-
1
-
-
17444379002
-
On fuzzy-rough sets approach to feature selection
-
DOI 10.1016/j.patrec.2004.09.044, PII S0167865504002910
-
R.B. Bhatt, and M. Gopal On fuzzy rough sets approach to feature selection Pattern recognition Letters 26 2005 965 975 (Pubitemid 40538756)
-
(2005)
Pattern Recognition Letters
, vol.26
, Issue.7
, pp. 965-975
-
-
Bhatt, R.B.1
Gopal, M.2
-
3
-
-
72149117641
-
FRSVMs: Fuzzy rough sets based support vector machines
-
D.G. Chen, Q. He, and X.Z. Wang FRSVMs: fuzzy rough sets based support vector machines Fuzzy Sets and Systems 161 14 2010 596 607
-
(2010)
Fuzzy Sets and Systems
, vol.161
, Issue.14
, pp. 596-607
-
-
Chen, D.G.1
He, Q.2
Wang, X.Z.3
-
4
-
-
77950629760
-
Local reduction of decision system with fuzzy rough sets
-
D.G. Chen, and S.Y. Zhao Local reduction of decision system with fuzzy rough sets Fuzzy Sets and Systems 161 13 2010 1871 1883
-
(2010)
Fuzzy Sets and Systems
, vol.161
, Issue.13
, pp. 1871-1883
-
-
Chen, D.G.1
Zhao, S.Y.2
-
5
-
-
79956189442
-
Granular computing based on fuzzy similarity relations
-
D.G. Chen, Y.P. Yang, and H. Wang Granular computing based on fuzzy similarity relations Soft Computing 15 6 2011 1161 1172
-
(2011)
Soft Computing
, vol.15
, Issue.6
, pp. 1161-1172
-
-
Chen, D.G.1
Yang, Y.P.2
Wang, H.3
-
6
-
-
84866886470
-
Sample pair selection for attribute reduction with rough set
-
accepted for publication
-
D.G. Chen, S.Y. Zhao, L. Zhang, Y.P. Yang X. Zhang, Sample pair selection for attribute reduction with rough set, IEEE Transaction on Knowledge and Data Engineering, accepted for publication.
-
IEEE Transaction on Knowledge and Data Engineering
-
-
Chen, D.G.1
Zhao, S.Y.2
Zhang, L.3
Yang X Zhang, Y.P.4
-
7
-
-
80052924367
-
Parameterized attribute reduction with Gaussian kernel based fuzzy rough sets
-
in press (available online 23 July 2011), doi.
-
D.G. Chen, Q. H. Hu, Y.P. Yang, Parameterized attribute reduction with Gaussian kernel based fuzzy rough sets, Information Sciences, in press (available online 23 July 2011), doi: 10.1016/j.ins.2011.07.025.
-
Information Sciences
-
-
Chen, D.G.1
Hu, Q.H.2
Yang, Y.P.3
-
8
-
-
70350576588
-
Attribute selection with fuzzy decision reducts
-
C. Cornelis, R. Jensen, G.H. Martín, and D. Slezak Attribute selection with fuzzy decision reducts Information Sciences 180 2 2010 209 224
-
(2010)
Information Sciences
, vol.180
, Issue.2
, pp. 209-224
-
-
Cornelis, C.1
Jensen, R.2
Martín, G.H.3
Slezak, D.4
-
9
-
-
33947261538
-
A novel approach to fuzzy rough sets based on a fuzzy covering
-
T.Q. Deng, Y.M. Chen, W.L. Xu, and Q.H. Dai A novel approach to fuzzy rough sets based on a fuzzy covering Information Sciences 177 11 2007 2308 2326
-
(2007)
Information Sciences
, vol.177
, Issue.11
, pp. 2308-2326
-
-
Deng, T.Q.1
Chen, Y.M.2
Xu, W.L.3
Dai, Q.H.4
-
12
-
-
17644430909
-
Rough set analysis of a general type of fuzzy data using transitive aggregations of fuzzy similarity relations
-
J.M. Fernandez Salido, and S. Murakami Rough set analysis of a general type of fuzzy data using transitive aggregations of fuzzy similarity relations Fuzzy Sets and Systems 139 2003 635 660
-
(2003)
Fuzzy Sets and Systems
, vol.139
, pp. 635-660
-
-
Fernandez Salido, J.M.1
Murakami, S.2
-
13
-
-
17144429687
-
Feature space interpretation of SVMs with indefinite kernels
-
DOI 10.1109/TPAMI.2005.78
-
B. Haasdonk Feature space interpretation of SVMs with indefinite kernels IEEE Transaction on Pattern Analysis and Machine Intelligence 27 4 2005 482 492 (Pubitemid 40556105)
-
(2005)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.27
, Issue.4
, pp. 482-492
-
-
Haasdonk, B.1
-
14
-
-
32644440353
-
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
-
15
-
-
76049113696
-
Gaussian kernel based fuzzy rough sets: Model, uncertainty measures and applications
-
Q.H. Hu, L. Zhang, D.G. Chen, W. Pedrycz, and D.R. Yu Gaussian kernel based fuzzy rough sets: model, uncertainty measures and applications International Journal of Approximate Reasoning 51 4 2010 453 471
-
(2010)
International Journal of Approximate Reasoning
, vol.51
, Issue.4
, pp. 453-471
-
-
Hu, Q.H.1
Zhang, L.2
Chen, D.G.3
Pedrycz, W.4
Yu, D.R.5
-
16
-
-
0348170835
-
Fuzzy-rough attributes reduction with application to web categorization
-
R. Jensen, and Q. Shen Fuzzy-rough attributes reduction with application to web categorization Fuzzy Sets and Systems 141 2004 469 485
-
(2004)
Fuzzy Sets and Systems
, vol.141
, pp. 469-485
-
-
Jensen, R.1
Shen, Q.2
-
17
-
-
9644262464
-
Fuzzy-rough data reduction with ant colony optimization
-
R. Jensen, and Q. Shen Fuzzy-rough data reduction with ant colony optimization Fuzzy Sets and Systems 149 1 2005 5 20
-
(2005)
Fuzzy Sets and Systems
, vol.149
, Issue.1
, pp. 5-20
-
-
Jensen, R.1
Shen, Q.2
-
18
-
-
33947421283
-
Fuzzy-rough sets assisted attribute selection
-
DOI 10.1109/TFUZZ.2006.889761, Extensions of Type-1 Fuzzy Sets
-
R. Jensen, and Q. Shen Fuzzy-rough sets assisted attribute selection IEEE Transactions on Fuzzy Systems 15 1 2007 73 89 (Pubitemid 46444305)
-
(2007)
IEEE Transactions on Fuzzy Systems
, vol.15
, Issue.1
, pp. 73-89
-
-
Jensen, R.1
Shen, Q.2
-
19
-
-
10944249572
-
Semantics-preserving dimensionality reduction: Rough and fuzzy-rough-based approaches
-
DOI 10.1109/TKDE.2004.96
-
R. Jensen, and Q. Shen Semantics-preserving dimensionality reduction: rough and fuzzy - rough based approaches IEEE Transactions on Knowledge and Data Engineering 16 12 2004 1457 1471 (Pubitemid 40010921)
-
(2004)
IEEE Transactions on Knowledge and Data Engineering
, vol.16
, Issue.12
, pp. 1457-1471
-
-
Jensen, R.1
Shen, Q.2
-
20
-
-
68849126540
-
New approaches to fuzzy-rough feature selection
-
R. Jensen, and Q. Shen New approaches to fuzzy-rough feature selection IEEE Transactions on Fuzzy Systems 17 4 2009 824 838
-
(2009)
IEEE Transactions on Fuzzy Systems
, vol.17
, Issue.4
, pp. 824-838
-
-
Jensen, R.1
Shen, Q.2
-
21
-
-
35748956126
-
Rough fuzzy approximations on two universes of discourse
-
T.J. Li, and W.X. Zhang Rough fuzzy approximations on two universes of discourse Information Sciences 178 3 2008 892 906
-
(2008)
Information Sciences
, vol.178
, Issue.3
, pp. 892-906
-
-
Li, T.J.1
Zhang, W.X.2
-
22
-
-
78049254875
-
Classification of foreign fibers in cotton lint using machine vision and multi-class support vector machine
-
D.L. Li, W.Z. Yang, and S. Wang Classification of foreign fibers in cotton lint using machine vision and multi-class support vector machine Computers and Electronics in Agriculture 74 2010 274 279
-
(2010)
Computers and Electronics in Agriculture
, vol.74
, pp. 274-279
-
-
Li, D.L.1
Yang, W.Z.2
Wang, S.3
-
23
-
-
38349050365
-
Generalized rough sets over fuzzy lattices
-
G.L. 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.L.1
-
24
-
-
1342328031
-
An axiomatic characterization of a fuzzy generalization of rough sets
-
J.S. Mi, and W.X. Zhang An axiomatic characterization of a fuzzy generalization of rough sets Information Sciences 160 1-4 2004 235 249
-
(2004)
Information Sciences
, vol.160
, Issue.14
, pp. 235-249
-
-
Mi, J.S.1
Zhang, W.X.2
-
26
-
-
33845393709
-
On representing and generating kernels by fuzzy equivalence relations
-
B. Moser On representing and generating kernels by fuzzy equivalence relations Journal of Machine Learning Research 7 2006 2603 2620 (Pubitemid 44907504)
-
(2006)
Journal of Machine Learning Research
, vol.7
, pp. 2603-2620
-
-
Moser, B.1
-
27
-
-
0001164225
-
Axiomatics for fuzzy rough sets
-
PII S0165011497001048
-
N.N. Morsi, and M.M. Yakout Axiomatics for fuzzy rough sets Fuzzy Sets and Systems 100 1998 327 342 (Pubitemid 128654413)
-
(1998)
Fuzzy Sets and Systems
, vol.100
, Issue.1-3
, pp. 327-342
-
-
Morsi, N.N.1
Yakout, M.M.2
-
28
-
-
33745834241
-
-
Irvine, CA, University of California, Department of Information and Computer Science
-
D.J. Newman, S. Hettich, C.L. Blake, C.J. Merz, UCI Repository of machine learning databases, Irvine, CA, University of California, Department of Information and Computer Science, 1998, 〈 http://www.ics.uci.edu/ ∼mlearn/MLRepository.html 〉.
-
(1998)
UCI Repository of Machine Learning Databases
-
-
Newman, D.J.1
Hettich, S.2
Blake, C.L.3
Merz, C.J.4
-
29
-
-
14344254996
-
Learning with non-positive kernels
-
Proceedings, Twenty-First International Conference on Machine Learning, ICML 2004
-
C. Ong, X. Mary, S. Canu, S.A.J. Smola, Learning with non-positive kernels, in: Proceedings of the International Conference of Machine Learning, 2004, pp. 639-646. (Pubitemid 40290863)
-
(2004)
Proceedings, Twenty-First International Conference on Machine Learning, ICML 2004
, pp. 639-646
-
-
Ong, C.S.1
Mary, X.2
Canu, S.3
Smola, A.J.4
-
33
-
-
10944261672
-
Rough set methods and applications: New developments in knowledge discovery in information systems
-
Hardcover, December 28
-
L. Polkowski, S. Tsumoto, T.Y. Lin, Rough set methods and applications: new developments in knowledge discovery in information systems, in: Studies in Fuzziness and Soft Computing, Hardcover, December 28, 2000.
-
(2000)
Studies in Fuzziness and Soft Computing
-
-
Polkowski, L.1
Tsumoto, S.2
Lin, T.Y.3
-
34
-
-
0036498107
-
A comparative study of fuzzy rough sets
-
DOI 10.1016/S0165-0114(01)00032-X, PII S016501140100032X
-
A.M. Radzikowska, and E.E. Kerre A comparative study of fuzzy rough sets Fuzzy Sets and Systems 126 2002 137 155 (Pubitemid 34116140)
-
(2002)
Fuzzy Sets and Systems
, vol.126
, Issue.2
, pp. 137-155
-
-
Radzikowska, A.M.1
Kerre, E.E.2
-
36
-
-
51649141644
-
Sous-espaces hilbertiens et noyaux associes
-
L. Schwartz Sous-espaces hilbertiens et noyaux associes Journal d' Analyse, Jerusalem 13 1964 115 256
-
(1964)
Journal d' Analyse, Jerusalem
, vol.13
, pp. 115-256
-
-
Schwartz, L.1
-
37
-
-
2442528339
-
Selecting informative features with fuzzy-rough sets and its application for complex systems monitoring
-
DOI 10.1016/j.patcog.2003.10.016, PII S0031320303004242
-
Q. Shen, and R. Jensen Selecting informative features with fuzzy-rough sets and its application for complex systems monitoring Pattern Recognition 37 7 2004 1351 1363 (Pubitemid 38653366)
-
(2004)
Pattern Recognition
, vol.37
, Issue.7
, pp. 1351-1363
-
-
Shen, Q.1
Jensen, R.2
-
39
-
-
54349129618
-
Attribute reduction using fuzzy rough sets
-
C.E. Tsang, D.G. Chen, S.D. Yueng, W.T.J. Lee, and X.Z. Wang Attribute reduction using fuzzy rough sets IEEE Transactions on Fuzzy Systems 16 2008 1130 1142
-
(2008)
IEEE Transactions on Fuzzy Systems
, vol.16
, pp. 1130-1142
-
-
Tsang, C.E.1
Chen, D.G.2
Yueng, S.D.3
Lee, W.T.J.4
Wang, X.Z.5
-
40
-
-
0028746080
-
Fuzzy decision trees by fuzzy ID3 algorithm and its application to diagnosis system
-
M. Umano, H. Okamoto, I. Hatono, H. Tamura, F. Kawachi, S. Umezu, and J. Kinoshita Fuzzy decision trees by fuzzy ID3 algorithm and its application to diagnosis system Proceedings of the Third IEEE International Conference on Fuzzy Systems 3 1994 2113 2118
-
(1994)
Proceedings of the Third IEEE International Conference on Fuzzy Systems
, vol.3
, pp. 2113-2118
-
-
Umano, M.1
Okamoto, H.2
Hatono, I.3
Tamura, H.4
Kawachi, F.5
Umezu, S.6
Kinoshita, J.7
-
43
-
-
1642525198
-
Constructive and axiomatic approaches of fuzzy approximation operators
-
W.Z. Wu, and W.X. Zhang Constructive and axiomatic approaches of fuzzy approximation operators Information Sciences 159 3-4 2004 233 254
-
(2004)
Information Sciences
, vol.159
, Issue.34
, pp. 233-254
-
-
Wu, W.Z.1
Zhang, W.X.2
-
44
-
-
34250715450
-
Minimization of axiom sets on fuzzy approximation operators
-
X.P. Yang Minimization of axiom sets on fuzzy approximation operators Information Sciences 177 18 2007 3840 3854
-
(2007)
Information Sciences
, vol.177
, Issue.18
, pp. 3840-3854
-
-
Yang, X.P.1
-
45
-
-
58249098798
-
Discernibility matrix simplification for constructing attribute reducts
-
Y.Y. Yao, and Y. Zhao Discernibility matrix simplification for constructing attribute reducts Information Sciences 179 2009 867 882
-
(2009)
Information Sciences
, vol.179
, pp. 867-882
-
-
Yao, Y.Y.1
Zhao, Y.2
-
46
-
-
21444439613
-
On the generalization of fuzzy rough sets
-
S.D. Yeung, D.G. Chen, C.C.E. Tsang, W.T.J. Lee, and X.Z. Wang On the generalization of fuzzy rough sets IEEE Transactions on Fuzzy Systems 13 2005 343 361
-
(2005)
IEEE Transactions on Fuzzy Systems
, vol.13
, pp. 343-361
-
-
Yeung, S.D.1
Chen, D.G.2
Tsang, C.C.E.3
Lee, W.T.J.4
Wang, X.Z.5
|