Systems , vol.20 , Issue.4 , pp. 187-195
    • Qiu, G.F.1    Li, H.Z.2    Xu, L.D.3    Zhang, W.X.4
  • 28
    • 84856043672 scopus 로고
    • The mathematical theory of communication
    • C.E. Shannon The mathematical theory of communication The Bell System Technical Journal 27 3,4 1948 373 423
    • (1948) The Bell System Technical Journal , vol.27 , Issue.3-4 , pp. 373-423
    • Shannon, C.E.1
  • 29
    • 11844277703 scopus 로고    scopus 로고
    • Dominance relation and rules in an incomplete ordered information system
    • M.W. Shao, and W.X. Zhang Dominance relation and rules in an incomplete ordered information system International Journal of Intelligent Systems 20 2005 13 27
    • (2005) International Journal of Intelligent Systems , vol.20 , pp. 13-27
    • Shao, M.W.1    Zhang, W.X.2
  • 30
    • 0029307418 scopus 로고
    • Extracting laws from decision tables: A rough set approach
    • A. Skowron Extracting laws from decision tables: a rough set approach Computational Intelligence 11 1995 371 388
    • (1995) Computational Intelligence , vol.11 , pp. 371-388
    • Skowron, A.1
  • 31
    • 0036948613 scopus 로고    scopus 로고
    • Approximate entropy reducts
    • D. Slezak Approximate entropy reducts Fundamenta Informaticae 53 3-4 2002 365 390
    • (2002) Fundamenta Informaticae , vol.53 , Issue.34 , pp. 365-390
    • Slezak, D.1
  • 32
    • 49349099447 scopus 로고    scopus 로고
    • Rough sets and few-objects-many-attributes problem: The case study of analysis of gene expression data sets
    • D. Slezak, Rough sets and few-objects-many-attributes problem: the case study of analysis of gene expression data sets, in: Frontiers in the Convergence of Bioscience and Information Technologies, 2007, pp. 437-442.
    • (2007) Frontiers in the Convergence of Bioscience and Information Technologies , pp. 437-442
    • Slezak, D.1
  • 33
    • 56149118708 scopus 로고    scopus 로고
    • Degrees of conditional (in) dependence: A framework for approximate Bayesian networks and examples related to the rough set-based feature selection
    • D. Slezak Degrees of conditional (in) dependence: a framework for approximate Bayesian networks and examples related to the rough set-based feature selection Information Sciences 179 2009 197 209
    • (2009) Information Sciences , vol.179 , pp. 197-209
    • Slezak, D.1
  • 34
    • 0036662454 scopus 로고    scopus 로고
    • Decision table reduction based on conditional information entropy
    • G.Y. Wang, H. Yu, and D.C. Yang Decision table reduction based on conditional information entropy Chinese Journal of Computer 25 7 2002 759 766
    • (2002) Chinese Journal of Computer , vol.25 , Issue.7 , pp. 759-766
    • Wang, G.Y.1    Yu, H.2    Yang, D.C.3
  • 35
    • 33645310674 scopus 로고    scopus 로고
    • A comparative study of algebra viewpoint and information viewpoint in attribute reduction
    • G.Y. Wang, J. Zhao, and J.J. An A comparative study of algebra viewpoint and information viewpoint in attribute reduction Fundamenta Informaticae 68 3 2005 289 301
    • (2005) Fundamenta Informaticae , vol.68 , Issue.3 , pp. 289-301
    • Wang, G.Y.1    Zhao, J.2    An, J.J.3
  • 36
    • 0011157035 scopus 로고
    • Comparison of the probabilistic approximate classification and the fuzzy set model
    • S.K.M. Wong, and W. Ziarko Comparison of the probabilistic approximate classification and the fuzzy set model Fuzzy Sets and Systems 21 1986 357 362
    • (1986) Fuzzy Sets and Systems , vol.21 , pp. 357-362
    • Wong, S.K.M.1    Ziarko, W.2
  • 40
    • 0036530141 scopus 로고    scopus 로고
    • Inclusion degree: A perspective on measures for rough set data analysis
    • Z.B. Xu, J.Y. Liang, C.Y. Dang, and K.S. Chin Inclusion degree: a perspective on measures for rough set data analysis Information Sciences 141 2002 227 236
    • (2002) Information Sciences , vol.141 , pp. 227-236
    • Xu, Z.B.1    Liang, J.Y.2    Dang, C.Y.3    Chin, K.S.4
  • 41
    • 34548483861 scopus 로고    scopus 로고
    • Measuring roughness of generalized rough sets induced by a covering
    • W.H. Xu, and W.X. Zhang Measuring roughness of generalized rough sets induced by a covering Fuzzy Sets and Systems 158 2007 2443 2455
    • (2007) Fuzzy Sets and Systems , vol.158 , pp. 2443-2455
    • Xu, W.H.1    Zhang, W.X.2
  • 42
    • 77956343179 scopus 로고    scopus 로고
    • Research on the model of rough set over dual-univers
    • R. Yan, J. Zhang, J. Liu, and Y. Zhai Research on the model of rough set over dual-univers Knowledge-Based Systems 23 8 2010 817 822
    • (2010) Knowledge-Based Systems , vol.23 , Issue.8 , pp. 817-822
    • Yan, R.1    Zhang, J.2    Liu, J.3    Zhai, Y.4
  • 43
    • 1642469977 scopus 로고    scopus 로고
    • Toward a theory of fuzzy information granulation and its centrality in human reasoning and fuzzy logic
    • L.A. Zadeh Toward a theory of fuzzy information granulation and its centrality in human reasoning and fuzzy logic Fuzzy Sets and Systems 90 1997 111 127
    • (1997) Fuzzy Sets and Systems , vol.90 , pp. 111-127
    • Zadeh, L.A.1
  • 45
    • 19744364896 scopus 로고    scopus 로고
    • Fuzzy reasoning model under quotient space structure
    • L. Zhang, and B. Zhang Fuzzy reasoning model under quotient space structure Information Sciences 173 2005 353 364
    • (2005) Information Sciences , vol.173 , pp. 353-364
    • Zhang, L.1    Zhang, B.2


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