메뉴 건너뛰기




Volumn 2013, Issue , 2013, Pages

Test-cost-sensitive attribute reduction of data with normal distribution measurement errors

Author keywords

[No Author keywords available]

Indexed keywords

ATTRIBUTE REDUCTION; COST-SENSITIVE LEARNING; COVERING ROUGH SETS; DISTRIBUTION MEASUREMENT; MODEL-BASED OPC; RESEARCH TRENDS; ROUGH SET MODELS; UNIFORM DISTRIBUTION;

EID: 84876581470     PISSN: 1024123X     EISSN: 15635147     Source Type: Journal    
DOI: 10.1155/2013/946070     Document Type: Article
Times cited : (25)

References (53)
  • 2
    • 34548736497 scopus 로고    scopus 로고
    • On density based transforms for uncertain data mining
    • DOI 10.1109/ICDE.2007.367932, 4221735, 23rd International Conference on Data Engineering, ICDE 2007
    • Aggarwal C. C., On density based transforms for uncertain data mining. Proceedings of IEEE 23rd International Conference on Data Engineering (ICDE '07) April 2007 866 875 2-s2.0-34548736497 10.1109/ICDE.2007.367932 (Pubitemid 47422090)
    • (2007) Proceedings - International Conference on Data Engineering , pp. 866-875
    • Aggarwal, C.C.1
  • 4
    • 84862895108 scopus 로고    scopus 로고
    • Attribute reduction of data with error ranges and test costs
    • 10.1016/j.ins.2012.04.031 MR2946900 ZBL1250.68227
    • Min F., Zhu W., Attribute reduction of data with error ranges and test costs. Information Sciences 2012 211 48 67 10.1016/j.ins.2012.04.031 MR2946900 ZBL1250.68227
    • (2012) Information Sciences , vol.211 , pp. 48-67
    • Min, F.1    Zhu, W.2
  • 7
    • 67349214027 scopus 로고    scopus 로고
    • A hierarchical model for test-cost-sensitive decision systems
    • 10.1016/j.ins.2009.03.007 MR2554690 ZBL1192.68651
    • Min F., Liu Q., A hierarchical model for test-cost-sensitive decision systems. Information Sciences 2009 179 14 2442 2452 10.1016/j.ins.2009.03.007 MR2554690 ZBL1192.68651
    • (2009) Information Sciences , vol.179 , Issue.14 , pp. 2442-2452
    • Min, F.1    Liu, Q.2
  • 10
    • 31344442851 scopus 로고    scopus 로고
    • Training cost-sensitive neural networks with methods addressing the class imbalance problem
    • DOI 10.1109/TKDE.2006.17
    • Zhou Z. H., Liu X. Y., Training cost-sensitive neural networks with methods addressing the class imbalance problem. IEEE Transactions on Knowledge and Data Engineering 2006 18 1 63 77 2-s2.0-31344442851 10.1109/TKDE.2006.17 (Pubitemid 43145089)
    • (2006) IEEE Transactions on Knowledge and Data Engineering , vol.18 , Issue.1 , pp. 63-77
    • Zhou, Z.-H.1    Liu, X.-Y.2
  • 11
    • 45849092954 scopus 로고    scopus 로고
    • Attribute reduction in decision-theoretic rough set models
    • 10.1016/j.ins.2008.05.010 MR2436407 ZBL1156.68589
    • Yao Y. Y., Zhao Y., Attribute reduction in decision-theoretic rough set models. Information Sciences 2008 178 17 3356 3373 10.1016/j.ins.2008.05.010 MR2436407 ZBL1156.68589
    • (2008) Information Sciences , vol.178 , Issue.17 , pp. 3356-3373
    • Yao, Y.Y.1    Zhao, Y.2
  • 12
    • 0242302657 scopus 로고    scopus 로고
    • Consistency-based search in feature selection
    • 10.1016/S0004-3702(03)00079-1 MR2021215 ZBL1082.68791
    • Dash M., Liu H., Consistency-based search in feature selection. Artificial Intelligence 2003 151 1-2 155 176 10.1016/S0004-3702(03)00079-1 MR2021215 ZBL1082.68791
    • (2003) Artificial Intelligence , vol.151 , Issue.1-2 , pp. 155-176
    • Dash, M.1    Liu, H.2
  • 13
    • 84867583002 scopus 로고    scopus 로고
    • Minimum cost attribute reduction in decision-theoretic rough set models
    • Jia X. Y., Liao W. H., Tang Z. M., Shang L., Minimum cost attribute reduction in decision-theoretic rough set models. Information Sciences 2013 219 151 167
    • (2013) Information Sciences , vol.219 , pp. 151-167
    • Jia, X.Y.1    Liao, W.H.2    Tang, Z.M.3    Shang, L.4
  • 14
    • 80054069045 scopus 로고    scopus 로고
    • Attribute reduction in decision-theoretic rough set model: A further investigation
    • Lecture Notes in Computer Science
    • Li H. X., Zhou X. Z., Zhao J. B., Liu D., Attribute reduction in decision-theoretic rough set model: a further investigation. 6954 Proceedings of Rough Sets and Knowledge Technology 2011 Lecture Notes in Computer Science
    • (2011) Proceedings of Rough Sets and Knowledge Technology , vol.6954
    • Li, H.X.1    Zhou, X.Z.2    Zhao, J.B.3    Liu, D.4
  • 16
    • 0037621960 scopus 로고    scopus 로고
    • Reduction and axiomization of covering generalized rough sets
    • 10.1016/S0020-0255(03)00056-2 MR1981128 ZBL1069.68613
    • Zhu W., Wang F.-Y., Reduction and axiomization of covering generalized rough sets. Information Sciences 2003 152 217 230 10.1016/S0020-0255(03)00056-2 MR1981128 ZBL1069.68613
    • (2003) Information Sciences , vol.152 , pp. 217-230
    • Zhu, W.1    Wang, F.-Y.2
  • 17
    • 84861810655 scopus 로고    scopus 로고
    • On some types of neighborhood-related covering rough sets
    • 10.1016/j.ijar.2012.03.004 MR2930711 ZBL1246.03068
    • Ma L. W., On some types of neighborhood-related covering rough sets. International Journal of Approximate Reasoning 2012 53 6 901 911 10.1016/j.ijar.2012.03.004 MR2930711 ZBL1246.03068
    • (2012) International Journal of Approximate Reasoning , vol.53 , Issue.6 , pp. 901-911
    • Ma, L.W.1
  • 18
    • 34548228836 scopus 로고    scopus 로고
    • Generalized rough sets based on relations
    • DOI 10.1016/j.ins.2007.05.037, PII S0020025507002733
    • Zhu W., Generalized rough sets based on relations. Information Sciences 2007 177 22 4997 5011 10.1016/j.ins.2007.05.037 MR2362807 ZBL1129.68088 (Pubitemid 47331457)
    • (2007) Information Sciences , vol.177 , Issue.22 , pp. 4997-5011
    • Zhu, W.1
  • 19
    • 33845963394 scopus 로고    scopus 로고
    • Topological approaches to covering rough sets
    • DOI 10.1016/j.ins.2006.06.009, PII S0020025506001642
    • Zhu W., Topological approaches to covering rough sets. Information Sciences 2007 177 6 1499 1508 10.1016/j.ins.2006.06.009 MR2307174 ZBL1109.68121 (Pubitemid 46037660)
    • (2007) Information Sciences , vol.177 , Issue.6 , pp. 1499-1508
    • Zhu, W.1
  • 20
    • 67349152755 scopus 로고    scopus 로고
    • Relationship among basic concepts in covering-based rough sets
    • 10.1016/j.ins.2009.02.013 MR2554693 ZBL1178.68579
    • Zhu W., Relationship among basic concepts in covering-based rough sets. Information Sciences 2009 179 14 2478 2486 10.1016/j.ins.2009.02.013 MR2554693 ZBL1178.68579
    • (2009) Information Sciences , vol.179 , Issue.14 , pp. 2478-2486
    • Zhu, W.1
  • 21
    • 55949128171 scopus 로고    scopus 로고
    • Relationship between generalized rough sets based on binary relation and covering
    • 10.1016/j.ins.2008.09.015 MR2473013 ZBL1163.68339
    • Zhu W., Relationship between generalized rough sets based on binary relation and covering. Information Sciences 2009 179 3 210 225 10.1016/j.ins.2008.09.015 MR2473013 ZBL1163.68339
    • (2009) Information Sciences , vol.179 , Issue.3 , pp. 210-225
    • Zhu, W.1
  • 23
    • 34347243171 scopus 로고    scopus 로고
    • On three types of covering-based rough sets
    • DOI 10.1109/TKDE.2007.1044
    • Zhu W., Wang F. Y., On three types of covering-based rough sets. IEEE Transactions on Knowledge and Data Engineering 2007 19 8 1131 1143 2-s2.0-34347243171 10.1109/TKDE.2007.1044 (Pubitemid 47000348)
    • (2007) IEEE Transactions on Knowledge and Data Engineering , vol.19 , Issue.8 , pp. 1131-1143
    • Zhu, W.1    Wang, F.-Y.2
  • 24
    • 77955091406 scopus 로고    scopus 로고
    • Selecting discrete and continuous features based on neighborhood decision error minimization
    • 2-s2.0-77955091406 10.1109/TSMCB.2009.2024166
    • Hu Q., Pedrycz W., Yu D. R., Lang J., Selecting discrete and continuous features based on neighborhood decision error minimization. IEEE Transactions on Systems, Man, and Cybernetics B 2010 40 1 137 150 2-s2.0-77955091406 10.1109/TSMCB.2009.2024166
    • (2010) IEEE Transactions on Systems, Man, and Cybernetics B , vol.40 , Issue.1 , pp. 137-150
    • Hu, Q.1    Pedrycz, W.2    Yu, D.R.3    Lang, J.4
  • 25
    • 46749140199 scopus 로고    scopus 로고
    • Neighborhood rough set based heterogeneous feature subset selection
    • 10.1016/j.ins.2008.05.024 MR2438095 ZBL1154.68466
    • Hu Q. H., Yu D. R., Liu J. F., Wu C., Neighborhood rough set based heterogeneous feature subset selection. Information Sciences 2008 178 18 3577 3594 10.1016/j.ins.2008.05.024 MR2438095 ZBL1154.68466
    • (2008) Information Sciences , vol.178 , Issue.18 , pp. 3577-3594
    • Hu, Q.H.1    Yu, D.R.2    Liu, J.F.3    Wu, C.4
  • 26
    • 41949104397 scopus 로고    scopus 로고
    • Numerical attribute reduction based on neighborhood granulation and rough approximation
    • DOI 10.3724/SP.J.1001.2008.00640
    • Hu Q. H., Yu D. R., Xie Z. X., Numerical attribute reduction based on neighborhood granulation and rough approximation Journal of Software 2008 19 3 640 649 2-s2.0-41949104397 10.3724/SP.J.1001.2008.00640 (Pubitemid 351511023)
    • (2008) Ruan Jian Xue Bao/Journal of Software , vol.19 , Issue.3 , pp. 640-649
    • Hu, Q.-H.1    Yu, D.-R.2    Xie, Z.-X.3
  • 27
    • 81155139533 scopus 로고    scopus 로고
    • An interval set model for learning rules from incomplete information table
    • 10.1016/j.ijar.2011.09.002 MR2864317 ZBL1242.68235
    • Li H. X., Wang M. H., Zhou X. Z., Zhao J. B., An interval set model for learning rules from incomplete information table. International Journal of Approximate Reasoning 2012 53 1 24 37 10.1016/j.ijar.2011.09.002 MR2864317 ZBL1242.68235
    • (2012) International Journal of Approximate Reasoning , vol.53 , Issue.1 , pp. 24-37
    • Li, H.X.1    Wang, M.H.2    Zhou, X.Z.3    Zhao, J.B.4
  • 28
    • 84857790777 scopus 로고    scopus 로고
    • A comparative study of rough sets for hybrid data
    • 10.1016/j.ins.2011.12.006 MR2881827 ZBL1248.68164
    • Wei W., Liang J., Qian Y., A comparative study of rough sets for hybrid data. Information Sciences 2012 190 1 16 10.1016/j.ins.2011.12.006 MR2881827 ZBL1248.68164
    • (2012) Information Sciences , vol.190 , pp. 1-16
    • Wei, W.1    Liang, J.2    Qian, Y.3
  • 30
    • 84876545461 scopus 로고    scopus 로고
    • Wikipedia
    • Wikipedia, http://www.wikipedia.org/
  • 32
    • 79551686829 scopus 로고    scopus 로고
    • Covering rough sets based on neighborhoods: An approach without using neighborhoods
    • 10.1016/j.ijar.2010.10.005 MR2771972 ZBL1229.03047
    • Zhu P., Covering rough sets based on neighborhoods: an approach without using neighborhoods. International Journal of Approximate Reasoning 2011 52 3 461 472 10.1016/j.ijar.2010.10.005 MR2771972 ZBL1229.03047
    • (2011) International Journal of Approximate Reasoning , vol.52 , Issue.3 , pp. 461-472
    • Zhu, P.1
  • 33
    • 72449177821 scopus 로고    scopus 로고
    • A rough set approach to feature selection based on ant colony optimization
    • 2-s2.0-72449177821 10.1016/j.patrec.2009.10.013
    • Chen Y., Miao D., Wang R., A rough set approach to feature selection based on ant colony optimization. Pattern Recognition Letters 2010 31 3 226 233 2-s2.0-72449177821 10.1016/j.patrec.2009.10.013
    • (2010) Pattern Recognition Letters , vol.31 , Issue.3 , pp. 226-233
    • Chen, Y.1    Miao, D.2    Wang, R.3
  • 34
    • 77956394680 scopus 로고    scopus 로고
    • Soft fuzzy rough sets for robust feature evaluation and selection
    • 2-s2.0-77956394680 10.1016/j.ins.2010.07.010 MR2684405
    • Hu Q., An S., Yu D., Soft fuzzy rough sets for robust feature evaluation and selection. Information Sciences 2010 180 22 4384 4400 2-s2.0-77956394680 10.1016/j.ins.2010.07.010 MR2684405
    • (2010) Information Sciences , vol.180 , Issue.22 , pp. 4384-4400
    • Hu, Q.1    An, S.2    Yu, D.3
  • 35
    • 80054063216 scopus 로고    scopus 로고
    • Rule learning for classification based on neighborhood covering reduction
    • 10.1016/j.ins.2011.07.038 MR2845664
    • Du Y., Hu Q., Zhu P. F., Ma P. J., Rule learning for classification based on neighborhood covering reduction. Information Sciences 2011 181 24 5457 5467 10.1016/j.ins.2011.07.038 MR2845664
    • (2011) Information Sciences , vol.181 , Issue.24 , pp. 5457-5467
    • Du, Y.1    Hu, Q.2    Zhu, P.F.3    Ma, P.J.4
  • 36
    • 40649117648 scopus 로고    scopus 로고
    • Converse approximation and rule extraction from decision tables in rough set theory
    • DOI 10.1016/j.camwa.2007.08.031, PII S0898122107006499
    • Qian Y. H., Liang J. Y., Dang C. Y., Converse approximation and rule extraction from decision tables in rough set theory. Computers & Mathematics with Applications 2008 55 8 1754 1765 10.1016/j.camwa.2007.08.031 MR2405178 ZBL1147.68736 (Pubitemid 351375375)
    • (2008) Computers and Mathematics with Applications , vol.55 , Issue.8 , pp. 1754-1765
    • Qian, Y.1    Liang, J.2    Dang, C.3
  • 37
    • 70350031311 scopus 로고    scopus 로고
    • Difference relation-based rough set and negative rules in incomplete information system
    • 10.1142/S0218488509006194 MR2642766 ZBL1185.68696
    • Yang X. B., Yu D. J., Yang J. Y., Song X. N., Difference relation-based rough set and negative rules in incomplete information system. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 2009 17 5 649 665 10.1142/S0218488509006194 MR2642766 ZBL1185.68696
    • (2009) International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems , vol.17 , Issue.5 , pp. 649-665
    • Yang, X.B.1    Yu, D.J.2    Yang, J.Y.3    Song, X.N.4
  • 39
    • 33749667344 scopus 로고    scopus 로고
    • Rough sets: Some extensions
    • DOI 10.1016/j.ins.2006.06.006, PII S0020025506001496
    • Pawlak Z., Skowron A., Rough sets: some extensions. Information Sciences 2007 177 1 28 40 10.1016/j.ins.2006.06.006 MR2272733 ZBL1142.68550 (Pubitemid 44556699)
    • (2007) Information Sciences , vol.177 , Issue.1 , pp. 28-40
    • Pawlak, Z.1    Skowron, A.2
  • 40
    • 80054058362 scopus 로고    scopus 로고
    • Theory and applications of granular labelled partitions in multi-scale decision tables
    • Wu W. Z., Leung Y., Theory and applications of granular labelled partitions in multi-scale decision tables. Information Sciences 2011 181 18 3878 3897
    • (2011) Information Sciences , vol.181 , Issue.18 , pp. 3878-3897
    • Wu, W.Z.1    Leung, Y.2
  • 41
    • 34948842036 scopus 로고    scopus 로고
    • Measures for evaluating the decision performance of a decision table in rough set theory
    • DOI 10.1016/j.ins.2007.08.010, PII S0020025507003805
    • Qian Y., Liang J., Li D., Zhang H., Dang C., Measures for evaluating the decision performance of a decision table in rough set theory. Information Sciences 2008 178 1 181 202 2-s2.0-34948842036 10.1016/j.ins.2007.08.010 (Pubitemid 47531789)
    • (2008) Information Sciences , vol.178 , Issue.1 , pp. 181-202
    • Qian, Y.1    Liang, J.2    Li, D.3    Zhang, H.4    Dang, C.5
  • 43
    • 76049105821 scopus 로고    scopus 로고
    • Granular computing applied to ontologies
    • 2-s2.0-76049105821 10.1016/j.ijar.2009.11.006
    • Calegari S., Ciucci D., Granular computing applied to ontologies. International Journal of Approximate Reasoning 2010 51 4 391 409 2-s2.0-76049105821 10.1016/j.ijar.2009.11.006
    • (2010) International Journal of Approximate Reasoning , vol.51 , Issue.4 , pp. 391-409
    • Calegari, S.1    Ciucci, D.2
  • 44
    • 77958538921 scopus 로고    scopus 로고
    • Granular computing: Practices, theories, and future directions
    • Lin T. Y., Granular computing: practices, theories, and future directions. Encyclopedia of Complexity and Systems Science 2009 2009 4339 4355
    • (2009) Encyclopedia of Complexity and Systems Science , vol.2009 , pp. 4339-4355
    • Lin, T.Y.1
  • 47
    • 84942855417 scopus 로고    scopus 로고
    • Granular computing on binary relations-analysis of conflict and chinese wall security policy
    • Lecture Notes in Computer Science
    • Lin T. Y., Granular computing on binary relations-analysis of conflict and chinese wall security policy. 2475 Proceedings of the Rough Sets and Current Trends in Computing 2002 Lecture Notes in Computer Science
    • (2002) Proceedings of the Rough Sets and Current Trends in Computing , vol.2475
    • Lin, T.Y.1
  • 48
    • 8344286314 scopus 로고    scopus 로고
    • Granular Computing (Structures, Representations, and Applications)
    • Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing
    • Lin T. Y., Granular computing structures, representations, and applications. 2639 Proceedings of the 9th International Conference (RSFDGrC '03) May 2003 16 24 Lecture Notes in Artificial Intelligence 2-s2.0-8344286314 (Pubitemid 36657931)
    • (2003) Lecture Notes in Computer Science , Issue.2639 , pp. 16-24
    • Lin, T.Y.1
  • 52
    • 77951118185 scopus 로고    scopus 로고
    • Positive approximation: An accelerator for attribute reduction in rough set theory
    • 10.1016/j.artint.2010.04.018 MR2666515 ZBL1205.68310
    • Qian Y. H., Liang J. Y., Pedrycz W., Dang C. Y., Positive approximation: an accelerator for attribute reduction in rough set theory. Artificial Intelligence 2010 174 9-10 597 618 10.1016/j.artint.2010.04.018 MR2666515 ZBL1205.68310
    • (2010) Artificial Intelligence , vol.174 , Issue.9-10 , pp. 597-618
    • Qian, Y.H.1    Liang, J.Y.2    Pedrycz, W.3    Dang, C.Y.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.