-
1
-
-
33745903481
-
Extreme learning machine: theory and applications
-
Huang GB, Zhu QY, Siew CK (2006) Extreme learning machine: theory and applications. Neurocomputing 70: 489-501.
-
(2006)
Neurocomputing
, vol.70
, pp. 489-501
-
-
Huang, G.B.1
Zhu, Q.Y.2
Siew, C.K.3
-
3
-
-
80051582164
-
Face recognition based on extreme learning machine
-
Zong WW, Huang GB (2011) Face recognition based on extreme learning machine. Neurocomputing 74: 2541-2551.
-
(2011)
Neurocomputing
, vol.74
, pp. 2541-2551
-
-
Zong, W.W.1
Huang, G.B.2
-
4
-
-
81255152339
-
Positive and negative fuzzy rule system, extreme learning machine and image classification
-
Wu J, Wang S, Chung FL (2011) Positive and negative fuzzy rule system, extreme learning machine and image classification. Int J Mach Learn Cybern 2(4): 261-271.
-
(2011)
Int J Mach Learn Cybern
, vol.2
, Issue.4
, pp. 261-271
-
-
Wu, J.1
Wang, S.2
Chung, F.L.3
-
5
-
-
84861524095
-
Handwritten character recognition using wavelet energy and extreme learning machine
-
Chacko BP, Vimal Krishnan V, Raju G, Babu Anto P (2012) Handwritten character recognition using wavelet energy and extreme learning machine. Int J Mach Learn Cybern 3(2): 149-161.
-
(2012)
Int J Mach Learn Cybern
, vol.3
, Issue.2
, pp. 149-161
-
-
Chacko, B.P.1
Vimal, K.V.2
Raju, G.3
Babu, A.P.4
-
6
-
-
84874022486
-
Text categorization based on regularization extreme learning machine
-
doi: 10. 1007/s00521-011-0808-y
-
Zheng WB, Qian YT, Lu HJ (2012) Text categorization based on regularization extreme learning machine. Neural Comput Appl. doi: 10. 1007/s00521-011-0808-y.
-
(2012)
Neural Comput Appl
-
-
Zheng, W.B.1
Qian, Y.T.2
Lu, H.J.3
-
7
-
-
84874020840
-
Predicting consumer sentiments using online sequential extreme learning machine and intuitionistic fuzzy sets
-
doi: 10. 1007/s00521-012-0853-1
-
Wang H, Qian G, Feng XQ (2012) Predicting consumer sentiments using online sequential extreme learning machine and intuitionistic fuzzy sets. Neural Comput Appl. doi: 10. 1007/s00521-012-0853-1.
-
(2012)
Neural Comput Appl
-
-
Wang, H.1
Qian, G.2
Feng, X.Q.3
-
8
-
-
80051589759
-
Fast automatic two-stage nonlinear model identification based on the extreme learning machine
-
Deng J, Li K, Irwin WG (2011) Fast automatic two-stage nonlinear model identification based on the extreme learning machine. Neurocomputing 74: 2422-2429.
-
(2011)
Neurocomputing
, vol.74
, pp. 2422-2429
-
-
Deng, J.1
Li, K.2
Irwin, W.G.3
-
10
-
-
80051669013
-
A study of effectiveness of extreme learning machine
-
Wang YG, Cao FL, Yuan YB (2011) A study of effectiveness of extreme learning machine. Neurocomputing 74: 2483-2490.
-
(2011)
Neurocomputing
, vol.74
, pp. 2483-2490
-
-
Wang, Y.G.1
Cao, F.L.2
Yuan, Y.B.3
-
11
-
-
84862779843
-
Online sequential extreme learning machine with forgetting mechanism
-
Zhao JW, Wang ZH, Park DS (2012) Online sequential extreme learning machine with forgetting mechanism. Neurocomputing 87: 79-89.
-
(2012)
Neurocomputing
, vol.87
, pp. 79-89
-
-
Zhao, J.W.1
Wang, Z.H.2
Park, D.S.3
-
12
-
-
84155165297
-
Fast learning circular complex-valued extreme learning machine (CC-ELM) for real-valued classification problems
-
Savitha R, Suresh S, Sundararajan N (2012) Fast learning circular complex-valued extreme learning machine (CC-ELM) for real-valued classification problems. Inform Sci 187: 277-290.
-
(2012)
Inf Sci
, vol.187
, pp. 277-290
-
-
Savitha, R.1
Suresh, S.2
Sundararajan, N.3
-
14
-
-
84869885866
-
Self-adaptive evolutionary extreme learning machine
-
doi: 10. 1007/s11063-012-9236-y
-
Cao JW, Lin ZP, Huang GB (2012) Self-adaptive evolutionary extreme learning machine. Neural Process Lett. doi: 10. 1007/s11063-012-9236-y.
-
(2012)
Neural Process Lett
-
-
Cao, J.W.1
Lin, Z.P.2
Huang, G.B.3
-
15
-
-
84887010852
-
A methodology for building regression models using extreme learning machine: OP-ELM
-
Bruges, Belgium
-
Miche Y, Bas P, Jutten C, Simula O, Lendasse A (2008) A methodology for building regression models using extreme learning machine: OP-ELM. In: European symposium on artificial neural networks. Bruges, Belgium, pp 247-252.
-
(2008)
European Symposium On Artificial Neural Networks
, pp. 247-252
-
-
Miche, Y.1
Bas, P.2
Jutten, C.3
Simula, O.4
Lendasse, A.5
-
17
-
-
33744538091
-
Generalized correlation function: definition, properties, and application to blind equalization
-
Santamaria I, Pokharel PP, Principe JC (2006) Generalized correlation function: definition, properties, and application to blind equalization. IEEE Trans Signal Process 54(6): 2187-2197.
-
(2006)
IEEE Trans Signal Process
, vol.54
, Issue.6
, pp. 2187-2197
-
-
Santamaria, I.1
Pokharel, P.P.2
Principe, J.C.3
-
18
-
-
36249029853
-
Correntropy: properties and applications in non-Gaussian signal processing
-
Liu W, Pokharel PP, Principe JC (2007) Correntropy: properties and applications in non-Gaussian signal processing. IEEE Trans Signal Process 55(11): 5286-5297.
-
(2007)
IEEE Trans Signal Process
, vol.55
, Issue.11
, pp. 5286-5297
-
-
Liu, W.1
Pokharel, P.P.2
Principe, J.C.3
-
19
-
-
58249092004
-
The correntropy MACE filter
-
Jeong KH, Liu W, Han S, Hasanbelliu E, Principe JC (2009) The correntropy MACE filter. Pattern Recognit 42(5): 871-885.
-
(2009)
Pattern Recogn
, vol.42
, Issue.5
, pp. 871-885
-
-
Jeong, K.H.1
Liu, W.2
Han, S.3
Hasanbelliu, E.4
Principe, J.C.5
-
21
-
-
0004267646
-
-
Princeton, NJ: Princeton University Press
-
Rockfellar R (1970) Convex analysis. Princeton University Press, Princeton.
-
(1970)
Convex Analysis
-
-
Rockfellar, R.1
-
22
-
-
79959526388
-
Maximum correntropy criterion for robust face recognition
-
He R, Zheng WS, Hu BG (2011) Maximum correntropy criterion for robust face recognition. IEEE Trans Pattern Anal Mach Intell 33(8): 1561-1576.
-
(2011)
IEEE Trans Pattern Anal Mach Intell
, vol.33
, Issue.8
, pp. 1561-1576
-
-
He, R.1
Zheng, W.S.2
Hu, B.G.3
-
23
-
-
79957452467
-
Robust principal component analysis based on maximum correntropy criterion
-
He R, Hu BG, Zheng WS, Kong XW (2011) Robust principal component analysis based on maximum correntropy criterion. IEEE Trans Image Process 20(6): 1485-1494.
-
(2011)
IEEE Trans Image Process
, vol.20
, Issue.6
, pp. 1485-1494
-
-
He, R.1
Hu, B.G.2
Zheng, W.S.3
Kong, X.W.4
-
25
-
-
79959633868
-
A regularized correntropy framework for robust pattern recognition
-
He R, Zheng WS, Hu BG, Kong XW (2011) A regularized correntropy framework for robust pattern recognition. Neural Comput 23(8): 2074-2100.
-
(2011)
Neural Comput
, vol.23
, Issue.8
, pp. 2074-2100
-
-
He, R.1
Zheng, W.S.2
Hu, B.G.3
Kong, X.W.4
-
26
-
-
84859007933
-
Extreme learning machine for regression and multiclass classification
-
Huang GB, Zhou H, Ding X, Zhang R (2012) Extreme learning machine for regression and multiclass classification. IEEE Trans Syst Man Cybern Part B Cybern 42(2): 513-529.
-
(2012)
IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics
, vol.42
, Issue.2
, pp. 513-529
-
-
Huang, G.B.1
Zhou, H.2
Ding, X.3
Zhang, R.4
-
29
-
-
70349966130
-
Variational graph embedding for globally and locally consistent feature extraction
-
Yang S, Zha H, Zhou S, Hu B (2009) Variational graph embedding for globally and locally consistent feature extraction. In: Proceedings of the Europe conference on machine learning, vol 5782, pp 538-553.
-
(2009)
Proceedings of the Europe Conference On Machine Learning
, vol.5782
, pp. 538-553
-
-
Yang, S.1
Zha, H.2
Zhou, S.3
Hu, B.4
-
33
-
-
78649934709
-
-
University of California, Irvine, School of Information and Computer Sciences, Irvine, CA
-
Frank A, Asuncion A (2010) UCI machine learning repository. University of California, Irvine, School of Information and Computer Sciences, Irvine, CA. http://archive. ics. uci. edu/ml.
-
(2010)
UCI Machine Learning Repository
-
-
Frank, A.1
Asuncion, A.2
-
34
-
-
80051593049
-
Upper integral network with extreme learning mechanism
-
Wang X, Chen A, Feng H (2011) Upper integral network with extreme learning mechanism. Neurocomputing 74: 2520-2525.
-
(2011)
Neurocomputing
, vol.74
, pp. 2520-2525
-
-
Wang, X.1
Chen, A.2
Feng, H.3
-
35
-
-
34347245533
-
Localized generalization error model
-
Yeung D, Ng W, Wang D, Tsang E, Wang X (2007) Localized generalization error model. IEEE Trans Neural Netw 18(5): 1294-1305.
-
(2007)
IEEE Trans Neural Netw
, vol.18
, Issue.5
, pp. 1294-1305
-
-
Yeung, D.1
Ng, W.2
Wang, D.3
Tsang, E.4
Wang, X.5
-
36
-
-
0032593633
-
Learning optimization in simplifying fuzzy rules
-
Wang X, Hong JR (1999) Learning optimization in simplifying fuzzy rules. Fuzzy Set Syst 106(3): 349-356.
-
(1999)
Fuzzy Set Syst
, vol.106
, Issue.3
, pp. 349-356
-
-
Wang, X.1
Hong, J.R.2
-
37
-
-
0035501962
-
A new approach to fuzzy rule generation: Fuzzy extension matrix
-
Wang XZ, Wang YD, Xu XF, Ling WD, Yeung DS (2001) A new approach to fuzzy rule generation: fuzzy extension matrix. Fuzzy Set Syst 123(3): 291-306.
-
(2001)
Fuzzy Set Syst
, vol.123
, Issue.3
, pp. 291-306
-
-
Wang, X.Z.1
Wang, Y.D.2
Xu, X.F.3
Ling, W.D.4
Yeung, D.S.5
-
38
-
-
0034294201
-
Improving learning accuracy of fuzzy decision trees by hybrid neural networks
-
Tsang ECC, Wang X, Yeung DS (2000) Improving learning accuracy of fuzzy decision trees by hybrid neural networks. IEEE Trans Fuzzy Syst 8(5): 601-614.
-
(2000)
IEEE Trans Fuzzy Syst
, vol.8
, Issue.5
, pp. 601-614
-
-
Tsang, E.C.C.1
Wang, X.2
Yeung, D.S.3
-
39
-
-
0035310168
-
A comparative study on heuristic algorithms for generating fuzzy decision trees
-
Wang X, Yeung DS, Tsang ECC (2001) A comparative study on heuristic algorithms for generating fuzzy decision trees. IEEE Trans Syst Man Cybern Part B Cybern 31(2): 215-226.
-
(2001)
IEEE Trans Syst Man Cybern Part B Cybern
, vol.31
, Issue.2
, pp. 215-226
-
-
Wang, X.1
Yeung, D.S.2
Tsang, E.C.C.3
|