-
1
-
-
78650570828
-
Sequential covering rule induction algorithm for variable consistency rough set approaches
-
J. Błaszczyński, R. Słowiński, and M. Szelag Sequential covering rule induction algorithm for variable consistency rough set approaches Information Sciences 181 2011 987 1002
-
(2011)
Information Sciences
, vol.181
, pp. 987-1002
-
-
Błaszczyński, J.1
Słowiński, R.2
Szelag, M.3
-
2
-
-
34250357173
-
A new approach to attribute reduction of consistent and inconsistent covering decision systems with covering rough sets
-
D.G. Chen, C.Z. Wang, and Q.H. Hu A new approach to attribute reduction of consistent and inconsistent covering decision systems with covering rough sets Information Sciences 177 2007 3500 3518
-
(2007)
Information Sciences
, vol.177
, pp. 3500-3518
-
-
Chen, D.G.1
Wang, C.Z.2
Hu, Q.H.3
-
3
-
-
80054063216
-
Rule learning for classification based on neighborhood covering reduction
-
Y. Du, Q.H. Hu, P.F. Zhu, and P.J. Ma Rule learning for classification based on neighborhood covering reduction Information Sciences 181 2011 5457 5467
-
(2011)
Information Sciences
, vol.181
, pp. 5457-5467
-
-
Du, Y.1
Hu, Q.H.2
Zhu, P.F.3
Ma, P.J.4
-
4
-
-
33746673184
-
A rough set approach to data with missing attribute values
-
Rough Sets and Knowledge Technology - First International Conference, RSKT 2006, Proceedings
-
J.W. Grzymala-Busse A rough set approach to data with missing attribute values Y. Tan, Y.H. Shi, Y. Chai, G.Y. Wang, Proceedings of the RSKT'2006, the First International Conference on Rough Sets and Knowledge Technology Lecture Notes in Artificial Intelligence vol. 4062 2006 Springer-Verlag Chongqing, P.R. China 58 67 July 24-26 (Pubitemid 44165625)
-
(2006)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
, vol.4062
, pp. 58-67
-
-
Grzymala-Busse, J.W.1
-
5
-
-
80051947439
-
On the unknown attribute values in learning from examples
-
Lecture Notes in Artificial Intelligence Springer-Verlag Berlin, Heidelberg, New York October 16-19
-
J.W. Grzymala-Busse On the unknown attribute values in learning from examples Proc. of the ISMIS-91, 6th International Symposium on Methodologies for Intelligent Systems, Charlotte, North Carolina Lecture Notes in Artificial Intelligence vol. 542 1991 Springer-Verlag Berlin, Heidelberg, New York 368 377 October 16-19
-
(1991)
Proc. of the ISMIS-91, 6th International Symposium on Methodologies for Intelligent Systems, Charlotte, North Carolina
, vol.542
, pp. 368-377
-
-
Grzymala-Busse, J.W.1
-
6
-
-
9444231706
-
Rough set strategies to data with missing attribute values
-
S.K. Pal, A. Skowron (Eds.) Melbourne, FL, USA, November 19-22
-
J.W. Grzymala-Busse, Rough set strategies to data with missing attribute values, in: S.K. Pal, A. Skowron (Eds.), Proceedings of the Workshop on Foundations and New Directions in Data Mining, in conjunction with the third IEEE International Conference on Data Mining, Melbourne, FL, USA, November 19-22, 2003, pp. 56-63.
-
(2003)
Proceedings of the Workshop on Foundations and New Directions in Data Mining, in Conjunction with the Third IEEE International Conference on Data Mining
, pp. 56-63
-
-
Grzymala-Busse, J.W.1
-
8
-
-
70350028521
-
A valued tolerance approach to missing attribute values in data mining
-
Catania, Italy, May
-
J.W. Grzymala-Busse, Z.S. Hippe, W. Rzasa, S. Vasudevan, A valued tolerance approach to missing attribute values in data mining, in: Proceedings of the 2nd Conference on Human System Interactions, Catania, Italy, May 2009, pp. 217-224.
-
(2009)
Proceedings of the 2nd Conference on Human System Interactions
, pp. 217-224
-
-
Grzymala-Busse, J.W.1
Hippe, Z.S.2
Rzasa, W.3
Vasudevan, S.4
-
9
-
-
46749138318
-
A comparison of three approximation strategies for incomplete data sets
-
T.Y. Lin, X.H. Hu, J.C. Han, X.J. Shen,and Z.J. Li (Eds.) IEEE Computer Society Press
-
J.W. Grzymala-Busse, W.J. Grzymala-Busse, Z. Hippe, W. Rzasa, A comparison of three approximation strategies for incomplete data sets, in: T.Y. Lin, X.H. Hu, J.C. Han, X.J. Shen,and Z.J. Li (Eds.), Proceedings of 2007 IEEE International Conference on Granular Computing, IEEE Computer Society Press, 2007, pp. 301-306.
-
(2007)
Proceedings of 2007 IEEE International Conference on Granular Computing
, pp. 301-306
-
-
Grzymala-Busse, J.W.1
Grzymala-Busse, W.J.2
Hippe, Z.3
Rzasa, W.4
-
11
-
-
46749140199
-
Neighborhood rough set based heterogeneous feature subset selection
-
Q.H. Hu, D.R. Yu, J.F. Liu, and C.X. Wu Neighborhood rough set based heterogeneous feature subset selection Information Science 178 2008 3577 3594
-
(2008)
Information Science
, vol.178
, pp. 3577-3594
-
-
Hu, Q.H.1
Yu, D.R.2
Liu, J.F.3
Wu, C.X.4
-
12
-
-
42949087870
-
Mixed feature selection based on granulation and approximation
-
Q.H. Hu, J.F. Liu, and D.R. Yu Mixed feature selection based on granulation and approximation Knowledge Based System 21 2008 294 304
-
(2008)
Knowledge Based System
, vol.21
, pp. 294-304
-
-
Hu, Q.H.1
Liu, J.F.2
Yu, D.R.3
-
13
-
-
34547699509
-
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
-
14
-
-
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.H. Tung, J. Han, and W. Wang Ranking outliers using symmetric neighborhood relationship PAKDD 2006 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
-
15
-
-
0035156139
-
Comparative study of alternative types of knowledge reduction in inconsistent systems
-
DOI 10.1002/1098-111X(200101)16:1<105::AID-INT8>3.0.CO;2-S
-
M. Kryszkiewicz Comparative study of alternative types of knowledge reduction in inconsistent systems International Journal of Intelligent Systems 16 2001 105 120 (Pubitemid 32089959)
-
(2001)
International Journal of Intelligent Systems
, vol.16
, Issue.1
, pp. 105-120
-
-
Kryszkiewicz, M.1
-
16
-
-
0032294902
-
Rough set approach to incomplete information systems
-
PII S0020025598100191
-
M. Kryszkiewicz Rough set approach to incomplete information systems Information Sciences 112 1998 39 49 (Pubitemid 128649627)
-
(1998)
Information Sciences
, vol.112
, Issue.1-4
, pp. 39-49
-
-
Kryszkiewicz, M.1
-
17
-
-
0033079944
-
Rules in incomplete information systems
-
M. Kryszkiewicz Rules in incomplete information systems Information Sciences 113 1999 271 292
-
(1999)
Information Sciences
, vol.113
, pp. 271-292
-
-
Kryszkiewicz, M.1
-
18
-
-
0037809690
-
Maximal consistent block technique for rule acquisition in incomplete information systems
-
Y. Leung, and D.Y. Li Maximal consistent block technique for rule acquisition in incomplete information systems Information Sciences 153 2003 85 106
-
(2003)
Information Sciences
, vol.153
, pp. 85-106
-
-
Leung, Y.1
Li, D.Y.2
-
19
-
-
34548559200
-
A rough set approach to the discovery of classification rules in spatial data
-
DOI 10.1080/13658810601169915, PII 780499788
-
Y. Leung, T. Fung, J.S. Mi, and W.Z. Wu A rough set approach to the discovery of classification rules in spatial data International Journal of Geographical Information Science 21 2007 1033 1058 (Pubitemid 47386511)
-
(2007)
International Journal of Geographical Information Science
, vol.21
, Issue.9
, pp. 1033-1058
-
-
Leung, Y.1
Fung, T.2
Mi, J.-S.3
Wu, W.-Z.4
-
20
-
-
16244396746
-
Knowledge acquisition in incomplete information systems: A rough set approach
-
DOI 10.1016/j.ejor.2004.03.032, PII S0377221704003066
-
Y. Leung, W.Z. Wu, and W.X. Zhang Knowledge acquisition in incomplete information systems: a rough set approach European Journal of Operational Research 168 2006 164 180 (Pubitemid 40454556)
-
(2006)
European Journal of Operational Research
, vol.168
, Issue.1
, pp. 164-180
-
-
Leung, Y.1
Wu, W.-Z.2
Zhang, W.-X.3
-
21
-
-
0242489561
-
Neighborhood systems: Mathematical models of information granulations
-
Washington, DC, USA, October 5-8
-
T.Y. Lin, Neighborhood systems: mathematical models of information granulations, in: Proceeding of 2003 IEEE International Conference on Systems, Man and Cybernetics, Washington, DC, USA, October 5-8, 2003, pp. 3188-3193.
-
(2003)
Proceeding of 2003 IEEE International Conference on Systems, Man and Cybernetics
, pp. 3188-3193
-
-
Lin, T.Y.1
-
22
-
-
0002946532
-
Rough approximate operators: Axiomatic rough set theory
-
W. Ziarko, Springer-Verlag London
-
T.Y. Lin, and Q. Liu Rough approximate operators: axiomatic rough set theory W. Ziarko, Rough Sets, Fuzzy Sets and Knowledge Discovery 1994 Springer-Verlag London 256 260
-
(1994)
Rough Sets, Fuzzy Sets and Knowledge Discovery
, pp. 256-260
-
-
Lin, T.Y.1
Liu, Q.2
-
24
-
-
67349097453
-
A confirmation technique for predictive maintenance using the rough set theory
-
M.C. Magro, and P. Pinceti A confirmation technique for predictive maintenance using the rough set theory Computers & Industrial Engineering 56 2009 1319 1327
-
(2009)
Computers & Industrial Engineering
, vol.56
, pp. 1319-1327
-
-
Magro, M.C.1
Pinceti, P.2
-
25
-
-
65849531452
-
A fast approach to attribute reduction in incomplete decision systems with tolerance relation-based rough sets
-
Z.Q. Meng, and Z.Z. Shi A fast approach to attribute reduction in incomplete decision systems with tolerance relation-based rough sets Information Sciences 179 2009 2774 2793
-
(2009)
Information Sciences
, vol.179
, pp. 2774-2793
-
-
Meng, Z.Q.1
Shi, Z.Z.2
-
26
-
-
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 2009 4140 4150
-
(2009)
Information Sciences
, vol.179
, pp. 4140-4150
-
-
Miao, D.Q.1
Zhao, Y.2
Yao, Y.Y.3
Li, H.X.4
Xu, F.F.5
-
27
-
-
58249084603
-
Exploring the boundary region of tolerance rough sets for feature selection
-
N.M. Parthaláin, and Q. Shen Exploring the boundary region of tolerance rough sets for feature selection Pattern Recognition 42 2009 655 667
-
(2009)
Pattern Recognition
, vol.42
, pp. 655-667
-
-
Parthaláin, N.M.1
Shen, Q.2
-
28
-
-
0031145399
-
Rough set approach to knowledge-based decision support
-
PII S0377221796003827
-
Z. Pawlak Rough set approach to knowledge-based decision support European Journal of Operational Research 99 1997 48 57 (Pubitemid 127443690)
-
(1997)
European Journal of Operational Research
, vol.99
, Issue.1
, pp. 48-57
-
-
Pawlak, Z.1
-
31
-
-
62749154916
-
Rough fuzzy set-based image compression
-
A. Petrosino, and A. Ferone Rough fuzzy set-based image compression Fuzzy Sets and Systems 160 2009 1485 1506
-
(2009)
Fuzzy Sets and Systems
, vol.160
, pp. 1485-1506
-
-
Petrosino, A.1
Ferone, A.2
-
32
-
-
77249175242
-
Incomplete multigranulation rough set
-
Y.H. Qian, J.Y. Liang, and C.Y. Dang Incomplete multigranulation rough set IEEE Transactions on Systems, Man and Cybernetics: Part A 40 2 2010 420 431
-
(2010)
IEEE Transactions on Systems, Man and Cybernetics: Part A
, vol.40
, Issue.2
, pp. 420-431
-
-
Qian, Y.H.1
Liang, J.Y.2
Dang, C.Y.3
-
33
-
-
77955227234
-
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
-
34
-
-
79953066019
-
An efficient accelerator for attribute reduction from incomplete data in rough set framework
-
Y.H. Qian, J.Y. Liang, W. Pedrycz, and C.Y. Dang An efficient accelerator for attribute reduction from incomplete data in rough set framework Pattern Recognition 44 2011 1658 1670
-
(2011)
Pattern Recognition
, vol.44
, pp. 1658-1670
-
-
Qian, Y.H.1
Liang, J.Y.2
Pedrycz, W.3
Dang, C.Y.4
-
35
-
-
78651367557
-
Hybrid approaches to attribute reduction based on indiscernibility and discernibility relation
-
J. Qian, D.Q. Miao, Z.H. Zhang, and W. Li Hybrid approaches to attribute reduction based on indiscernibility and discernibility relation International Journal of Approximate Reasoning 52 2011 212 230
-
(2011)
International Journal of Approximate Reasoning
, vol.52
, pp. 212-230
-
-
Qian, J.1
Miao, D.Q.2
Zhang, Z.H.3
Li, W.4
-
36
-
-
71849095326
-
Topological solution of missing attribute values problem in incomplete information tables
-
A.S. Salama Topological solution of missing attribute values problem in incomplete information tables Information Sciences 180 2010 631 639
-
(2010)
Information Sciences
, vol.180
, pp. 631-639
-
-
Salama, A.S.1
-
37
-
-
0002395767
-
The discernibility matrices and functions in information systems
-
R. Slowiński, Handbook of Applications and Advances of the Rough Sets Theory Kluwer Dordrecht
-
A. Skowron, and C. Rauszer The discernibility matrices and functions in information systems R. Slowiński, Intelligent Decision Support Handbook of Applications and Advances of the Rough Sets Theory 1992 Kluwer Dordrecht
-
(1992)
Intelligent Decision Support
-
-
Skowron, A.1
Rauszer, C.2
-
39
-
-
0035414869
-
Incomplete information tables and rough classification
-
J. Stefanowski, and A. Tsoukiàs Incomplete information tables and rough classification Computational Intelligence 17 2001 545 566 (Pubitemid 32934021)
-
(2001)
Computational Intelligence
, vol.17
, Issue.3
, pp. 545-566
-
-
Stefanowski, J.1
Tsoukias, A.2
-
40
-
-
84958060855
-
On the extension of rough sets under incomplete information
-
N. Zhong, A. Skowron, S. Ohsuga (Eds.) Springer-Verlag London, UK
-
J. Stefanowski, A. Tsoukiàs, On the extension of rough sets under incomplete information, in: N. Zhong, A. Skowron, S. Ohsuga (Eds.), Proceedings of the RSFDGrC'99, 7th International Workshop on New Directions in Rough Sets, Data Mining, and Granular-Soft Computing, Springer-Verlag London, UK, 1999, pp. 73-82.
-
(1999)
Proceedings of the RSFDGrC'99, 7th International Workshop on New Directions in Rough Sets, Data Mining, and Granular-Soft Computing
, pp. 73-82
-
-
J. Stefanowski1
-
42
-
-
53749107899
-
Dimensionality reduction based on rough set theory: A review
-
K. Thangavel, and A. Pethalakshmi Dimensionality reduction based on rough set theory: a review Applied Soft Computing 9 2009 1 12
-
(2009)
Applied Soft Computing
, vol.9
, pp. 1-12
-
-
Thangavel, K.1
Pethalakshmi, A.2
-
43
-
-
2342616187
-
Mining diagnostic rules from clinical databases using rough sets and medical diagnostic model
-
S. Tsumoto Mining diagnostic rules from clinical databases using rough sets and medical diagnostic model Information Sciences 162 2004 65 80
-
(2004)
Information Sciences
, vol.162
, pp. 65-80
-
-
Tsumoto, S.1
-
44
-
-
9444248629
-
Calculation methods for core attributes of decision table
-
G.Y. Wang Calculation methods for core attributes of decision table Chinese Journal of Computers 26 2003 611 615
-
(2003)
Chinese Journal of Computers
, vol.26
, pp. 611-615
-
-
Wang, G.Y.1
-
45
-
-
33645990298
-
Nearest neighbors by neighborhood counting
-
H. Wang Nearest neighbors by neighborhood counting IEEE Transactions on PAMI 28 2006 942 953
-
(2006)
IEEE Transactions on PAMI
, vol.28
, pp. 942-953
-
-
Wang, H.1
-
46
-
-
37249058009
-
Attribute reduction based on evidence theory in incomplete decision systems
-
W.Z. Wu Attribute reduction based on evidence theory in incomplete decision systems Information Sciences 178 2008 1355 1371
-
(2008)
Information Sciences
, vol.178
, pp. 1355-1371
-
-
Wu, W.Z.1
-
47
-
-
21244455292
-
Knowledge reduction in random information systems via Dempster-Shafer theory of evidence
-
DOI 10.1016/j.ins.2004.09.002, PII S0020025504002610
-
W.Z. Wu, M. Zhang, H.Z. Li, and J.S. Mi Knowledge reduction in random information systems via Dempster-Shafer theory of evidence Information Sciences 174 2005 143 164 (Pubitemid 40893967)
-
(2005)
Information Sciences
, vol.174
, Issue.3-4
, pp. 143-164
-
-
Wu, W.-Z.1
Zhang, M.2
Li, H.-Z.3
Mi, J.-S.4
-
49
-
-
79957601799
-
Topological properties of generalized approximation spaces
-
L.Y. Yang, and L.S. Xu Topological properties of generalized approximation spaces Information Sciences 181 2011 3570 3580
-
(2011)
Information Sciences
, vol.181
, pp. 3570-3580
-
-
Yang, L.Y.1
Xu, L.S.2
-
50
-
-
79957471167
-
Neighborhood systems-based rough sets in incomplete information system
-
X.B. Yang, M. Zhang, H.L. Dou, and J.Y. Yang Neighborhood systems-based rough sets in incomplete information system Knowledge-Based Systems 24 2011 858 867
-
(2011)
Knowledge-Based Systems
, vol.24
, pp. 858-867
-
-
Yang, X.B.1
Zhang, M.2
Dou, H.L.3
Yang, J.Y.4
-
51
-
-
0002650257
-
Generalized rough set models
-
L. Polkowski, A. Skowron, Physica-Verlag Heidelberg
-
Y.Y. Yao Generalized rough set models L. Polkowski, A. Skowron, Rough Sets in Knowledge Discovery 1998 Physica-Verlag Heidelberg 286 318
-
(1998)
Rough Sets in Knowledge Discovery
, pp. 286-318
-
-
Yao, Y.Y.1
-
52
-
-
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 1998 239 259 (Pubitemid 128383897)
-
(1998)
Information Sciences
, vol.111
, Issue.1-4
, pp. 239-259
-
-
Yao, Y.Y.1
-
54
-
-
0038166620
-
Knowledge reductions in inconsistent information systems
-
W.X. Zhang, J.S. Mi, and W.Z. Wu Knowledge reductions in inconsistent information systems Chinese Journal of Computers 26 2003 12 18
-
(2003)
Chinese Journal of Computers
, vol.26
, pp. 12-18
-
-
Zhang, W.X.1
Mi, J.S.2
Wu, W.Z.3
|