-
1
-
-
34548736497
-
On density based transforms for uncertain data mining
-
DOI 10.1109/ICDE.2007.367932, 4221735, 23rd International Conference on Data Engineering, ICDE 2007
-
C.C. Aggarwal, On density based transforms for uncertain data mining, in: Proceedings of IEEE 23rd International Conference on Data Engineering, 2007, pp. 866-875. (Pubitemid 47422090)
-
(2007)
Proceedings - International Conference on Data Engineering
, pp. 866-875
-
-
Aggarwal, C.C.1
-
3
-
-
4944219583
-
On the coverings by tolerance classes
-
W. Bartol, J. Miro, K. Pioro, and F. Rossello On the coverings by tolerance classes Information Sciences 166 1-4 2004 193 211
-
(2004)
Information Sciences
, vol.166
, Issue.14
, pp. 193-211
-
-
Bartol, W.1
Miro, J.2
Pioro, K.3
Rossello, F.4
-
5
-
-
33847719558
-
Entropies and co-entropies of coverings with application to incomplete information systems
-
New Frontiers in Scientific Discovery - Commemorating the Life and Work of Zdzislaw Pawlak
-
D. Bianucci, G. Cattaneo, and D. Ciucci Entropies and co-entropies of coverings with application to incomplete information systems Fundamenta Informaticae 75 1-4 2007 77 105 (Pubitemid 46381787)
-
(2007)
Fundamenta Informaticae
, vol.75
, Issue.1-4
, pp. 77-105
-
-
Bianucci, D.1
Cattaneo, G.2
Ciucci, D.3
-
6
-
-
19544370525
-
Test-cost sensitive naive Bayes classification
-
Proceedings - Fourth IEEE International Conference on Data Mining, ICDM 2004
-
X.Y. Chai, L. Deng, Q. Yang, C.X. Ling, Test-cost sensitive Naïve Bayes classification, in: Proceedings of the 5th International Conference on Data Mining, 2004, pp. 51-58. (Pubitemid 40731013)
-
(2004)
Proceedings - Fourth IEEE International Conference on Data Mining, ICDM 2004
, pp. 51-58
-
-
Chai, X.1
Deng, L.2
Yang, Q.3
Ling, C.X.4
-
7
-
-
33745782098
-
Uncertain data mining: An example in clustering location data
-
DOI 10.1007/11731139-24, Advances in Knowledge Discovery and Data Mining - 10th Pacific-Asia Conference, PAKDD 2006, Proceedings
-
M. Chau, R. Cheng, B. Kao, J. Ng, Uncertain data mining: an example in clustering location data, in: Proceedings of Advances in Knowledge Discovery and Data Mining, LNCS, vol. 3918, 2006, pp. 199-204. (Pubitemid 44019419)
-
(2006)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
, vol.3918
, pp. 199-204
-
-
Chau, M.1
Cheng, R.2
Kao, B.3
Ng, J.4
-
8
-
-
0000301097
-
A greedy heuristic for the set-covering problem
-
V. Chvatal A greedy heuristic for the set-covering problem Mathematics of Operations Research 4 3 1979 233 235
-
(1979)
Mathematics of Operations Research
, vol.4
, Issue.3
, pp. 233-235
-
-
Chvatal, V.1
-
10
-
-
39149131720
-
Rough 3-valued algebras
-
J. Dai Rough 3-valued algebras Information Sciences 178 8 2008 1986 1996
-
(2008)
Information Sciences
, vol.178
, Issue.8
, pp. 1986-1996
-
-
Dai, J.1
-
11
-
-
84859593302
-
Approximations and uncertainty measures in incomplete information systems
-
J. Dai, and Q. Xu Approximations and uncertainty measures in incomplete information systems Information Sciences 198 1 2012 62 80
-
(2012)
Information Sciences
, vol.198
, Issue.1
, pp. 62-80
-
-
Dai, J.1
Xu, Q.2
-
12
-
-
75149198359
-
Textural approach to generalized rough sets based on relations
-
M. Diker Textural approach to generalized rough sets based on relations Information Sciences 180 8 2010 1418 1433
-
(2010)
Information Sciences
, vol.180
, Issue.8
, pp. 1418-1433
-
-
Diker, M.1
-
13
-
-
37249037628
-
Cost-sensitive decision trees with pre-pruning
-
Advances in Artificial Intelligence - 20th Conference of the Canadian Society for Computational Studies of Intelligence, Canadian AI 2007, Proceedings
-
J. Du, Z.H. Cai, C.X. Ling, Cost-sensitive decision trees with pre-pruning, in: Proceedings of Canadian AI, No. 4509 in LNAI, 2007, pp. 171-179. (Pubitemid 350269926)
-
(2007)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
, vol.4509
, pp. 171-179
-
-
Du, J.1
Cai, Z.2
Ling, C.X.3
-
14
-
-
80054063216
-
Rule learning for classification based on neighborhood covering reduction
-
Y. Du, Q. Hu, P. Zhu, and P. Ma Rule learning for classification based on neighborhood covering reduction Information Sciences 181 24 2011 5457 5467
-
(2011)
Information Sciences
, vol.181
, Issue.24
, pp. 5457-5467
-
-
Du, Y.1
Hu, Q.2
Zhu, P.3
Ma, P.4
-
15
-
-
84957810272
-
Variable consistency model of dominance-based rough sets approach
-
S. Greco, B. Matarazzo, R. Slowinski, J. Stefanowski, Variable consistency model of dominance-based rough sets approach., in: Proceedings of Rough Sets and Current Trends in Computing, LNCS, vol. 2005, 2000, pp. 170-181.
-
(2000)
Proceedings of Rough Sets and Current Trends in Computing, LNCS
, vol.2005
, pp. 170-181
-
-
Greco, S.1
Matarazzo, B.2
Slowinski, R.3
Stefanowski, J.4
-
16
-
-
79960322164
-
Accumulated cost based test-cost-sensitive attribute reduction
-
H. He, F. Min, Accumulated cost based test-cost-sensitive attribute reduction, in: Proceedings of the 13th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, LNAI, vol. 6743, 2011, pp. 244-247.
-
(2011)
Proceedings of the 13th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, LNAI
, vol.6743
, pp. 244-247
-
-
He, H.1
Min, F.2
-
17
-
-
83755223142
-
Attribute reduction in test-cost-sensitive decision systems with common-test-costs
-
H. He, F. Min, W. Zhu, Attribute reduction in test-cost-sensitive decision systems with common-test-costs, in: Proceedings of the 3rd International Conference on Machine Learning and Computing, vol. 1, 2011, pp. 432-436.
-
(2011)
Proceedings of the 3rd International Conference on Machine Learning and Computing
, vol.1
, pp. 432-436
-
-
He, H.1
Min, F.2
Zhu, W.3
-
18
-
-
77955091406
-
Selecting discrete and continuous features based on neighborhood decision error minimization
-
Q. Hu, W. Pedrycz, D. Yu, and J. Lang Selecting discrete and continuous features based on neighborhood decision error minimization IEEE Transactions on Systems, Man, and Cybernetics - Part B: Cybernetics 40 1 2010 37 50
-
(2010)
IEEE Transactions on Systems, Man, and Cybernetics - Part B: Cybernetics
, vol.40
, Issue.1
, pp. 37-50
-
-
Hu, Q.1
Pedrycz, W.2
Yu, D.3
Lang, J.4
-
19
-
-
46749140199
-
Neighborhood rough set based heterogeneous feature subset selection
-
Q. Hu, D. Yu, J. Liu, and C. Wu Neighborhood rough set based heterogeneous feature subset selection Information Sciences 178 18 2008 3577 3594
-
(2008)
Information Sciences
, vol.178
, Issue.18
, pp. 3577-3594
-
-
Hu, Q.1
Yu, D.2
Liu, J.3
Wu, C.4
-
20
-
-
41949104397
-
Numerical attribute reduction based on neighborhood granulation and rough approximation
-
DOI 10.3724/SP.J.1001.2008.00640
-
Q. Hu, D. Yu, and Z. Xie Numerical attribute reduction based on neighborhood granulation and rough approximation (in chinese) Journal of Software 19 3 2008 640 649 (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
-
21
-
-
84856219675
-
Dominance-based rough set model in intuitionistic fuzzy information systems
-
B. Huang, H.-X. Li, and D.-K. Wei Dominance-based rough set model in intuitionistic fuzzy information systems Knowledge-Based Systems 28 2012 115 123
-
(2012)
Knowledge-Based Systems
, vol.28
, pp. 115-123
-
-
Huang, B.1
Li, H.-X.2
Wei, D.-K.3
-
22
-
-
84957803991
-
Approximations and rough sets based on tolerances
-
J. Järvinen, Approximations and rough sets based on tolerances, in: Proceedings of Rough Sets and Current Trends in Computing, LNCS, vol. 2005, 2000, pp. 182-189.
-
(2000)
Proceedings of Rough Sets and Current Trends in Computing, LNCS
, vol.2005
, pp. 182-189
-
-
Järvinen, J.1
-
23
-
-
33745772192
-
Ranking outliers using symmetric neighborhood relationship
-
DOI 10.1007/11731139-68, Advances in Knowledge Discovery and Data Mining - 10th Pacific-Asia Conference, PAKDD 2006, Proceedings
-
W. Jin, A.K. Tung, J. Han, W. Wang, Ranking outliers using symmetric neighborhood relationship, in: Proceedings of the 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining, 2006, pp. 577-593. (Pubitemid 44019461)
-
(2006)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
, vol.3918
, pp. 577-593
-
-
Jin, W.1
Tung, A.K.H.2
Han, J.3
Wang, W.4
-
27
-
-
84942855417
-
Granular computing on binary relations-analysis of conflict and chinese wall security policy
-
T.Y. Lin, Granular computing on binary relations-analysis of conflict and chinese wall security policy, in: Proceedings of Rough Sets and Current Trends in Computing, LNAI, vol. 2475, 2002, pp. 296-299.
-
(2002)
Proceedings of Rough Sets and Current Trends in Computing, LNAI
, vol.2475
, pp. 296-299
-
-
Lin, T.Y.1
-
28
-
-
8344286314
-
Granular Computing (Structures, Representations, and Applications)
-
Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing
-
T.Y. Lin, Granular computing - structures, representations, and applications, in: Lecture Notes in Artificial Intelligence, vol. 2639, 2003, pp. 16-24. (Pubitemid 36657931)
-
(2003)
LEcture Notes in Computer Science
, Issue.2639
, pp. 16-24
-
-
Lin, T.Y.1
-
30
-
-
14344258878
-
Decision trees with minimal costs
-
C.X. Ling, Q. Yang, J.N. Wang, S.C. Zhang, Decision trees with minimal costs, in: Proceedings of the 21st International Conference on Machine learning, 2004, p. 69.
-
(2004)
Proceedings of the 21st International Conference on Machine Learning
, pp. 69
-
-
Ling, C.X.1
Yang, Q.2
Wang, J.N.3
Zhang, S.C.4
-
31
-
-
33947273832
-
Rough genetic algorithms
-
P. Lingras, C. Davies, Rough genetic algorithms, in: Lecture Notes in Computer Science, vol. 1711, 1999, pp. 38-46.
-
(1999)
Lecture Notes in Computer Science
, vol.1711
, pp. 38-46
-
-
Lingras, P.1
Davies, C.2
-
32
-
-
79957597759
-
Probabilistic model criteria with decision-theoretic Rough sets
-
D. Liu, T.R. Li, and D. Ruan Probabilistic model criteria with decision-theoretic Rough sets Information Sciences 181 2011 3709 3722
-
(2011)
Information Sciences
, vol.181
, pp. 3709-3722
-
-
Liu, D.1
Li, T.R.2
Ruan, D.3
-
33
-
-
38349050365
-
Generalized rough sets over fuzzy lattices
-
G. Liu Generalized rough sets over fuzzy lattices Information Sciences 178 6 2008 1651 1662
-
(2008)
Information Sciences
, vol.178
, Issue.6
, pp. 1651-1662
-
-
Liu, G.1
-
34
-
-
24744445851
-
Efficient knowledge reduction algorithm based on new conditional information entropy
-
Q. Liu, F. Li, F. Min, M. Ye, and G. Yang An efficient reduction algorithm based on new conditional information entropy Control and Decision 20 8 2005 878 882 (in Chinese) (Pubitemid 41293160)
-
(2005)
Kongzhi yu Juece/Control and Decision
, vol.20
, Issue.8
, pp. 878-882
-
-
Liu, Q.-H.1
Li, F.2
Min, F.3
Ye, M.4
Yang, G.-W.5
-
35
-
-
65849531452
-
A fast approach to attribute reduction in incomplete decision systems with tolerance relation-based rough sets
-
Z. Meng, and Z. Shi A fast approach to attribute reduction in incomplete decision systems with tolerance relation-based rough sets Information Sciences 179 16 2009 2774 2793
-
(2009)
Information Sciences
, vol.179
, Issue.16
, pp. 2774-2793
-
-
Meng, Z.1
Shi, Z.2
-
36
-
-
70349757166
-
Relative reducts in consistent and inconsistent decision tables of the Pawlak rough set model
-
D.Q. Miao, Y. Zhao, Y.Y. Yao, H.X. Li, and F.F. Xu Relative reducts in consistent and inconsistent decision tables of the Pawlak rough set model Information Sciences 179 24 2009 4140 4150
-
(2009)
Information Sciences
, vol.179
, Issue.24
, pp. 4140-4150
-
-
Miao, D.Q.1
Zhao, Y.2
Yao, Y.Y.3
Li, H.X.4
Xu, F.F.5
-
38
-
-
67349214027
-
A hierarchical model for test-cost-sensitive decision systems
-
F. Min, and Q. Liu A hierarchical model for test-cost-sensitive decision systems Information Sciences 179 2009 2442 2452
-
(2009)
Information Sciences
, vol.179
, pp. 2442-2452
-
-
Min, F.1
Liu, Q.2
-
41
-
-
80054058972
-
Optimal sub-reducts with test cost constraint
-
F. Min, W. Zhu, Optimal sub-reducts with test cost constraint, in: Proceedings of Rough Set and Knowledge Technology, LNAI, vol. 6954, 2011, pp. 57-62.
-
(2011)
Proceedings of Rough Set and Knowledge Technology, LNAI
, vol.6954
, pp. 57-62
-
-
Min, F.1
Zhu, W.2
-
46
-
-
0036851028
-
Rough sets and intelligent data analysis
-
DOI 10.1016/S0020-0255(02)00197-4, PII S0020025502001974
-
Z. Pawlak Rough sets and intelligent data analysis Information Sciences 147 12 2002 1 12 (Pubitemid 35349784)
-
(2002)
Information Sciences
, vol.147
, Issue.1-4
, pp. 1-12
-
-
Pawlak, Z.1
-
47
-
-
44649203332
-
Near sets. General theory about nearness of objects
-
J.F. Peters Near sets. General theory about nearness of objects Applied Mathematical Sciences 1 53 2007 2609 2629
-
(2007)
Applied Mathematical Sciences
, vol.1
, Issue.53
, pp. 2609-2629
-
-
Peters, J.F.1
-
48
-
-
33744925925
-
A set theory for rough sets. Toward a formal calculus of vague statements
-
L. Polkowski A set theory for rough sets: toward a formal calculus of vague Fundamenta Informaticae 71 1 2006 49 61 (Pubitemid 43848919)
-
(2006)
Fundamenta Informaticae
, vol.71
, Issue.1
, pp. 49-61
-
-
Polkowski, L.1
-
49
-
-
77951118185
-
Positive approximation: An accelerator for attribute reduction in rough set theory
-
Y. Qian, J. Liang, W. Pedrycz, and C. Dang Positive approximation: an accelerator for attribute reduction in rough set theory Artificial Intelligence 174 9-10 2010 597 618
-
(2010)
Artificial Intelligence
, vol.174
, Issue.910
, pp. 597-618
-
-
Qian, Y.1
Liang, J.2
Pedrycz, W.3
Dang, C.4
-
50
-
-
33744584654
-
Induction of decision trees
-
J.R. Quinlan Induction of decision trees Machine Learning 1 1986 81 106
-
(1986)
Machine Learning
, vol.1
, pp. 81-106
-
-
Quinlan, J.R.1
-
52
-
-
0002395767
-
The discernibility matrices and functions in information systems
-
A. Skowron, C. Rauszer, The discernibility matrices and functions in information systems, in: Intelligent Decision Support, 1992, pp. 331-362.
-
(1992)
Intelligent Decision Support
, pp. 331-362
-
-
Skowron, A.1
Rauszer, C.2
-
53
-
-
0030217715
-
Tolerance approximation spaces
-
A. Skowron, and J. Stepaniuk Tolerance approximation spaces Fundamenta Informaticae 27 1996 245 253 (Pubitemid 126715034)
-
(1996)
Fundamenta Informaticae
, vol.27
, Issue.2-3
, pp. 245-253
-
-
Skowron, A.1
Stepaniuk, J.2
-
54
-
-
0036948613
-
Approximate entropy reducts
-
D. Ślȩzak Approximate entropy reducts Fundamenta Informaticae 53 3-4 2002 365 390
-
(2002)
Fundamenta Informaticae
, vol.53
, Issue.34
, pp. 365-390
-
-
Ślȩzak, D.1
-
55
-
-
0000865580
-
Cost-sensitive classification: Empirical evaluation of a hybrid genetic decision tree induction algorithm
-
P.D. Turney Cost-sensitive classification: empirical evaluation of a hybrid genetic decision tree induction algorithm Journal of Artificial Intelligence Research 2 1995 369 409
-
(1995)
Journal of Artificial Intelligence Research
, vol.2
, pp. 369-409
-
-
Turney, P.D.1
-
57
-
-
84942870761
-
Attribute core of decision table
-
G. Wang, Attribute core of decision table, in: Proceedings of Rough Sets and Current Trends in Computing, LNCS, vol. 2475, 2002, pp. 213-217.
-
(2002)
Proceedings of Rough Sets and Current Trends in Computing, LNCS
, vol.2475
, pp. 213-217
-
-
Wang, G.1
-
59
-
-
45649085354
-
Induction of multiple fuzzy decision trees based on rough set technique
-
X.-Z. Wang, J.-H. Zhai, and S.-X. Lu Induction of multiple fuzzy decision trees based on rough set technique Information Sciences 178 2008 3188 3202
-
(2008)
Information Sciences
, vol.178
, pp. 3188-3202
-
-
Wang, X.-Z.1
Zhai, J.-H.2
Lu, S.-X.3
-
60
-
-
84857790777
-
A comparative study of rough sets for hybrid data
-
W. Wei, J. Liang, and Y. Qian A comparative study of rough sets for hybrid data Information Sciences 190 2012 1 16
-
(2012)
Information Sciences
, vol.190
, pp. 1-16
-
-
Wei, W.1
Liang, J.2
Qian, Y.3
-
63
-
-
0032204205
-
Relational interpretations of neighborhood operators and rough set approximation operators
-
PII S0020025598100063
-
Y.Y. Yao Relational interpretations of neighborhood operators and rough set approximation operators Information Sciences 111 1-4 1998 239 259 (Pubitemid 128383897)
-
(1998)
Information Sciences
, vol.111
, Issue.1-4
, pp. 239-259
-
-
Yao, Y.Y.1
-
64
-
-
35048879624
-
A partition model of granular computing
-
Y.Y. Yao A partition model of granular computing Lecture Notes in Computer Science 3100 2004 232 253
-
(2004)
Lecture Notes in Computer Science
, vol.3100
, pp. 232-253
-
-
Yao, Y.Y.1
-
66
-
-
45849092954
-
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
-
67
-
-
33746736205
-
On reduct construction algorithms
-
Rough Sets and Knowledge Technology - First International Conference, RSKT 2006, Proceedings
-
Y.Y. Yao, Y. Zhao, J. Wang, On reduct construction algorithms, in: Proceedings of Rough Set and Knowledge Technology, LNAI, vol. 4062, 2006, pp. 297-304. (Pubitemid 44165655)
-
(2006)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
, vol.4062
, pp. 297-304
-
-
Yao, Y.1
Zhao, Y.2
Wang, J.3
-
68
-
-
31344442851
-
Training cost-sensitive neural networks with methods addressing the class imbalance problem
-
DOI 10.1109/TKDE.2006.17
-
Z. Zhou, and X. Liu Training cost-sensitive neural networks with methods addressing the class imbalance problem IEEE Transactions on Knowledge and Data Engineering 18 1 2006 63 77 (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
-
70
-
-
34548228836
-
Generalized rough sets based on relations
-
DOI 10.1016/j.ins.2007.05.037, PII S0020025507002733
-
W. Zhu Generalized rough sets based on relations Information Sciences 177 22 2007 4997 5011 (Pubitemid 47331457)
-
(2007)
Information Sciences
, vol.177
, Issue.22
, pp. 4997-5011
-
-
Zhu, W.1
-
71
-
-
33845963394
-
Topological approaches to covering rough sets
-
DOI 10.1016/j.ins.2006.06.009, PII S0020025506001642
-
W. Zhu Topological approaches to covering rough sets Information Sciences 177 6 2007 1499 1508 (Pubitemid 46037660)
-
(2007)
Information Sciences
, vol.177
, Issue.6
, pp. 1499-1508
-
-
Zhu, W.1
-
72
-
-
0037621960
-
Reduction and axiomization of covering generalized rough sets
-
W. Zhu, and F. Wang Reduction and axiomization of covering generalized rough sets Information Sciences 152 1 2003 217 230
-
(2003)
Information Sciences
, vol.152
, Issue.1
, pp. 217-230
-
-
Zhu, W.1
Wang, F.2
-
73
-
-
0027543613
-
Variable precision rough set model
-
DOI 10.1016/0022-0000(93)90048-2
-
W. Ziarko Variable precision rough set model Journal of Computer and System Sciences 46 1 1993 39 59 (Pubitemid 23639120)
-
(1993)
Journal of Computer and System Sciences
, vol.46
, Issue.1
, pp. 39-59
-
-
Ziarko Wojciech1
|