메뉴 건너뛰기




Volumn 278, Issue , 2014, Pages 614-640

Decision region distribution preservation reduction in decision-theoretic rough set model

Author keywords

Attribute reduction; Conditional information entropy; Decision region distribution preservation reduct; Decision theoretic rough set model; Probabilistic rough set model

Indexed keywords

HEURISTIC ALGORITHMS; PROBABILITY DISTRIBUTIONS;

EID: 84901836040     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2014.03.078     Document Type: Article
Times cited : (88)

References (56)
  • 2
    • 0035502119 scopus 로고    scopus 로고
    • Reducts within the variable precision rough sets model: A further investigation
    • M.J. Beynon Reducts within the variable precision rough sets model: a further investigation Eur. J. Oper. Res. 134 2001 592 605
    • (2001) Eur. J. Oper. Res. , vol.134 , pp. 592-605
    • Beynon, M.J.1
  • 3
    • 84856744461 scopus 로고    scopus 로고
    • Credit scoring analysis using a fuzzy probabilistic rough set model
    • A. Capotorti, and E. Barbanera Credit scoring analysis using a fuzzy probabilistic rough set model Comput. Stat. Data Anal. 56 2012 981 994
    • (2012) Comput. Stat. Data Anal. , vol.56 , pp. 981-994
    • Capotorti, A.1    Barbanera, E.2
  • 4
    • 0032205549 scopus 로고    scopus 로고
    • Uncertainty measures of rough set prediction
    • I. Duntsch, and G. Gediga Uncertainty measures of rough set prediction Artif. Intell. 106 1998 109 137
    • (1998) Artif. Intell. , vol.106 , pp. 109-137
    • Duntsch, I.1    Gediga, G.2
  • 5
    • 81855161547 scopus 로고    scopus 로고
    • Feature subset selection wrapper based on mutual information and rough sets
    • S. Foithong, O. Pinngern, and B. Attachooa Feature subset selection wrapper based on mutual information and rough sets Expert Syst. Appl. 39 2012 574 584
    • (2012) Expert Syst. Appl. , vol.39 , pp. 574-584
    • Foithong, S.1    Pinngern, O.2    Attachooa, B.3
  • 7
    • 42549128276 scopus 로고    scopus 로고
    • Tabu search for attribute reduction in rough set theory
    • A.R. Hedar, J. Wang, and M. Fukushima Tabu search for attribute reduction in rough set theory Soft Comput. 12 2008 909 918
    • (2008) Soft Comput. , vol.12 , pp. 909-918
    • Hedar, A.R.1    Wang, J.2    Fukushima, M.3
  • 8
    • 77549086430 scopus 로고    scopus 로고
    • A rough set approach for selecting clustering attribute
    • T. Herawan, M.M. Deris, and J.H. Abawajy A rough set approach for selecting clustering attribute Knowl.-Based Syst. 23 2010 220 231
    • (2010) Knowl.-Based Syst. , vol.23 , pp. 220-231
    • Herawan, T.1    Deris, M.M.2    Abawajy, J.H.3
  • 9
    • 79957592434 scopus 로고    scopus 로고
    • Game-theoretic rough sets
    • J.P. Herbert, and J.T. Yao Game-theoretic rough sets Fundam. Inform. 108 2011 267 286
    • (2011) Fundam. Inform. , vol.108 , pp. 267-286
    • Herbert, J.P.1    Yao, J.T.2
  • 10
    • 84894902380 scopus 로고    scopus 로고
    • Nullity-based matroid of rough sets and its application to attribute reduction
    • A.O. Huang, H. Zhao, and W. Zhu Nullity-based matroid of rough sets and its application to attribute reduction Inform. Sci. 263 2014 153 165
    • (2014) Inform. Sci. , vol.263 , pp. 153-165
    • Huang, A.O.1    Zhao, H.2    Zhu, W.3
  • 11
    • 26944493770 scopus 로고    scopus 로고
    • Several approaches to attribute reduction in variable precision rough set model
    • M. Inuiguch Several approaches to attribute reduction in variable precision rough set model Model. Decis. Artif. Intell. 2005 215 226
    • (2005) Model. Decis. Artif. Intell. , pp. 215-226
    • Inuiguch, M.1
  • 12
    • 84867583002 scopus 로고    scopus 로고
    • Minimum cost attribute reduction in decision-theoretic roughset models
    • X.Y. Jia, W.H. Liao, Z.M. Tang, and L. Shang Minimum cost attribute reduction in decision-theoretic roughset models Inform. Sci. 219 2012 151 167
    • (2012) Inform. Sci. , vol.219 , pp. 151-167
    • Jia, X.Y.1    Liao, W.H.2    Tang, Z.M.3    Shang, L.4
  • 13
  • 14
    • 84891741991 scopus 로고    scopus 로고
    • An approach to dimensionality reduction in time series
    • M. Krawczak, and G. Szkatula An approach to dimensionality reduction in time series Inform. Sci. 260 2014 15 36
    • (2014) Inform. Sci. , vol.260 , pp. 15-36
    • Krawczak, M.1    Szkatula, G.2
  • 15
    • 78851468804 scopus 로고    scopus 로고
    • Risk decision making based on decision-theoretic rough set:a multi-view decision model
    • H.X. Li, and X.Z. Zhou Risk decision making based on decision-theoretic rough set:a multi-view decision model Int. J. Comput. Intell. Syst. 4 2011 1 11
    • (2011) Int. J. Comput. Intell. Syst. , vol.4 , pp. 1-11
    • Li, H.X.1    Zhou, X.Z.2
  • 16
    • 80054069045 scopus 로고    scopus 로고
    • Attribute reduction in decision-theoretic rough set model: A further investigation
    • LNCS 6954
    • H.X. Li, X.Z. Zhou, J.B. Zhao, D. Liu, Attribute reduction in decision-theoretic rough set model: a further investigation, in: Proceeding of RSCTC2011, LNCS 6954, 2011, pp. 466-475.
    • (2011) Proceeding of RSCTC2011 , pp. 466-475
    • Li, H.X.1    Zhou, X.Z.2    Zhao, J.B.3    Liu, D.4
  • 18
    • 44649128091 scopus 로고    scopus 로고
    • Rough multi-category decision theoretic framework
    • LNAI 5009
    • P. Lingras, M. Chen, D.Q. Miao, Rough multi-category decision theoretic framework, in: Proceeding of RSKT2011, LNAI 5009, 2008, pp. 676-683.
    • (2008) Proceeding of RSKT2011 , pp. 676-683
    • Lingras, P.1    Chen, M.2    Miao, D.Q.3
  • 19
    • 84860260862 scopus 로고    scopus 로고
    • A multiple-category classification approach with decision-theoretic rough sets
    • D. Liu, T.R. Li, and H.X. Li A multiple-category classification approach with decision-theoretic rough sets Fundam. Inform. 155 2012 173 188
    • (2012) Fundam. Inform. , vol.155 , pp. 173-188
    • Liu, D.1    Li, T.R.2    Li, H.X.3
  • 20
    • 78851472100 scopus 로고    scopus 로고
    • Three-way investment decisions with decision-theoretic rough sets
    • D. Liu, Y.Y. Yao, and T.R. Li Three-way investment decisions with decision-theoretic rough sets Int. J. Comput. Intell. Syst. 4 2011 66 74
    • (2011) Int. J. Comput. Intell. Syst. , vol.4 , pp. 66-74
    • Liu, D.1    Yao, Y.Y.2    Li, T.R.3
  • 22
    • 1642525195 scopus 로고    scopus 로고
    • Approaches to knowledge reduction based on variable precision rough set model
    • J.S. Mi, W.Z. Wu, and W.X. Zhang Approaches to knowledge reduction based on variable precision rough set model Inform. Sci. 159 2004 255 272
    • (2004) Inform. Sci. , vol.159 , pp. 255-272
    • Mi, J.S.1    Wu, W.Z.2    Zhang, W.X.3
  • 23
    • 0002589018 scopus 로고    scopus 로고
    • A heuristic algorithm for reduction of knowledge
    • D.Q. Miao, and G.R. Hu A heuristic algorithm for reduction of knowledge Chinese J. Comput. Res. Develop. 36 1999 681 684
    • (1999) Chinese J. Comput. Res. Develop. , vol.36 , pp. 681-684
    • Miao, D.Q.1    Hu, G.R.2
  • 24
    • 79960290370 scopus 로고    scopus 로고
    • Test-cost-sensitive attribute reduction
    • F. Min, H.P. He, Y.H. Qian, and W. Zhu Test-cost-sensitive attribute reduction Inform. Sci. 181 2011 4928 4942
    • (2011) Inform. Sci. , vol.181 , pp. 4928-4942
    • Min, F.1    He, H.P.2    Qian, Y.H.3    Zhu, W.4
  • 25
    • 84862895108 scopus 로고    scopus 로고
    • Attribute reduction of data with error ranges and test costs
    • F. Min, and W. Zhu Attribute reduction of data with error ranges and test costs Inform. Sci. 211 2012 48 67
    • (2012) Inform. Sci. , vol.211 , pp. 48-67
    • Min, F.1    Zhu, W.2
  • 26
    • 84873284210 scopus 로고    scopus 로고
    • Unsupervised fuzzy-rough set-based dimensionality reduction
    • N.M. Parthalain, and R. Jensen Unsupervised fuzzy-rough set-based dimensionality reduction Inform. Sci. 229 2013 106 121
    • (2013) Inform. Sci. , vol.229 , pp. 106-121
    • Parthalain, N.M.1    Jensen, R.2
  • 27
    • 76749110434 scopus 로고    scopus 로고
    • A distance measure approach to exploring the rough set boundary region for attribute reduction
    • N.M. Parthalain, Q. Shen, and R. Jensen A distance measure approach to exploring the rough set boundary region for attribute reduction IEEE Trans. Knowl. Data Eng. 22 2010 305 317
    • (2010) IEEE Trans. Knowl. Data Eng. , vol.22 , pp. 305-317
    • Parthalain, N.M.1    Shen, Q.2    Jensen, R.3
  • 30
    • 0024038052 scopus 로고
    • Rough sets: Probabilistic versus deterministic approach
    • Z. Pawlak, S.K.M. Wong, and W. Ziarko Rough sets: probabilistic versus deterministic approach Inform. Sci. 29 1988 81 95
    • (1988) Inform. Sci. , vol.29 , pp. 81-95
    • Pawlak, Z.1    Wong, S.K.M.2    Ziarko, W.3
  • 32
    • 58149235001 scopus 로고    scopus 로고
    • A descriptive framework for the field of data mining and knowledge discovery
    • Y. Peng, G. Kou, Y. Shi, and Z.X. Chen A descriptive framework for the field of data mining and knowledge discovery Int. J. Inform. Technol. Decis. Mak. 7 2008 639 682
    • (2008) Int. J. Inform. Technol. Decis. Mak. , vol.7 , pp. 639-682
    • Peng, Y.1    Kou, G.2    Shi, Y.3    Chen, Z.X.4
  • 33
    • 77951118185 scopus 로고    scopus 로고
    • Positive approximation: An accelerator for attribute reduction in rough set theory
    • Y.H. Qian, J.Y. Liang, W. Pedrycz, and C.Y. Dang Positive approximation: an accelerator for attribute reduction in rough set theory Artif. Intell. 174 2010 597 618
    • (2010) Artif. Intell. , vol.174 , pp. 597-618
    • Qian, Y.H.1    Liang, J.Y.2    Pedrycz, W.3    Dang, C.Y.4
  • 34
    • 0036948613 scopus 로고    scopus 로고
    • Approximate entropy reducts
    • D. Slezak Approximate entropy reducts Fundam. Inform. 53 2002 365 390
    • (2002) Fundam. Inform. , vol.53 , pp. 365-390
    • Slezak, D.1
  • 36
    • 0037332841 scopus 로고    scopus 로고
    • Rough set methods in feature selection and recognition
    • R.W. Swiniarski, and A. Skowron Rough set methods in feature selection and recognition Pattern Recogn. Lett. 24 2003 833 849
    • (2003) Pattern Recogn. Lett. , vol.24 , pp. 833-849
    • Swiniarski, R.W.1    Skowron, A.2
  • 37
    • 53749107899 scopus 로고    scopus 로고
    • Dimensionality reduction based on rough set theory: A review
    • K. Thangavela, and A. Pethalakshmi Dimensionality reduction based on rough set theory: a review Appl. Soft Comput. 9 2009 1 12
    • (2009) Appl. Soft Comput. , vol.9 , pp. 1-12
    • Thangavela, K.1    Pethalakshmi, A.2
  • 38
    • 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 J. Comput. 25 2002 759 766
    • (2002) Chinese J. Comput. , vol.25 , pp. 759-766
    • Wang, G.Y.1    Yu, H.2    Yang, D.C.3
  • 39
    • 37249058009 scopus 로고    scopus 로고
    • Attribute reduction based on evidence theory in incomplete decision systems
    • W.Z. Wu Attribute reduction based on evidence theory in incomplete decision systems Inform. Sci. 178 2008 1355 1371
    • (2008) Inform. Sci. , vol.178 , pp. 1355-1371
    • Wu, W.Z.1
  • 40
    • 84883465730 scopus 로고    scopus 로고
    • Test cost sensitive multigranulation rough set: Model and minimal cost selection
    • X.B. Yang, Y.S. Qi, X.N. Song, and J.Y. Yang Test cost sensitive multigranulation rough set: model and minimal cost selection Inform. Sci. 250 2013 184 199
    • (2013) Inform. Sci. , vol.250 , pp. 184-199
    • Yang, X.B.1    Qi, Y.S.2    Song, X.N.3    Yang, J.Y.4
  • 41
    • 84860166334 scopus 로고    scopus 로고
    • Modelling multi-agent three-way decisions with decision-theoretic rough sets
    • X.P. Yang, and J.T. Yao Modelling multi-agent three-way decisions with decision-theoretic rough sets Fundam. Inform. 115 2012 157 171
    • (2012) Fundam. Inform. , vol.115 , pp. 157-171
    • Yang, X.P.1    Yao, J.T.2
  • 42
    • 70449130467 scopus 로고    scopus 로고
    • Three-way decisions with probabilistic rough sets
    • Y.Y. Yao Three-way decisions with probabilistic rough sets Inform. Sci. 180 2010 341 353
    • (2010) Inform. Sci. , vol.180 , pp. 341-353
    • Yao, Y.Y.1
  • 43
    • 79957594930 scopus 로고    scopus 로고
    • Two semantic issues in a probabilistic rough set model
    • Y.Y. Yao Two semantic issues in a probabilistic rough set model Fundam. Inform. 108 2011 249 265
    • (2011) Fundam. Inform. , vol.108 , pp. 249-265
    • Yao, Y.Y.1
  • 44
    • 0002608174 scopus 로고
    • A decision theoretic framework for approximating concepts
    • Y.Y. Yao, and S.K.M. Wong A decision theoretic framework for approximating concepts Int. J. Man-Machine Stud. 37 1992 793 809
    • (1992) Int. J. Man-Machine Stud. , vol.37 , pp. 793-809
    • Yao, Y.Y.1    Wong, S.K.M.2
  • 45
    • 45849092954 scopus 로고    scopus 로고
    • Attribute reduction in decision-theoretic rough set model
    • Y.Y. Yao, and Y. Zhao Attribute reduction in decision-theoretic rough set model Inform. Sci. 178 2008 3356 3373
    • (2008) Inform. Sci. , vol.178 , pp. 3356-3373
    • Yao, Y.Y.1    Zhao, Y.2
  • 47
    • 84870056637 scopus 로고    scopus 로고
    • A novel and better fitness evaluation for rough set based minimum attribute reduction problem
    • D.Y. Ye, Z.J. Chen, and S.L. Ma A novel and better fitness evaluation for rough set based minimum attribute reduction problem Inform. Sci. 222 2013 413 423
    • (2013) Inform. Sci. , vol.222 , pp. 413-423
    • Ye, D.Y.1    Chen, Z.J.2    Ma, S.L.3
  • 48
    • 84860162832 scopus 로고    scopus 로고
    • Autonomous knowledge-oriented clustering using decision-theoretic rough set theory
    • H. Yu, S.S. Chu, and D.C. Yang Autonomous knowledge-oriented clustering using decision-theoretic rough set theory Fundam. Inform. 115 2012 141 156
    • (2012) Fundam. Inform. , vol.115 , pp. 141-156
    • Yu, H.1    Chu, S.S.2    Yang, D.C.3
  • 49
    • 39749154117 scopus 로고    scopus 로고
    • A rough margin based support vector machine
    • J.H. Zhang, and Y.Y. Wang A rough margin based support vector machine Inform. Sci. 178 2008 2204 2214
    • (2008) Inform. Sci. , vol.178 , pp. 2204-2214
    • Zhang, J.H.1    Wang, Y.Y.2
  • 50
    • 0141834859 scopus 로고    scopus 로고
    • Approaches to knowledge reductions in inconsistent systems
    • W.W. Zhang, J.S. Mi, and W.Z. Wu Approaches to knowledge reductions in inconsistent systems Int. J. Intell. Syst. 81 2003 989 1000
    • (2003) Int. J. Intell. Syst. , vol.81 , pp. 989-1000
    • Zhang, W.W.1    Mi, J.S.2    Wu, W.Z.3
  • 51
    • 84882847641 scopus 로고    scopus 로고
    • Nested structure in parameterized rough reduction
    • S.Y. Zhao, X.Z. Wang, D.G. Chen, and E.C.C. Tsang Nested structure in parameterized rough reduction Inform. Sci. 248 2013 130 150
    • (2013) Inform. Sci. , vol.248 , pp. 130-150
    • Zhao, S.Y.1    Wang, X.Z.2    Chen, D.G.3    Tsang, E.C.C.4
  • 52
    • 57049169666 scopus 로고    scopus 로고
    • A note on attribute reduction in the decision-theoretic rough set model
    • LNAI 5306
    • Y. Zhao, S.K.M. Wong, Y.Y. Yao, A note on attribute reduction in the decision-theoretic rough set model, in: Proceeding of RSCTC2008, LNAI 5306, 2008, pp. 61-70.
    • (2008) Proceeding of RSCTC2008 , pp. 61-70
    • Zhao, Y.1    Wong, S.K.M.2    Yao, Y.Y.3
  • 55
    • 0027543613 scopus 로고
    • Variable precision rough set model
    • W. Ziarko Variable precision rough set model J. Comput. Syst. Sci. 46 1993 39 59
    • (1993) J. Comput. Syst. Sci. , vol.46 , pp. 39-59
    • Ziarko, W.1
  • 56
    • 52949108393 scopus 로고    scopus 로고
    • Probabilistic approach to rough sets
    • W. Ziarko Probabilistic approach to rough sets Int. J. Approx. Reason. 49 2008 272 284
    • (2008) Int. J. Approx. Reason. , vol.49 , pp. 272-284
    • Ziarko, W.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.