-
1
-
-
55549103698
-
KEEL: a software tool to assess evolutionary algorithms for data mining problems
-
J. Alcalá-Fdez, L Sánchez, S. García, M.J. del Jesús, S. Ventura, J.M. Garrell, J. Otero, C. Romero, J. Bacardit, V.M. Rivas, J.C. Fernández, F. Herrera, KEEL: a software tool to assess evolutionary algorithms for data mining problems, Soft Computing 13 (3) (2007) 307-318.
-
(2007)
Soft Computing
, vol.13
, Issue.3
, pp. 307-318
-
-
Alcalá-Fdez, J.1
Sánchez, L.2
García, S.3
del Jesús, M.J.4
Ventura, S.5
Garrell, J.M.6
Otero, J.7
Romero, C.8
Bacardit, J.9
Rivas, V.M.10
Fernández, J.C.11
Herrera, F.12
-
2
-
-
0028202641
-
An evolutionary algorithm that constructs recurrent neural networks
-
P.J. Angeline, G.M. Saunders, J.B. Pollack, An evolutionary algorithm that constructs recurrent neural networks, IEEE Transactions on Neural Networks 5(1) (1994) 54-65.
-
(1994)
IEEE Transactions on Neural Networks
, vol.5
, Issue.1
, pp. 54-65
-
-
Angeline, P.J.1
Saunders, G.M.2
Pollack, J.B.3
-
3
-
-
36948999941
-
-
Irvine, CA: University of California, School of Information and Computer Science
-
A. Asuncion, D.J. Newman, UCI Maching Learning Repository, /http:// www.ics.uci.edu/~mlearn/MLRepository.html>, Irvine, CA: University of California, School of Information and Computer Science, 2007.
-
(2007)
UCI Maching Learning Repository
-
-
Asuncion, A.1
Newman, D.J.2
-
5
-
-
0028835062
-
Radial basis function network configuration using genetic algorithms
-
S.A. Billings, G.L Zheng, Radial basis function network configuration using genetic algorithms, Neural Networks 8 (1995) 877-890.
-
(1995)
Neural Networks
, vol.8
, pp. 877-890
-
-
Billings, S.A.1
Zheng, G.L.2
-
6
-
-
0000588294
-
Improving the generalization properties of radial basis function neural networks
-
C.M. Bishop, Improving the generalization properties of radial basis function neural networks, Neural Computation 3 (4) (1991) 579-581.
-
(1991)
Neural Computation
, vol.3
, Issue.4
, pp. 579-581
-
-
Bishop, C.M.1
-
8
-
-
10844247179
-
An evolutionary clustering technique with local search to design RBF neural network classifiers
-
L.N. Castro, E.R. Hruschka, R.J.G.B. Campello, An evolutionary clustering technique with local search to design RBF neural network classifiers, in: Proceedings of the IEEE International Joint Conference on Neural Networks, 2004, pp. 2083-2088.
-
(2004)
Proceedings of the IEEE International Joint Conference on Neural Networks
, pp. 2083-2088
-
-
Castro, L.N.1
Hruschka, E.R.2
Campello, R.J.G.B.3
-
9
-
-
0025669403
-
Practical identification of NARMAX models using radial basis functions
-
S. Chen, S.A. Billings, C.F.N. Cowan, P.W. Grant, Practical identification of NARMAX models using radial basis functions, International Journal of Control 52 (1990) 1327-1350.
-
(1990)
International Journal of Control
, vol.52
, pp. 1327-1350
-
-
Chen, S.1
Billings, S.A.2
Cowan, C.F.N.3
Grant, P.W.4
-
11
-
-
0036083110
-
A hybrid projection-based and radial basis function architecture: initial values and global optimization
-
S. Cohen, N. Intrator, A hybrid projection-based and radial basis function architecture: initial values and global optimization, Pattern Analysis and Applications 5 (2002) 113-120.
-
(2002)
Pattern Analysis and Applications
, vol.5
, pp. 113-120
-
-
Cohen, S.1
Intrator, N.2
-
13
-
-
0002531537
-
Projection based in approximation and a duality with kernel methods
-
D. Donoho, Projection based in approximation and a duality with kernel methods, The Annals of Statistics 17 (1989) 58-106.
-
(1989)
The Annals of Statistics
, vol.17
, pp. 58-106
-
-
Donoho, D.1
-
14
-
-
34249986070
-
Constructive density estimation network based on several different separable transfer functions
-
Bruges, Belgium
-
W. Duch, R. Adamczak, G.H.F. Diercksen, Constructive density estimation network based on several different separable transfer functions, in: Proceedings of the 9th European Symposium on Artificial Neural Networks, Bruges, Belgium, 2001, pp. 107-112.
-
(2001)
Proceedings of the 9th European Symposium on Artificial Neural Networks
, pp. 107-112
-
-
Duch, W.1
Adamczak, R.2
Diercksen, G.H.F.3
-
15
-
-
0037956674
-
Transfer functions hidden possibilities for better neural networks
-
Bruges, Belgium
-
W. Duch, N. Jankowski, Transfer functions hidden possibilities for better neural networks, in: Proceedings of the 9th European Symposium on Artificial Neural Networks, Bruges, Belgium, 2001, pp. 81-94.
-
(2001)
Proceedings of the 9th European Symposium on Artificial Neural Networks
, pp. 81-94
-
-
Duch, W.1
Jankowski, N.2
-
16
-
-
0000221271
-
Products units: a computationally powerful and biologically plausible extension to backpropagation networks
-
R. Durbin, D. Rumelhart, Products units: a computationally powerful and biologically plausible extension to backpropagation networks, Neural Computation 1 (1989) 133-142.
-
(1989)
Neural Computation
, vol.1
, pp. 133-142
-
-
Durbin, R.1
Rumelhart, D.2
-
17
-
-
0003806013
-
-
Wiley, New York
-
D.B. Fogel, A.J. Owens, M.J. Wals, Artificial Intelligence Through Simulated Evolution, Wiley, New York, 1966.
-
(1966)
Artificial Intelligence Through Simulated Evolution
-
-
Fogel, D.B.1
Owens, A.J.2
Wals, M.J.3
-
18
-
-
0029375452
-
Learning and generalization in radial basis function networks
-
J.A.S. Freeman, D. Saad, Learning and generalization in radial basis function networks, Neural Computation 7 (5) (1995) 1000-1020.
-
(1995)
Neural Computation
, vol.7
, Issue.5
, pp. 1000-1020
-
-
Freeman, J.A.S.1
Saad, D.2
-
19
-
-
0002432565
-
Multivariate adaptive regression splines (with discussion)
-
J. Friedman, Multivariate adaptive regression splines (with discussion), The Annals of Statistics 19 (1991) 1-141.
-
(1991)
The Annals of Statistics
, vol.19
, pp. 1-141
-
-
Friedman, J.1
-
21
-
-
0026954775
-
Neural networks for control system-a survey
-
K.J. Hunt, D. Sbarbaro, R. Zbikowski, P.J. Gawthrop, Neural networks for control system-a survey, Automatica 28 (1992) 1083-1112.
-
(1992)
Automatica
, vol.28
, pp. 1083-1112
-
-
Hunt, K.J.1
Sbarbaro, D.2
Zbikowski, R.3
Gawthrop, P.J.4
-
23
-
-
0036670151
-
Hybrid feedforward neural networks for solving classification problems
-
B.C. Iulian, Hybrid feedforward neural networks for solving classification problems, Neural Processing Letters 16 (1) (2002) 81-91.
-
(2002)
Neural Processing Letters
, vol.16
, Issue.1
, pp. 81-91
-
-
Iulian, B.C.1
-
24
-
-
0037618591
-
Optimal transfer function neural networks
-
Bruges, Belgium
-
N. Jankowski, W. Duch, Optimal transfer function neural networks, in: Procedings of the 9th European Symposium on Artificial Neural Networks, Bruges, Belgium, 2001, pp. 101-106.
-
(2001)
Procedings of the 9th European Symposium on Artificial Neural Networks
, pp. 101-106
-
-
Jankowski, N.1
Duch, W.2
-
25
-
-
0027683141
-
Training product unit neural networks with genetic algorithms
-
D.J. Janson, J.F. Frenzel, Training product unit neural networks with genetic algorithms, IEEE Expert 8 (5) (1993) 26-33.
-
(1993)
IEEE Expert
, vol.8
, Issue.5
, pp. 26-33
-
-
Janson, D.J.1
Frenzel, J.F.2
-
29
-
-
0037276988
-
Tuning of the structure and parameters of a neural network using an improved genetic algorithm
-
F.H.F. Leung, H.K. Lam, S.H. Ling, P.K.S. Tam, Tuning of the structure and parameters of a neural network using an improved genetic algorithm, IEEE Transactions on Neural Networks 14 (1) (2003) 79-88.
-
(2003)
IEEE Transactions on Neural Networks
, vol.14
, Issue.1
, pp. 79-88
-
-
Leung, F.H.F.1
Lam, H.K.2
Ling, S.H.3
Tam, P.K.S.4
-
31
-
-
0024771475
-
Pattern classification using neural networks
-
R.P. Lippmann, Pattern classification using neural networks, IEEE Communications Magazine 27 (1989) 47-64.
-
(1989)
IEEE Communications Magazine
, vol.27
, pp. 47-64
-
-
Lippmann, R.P.1
-
32
-
-
33744512928
-
Hybridation of evolutionary algorithms and local search by means of a clustering method
-
Part. B: Cybernetics
-
A.C Martínez-Estudillo, C Hervás-Martínez, F.J. Martínez-Estudillo, N. García, Hybridation of evolutionary algorithms and local search by means of a clustering method, IEEE Transaction on Systems, Man and Cybernetics, Part. B: Cybernetics 36 (3) (2006) 534-546.
-
(2006)
IEEE Transaction on Systems, Man and Cybernetics
, vol.36
, Issue.3
, pp. 534-546
-
-
Martínez-Estudillo, A.C.1
Hervás-Martínez, C.2
Martínez-Estudillo, F.J.3
García, N.4
-
33
-
-
33744937909
-
Evolutionary product unit based neural networks for regression
-
A.C. Martínez-Estudillo, F.J. Martínez-Estudillo, C Hervás-Martínez, N. García, Evolutionary product unit based neural networks for regression, Neural Networks 19 (4) (2006) 477-486.
-
(2006)
Neural Networks
, vol.19
, Issue.4
, pp. 477-486
-
-
Martínez-Estudillo, A.C.1
Martínez-Estudillo, F.J.2
Hervás-Martínez, C.3
García, N.4
-
34
-
-
55349128771
-
Evolutionary product-unit neural networks classifiers
-
F.J. Martínez-Estudillo, C Hervás-Martínez, P.A. Gutiérrez, A.C. Martínez-Estudillo, Evolutionary product-unit neural networks classifiers, Neurocomputing 72 (1-3) (2008) 548-561.
-
(2008)
Neurocomputing
, vol.72
, Issue.1-3
, pp. 548-561
-
-
Martínez-Estudillo, F.J.1
Hervás-Martínez, C.2
Gutiérrez, P.A.3
Martínez-Estudillo, A.C.4
-
36
-
-
0026898938
-
On the training of radial basis function classifiers
-
M.T. Musavi, W. Ahmed, K.H. Chan, K.B. Farms, D.M. Hummels, On the training of radial basis function classifiers, Neural Networks 5 (1992) 595-603.
-
(1992)
Neural Networks
, vol.5
, pp. 595-603
-
-
Musavi, M.T.1
Ahmed, W.2
Chan, K.H.3
Farms, K.B.4
Hummels, D.M.5
-
37
-
-
33751560009
-
Regularisation in the selection of radial basis function centres
-
M.J.L Orr, Regularisation in the selection of radial basis function centres, Neural Computation 7 (3) (1995) 606-623.
-
(1995)
Neural Computation
, vol.7
, Issue.3
, pp. 606-623
-
-
Orr, M.J.L.1
-
38
-
-
0036856954
-
Effects of moving the centers in an RBF network
-
C Panchapakesan, M. Palaniswami, D. Ralph, C Manzie, Effects of moving the centers in an RBF network, IEEE Transactions on Neural Networks 13 (6) (2002) 1299-1307.
-
(2002)
IEEE Transactions on Neural Networks
, vol.13
, Issue.6
, pp. 1299-1307
-
-
Panchapakesan, C.1
Palaniswami, M.2
Ralph, D.3
Manzie, C.4
-
39
-
-
0026868102
-
Functional-link net computing: theory, system architecture, and functionalities
-
Y.H. Pao, Y. Takefuji, Functional-link net computing: theory, system architecture, and functionalities, IEEE Computer 25 (5) (1992) 76-79.
-
(1992)
IEEE Computer
, vol.25
, Issue.5
, pp. 76-79
-
-
Pao, Y.H.1
Takefuji, Y.2
-
40
-
-
0000106040
-
Universal approximation using radial basis function networks
-
J. Park, I.W. Sandberg, Universal approximation using radial basis function networks, Neural Computation 3 (2) (1991) 246-257.
-
(1991)
Neural Computation
, vol.3
, Issue.2
, pp. 246-257
-
-
Park, J.1
Sandberg, I.W.2
-
42
-
-
0022471098
-
Learning representations by backpropagating errors
-
D.E. Rumelhart, G.E. Hinton, R.J. Williams, Learning representations by backpropagating errors, Nature 323 (1986) 533-536.
-
(1986)
Nature
, vol.323
, pp. 533-536
-
-
Rumelhart, D.E.1
Hinton, G.E.2
Williams, R.J.3
-
43
-
-
0012942721
-
Tighter bounds of the VC-dimension of three layer networks
-
Erlbaum, Hillsdale, New Jersey
-
A. Sakurai, Tighter bounds of the VC-dimension of three layer networks, in: Proceedings of the World Congress on Neural Networks, Erlbaum, Hillsdale, New Jersey, 1993, pp. 540-543.
-
(1993)
Proceedings of the World Congress on Neural Networks
, pp. 540-543
-
-
Sakurai, A.1
-
44
-
-
0036482614
-
On the complexity of computing and learning with multiplicative neural networks
-
M. Schmitt, On the complexity of computing and learning with multiplicative neural networks, Neural Computation 14 (2001) 241-301.
-
(2001)
Neural Computation
, vol.14
, pp. 241-301
-
-
Schmitt, M.1
-
45
-
-
79952756175
-
Radial basis function neural networks have superlinear VC dimension
-
Lecture Notes in Artificial Intelligence
-
M. Schmitt, Radial basis function neural networks have superlinear VC dimension, in: Proceedings of the COLT/EuroCOLT2001, Lecture Notes in Artificial Intelligence, vol. 2111, 2001, pp. 14-30.
-
(2001)
Proceedings of the COLT/EuroCOLT2001
, vol.2111
, pp. 14-30
-
-
Schmitt, M.1
-
46
-
-
0026254768
-
A general regression neural network
-
D.F. Specht, A general regression neural network, IEEE Transactions on Neural Networks 2 (6) (1991) 568-576.
-
(1991)
IEEE Transactions on Neural Networks
, vol.2
, Issue.6
, pp. 568-576
-
-
Specht, D.F.1
-
47
-
-
0003455467
-
-
Kluwer Academic Publishers, USA
-
J.A.K. Suykens, J.P.L Vandewalle, B.L.R.D. Moor, Artificial Neural Networks for Modelling and Control of Non-linear Systems, Kluwer Academic Publishers, USA, 1996.
-
(1996)
Artificial Neural Networks for Modelling and Control of Non-linear Systems
-
-
Suykens, J.A.K.1
Vandewalle, J.P.L.2
Moor, B.L.R.D.3
-
48
-
-
0003992504
-
-
Prentice Hall, Englewood Cliffs, NJ
-
A.C. Tamhane, D.D. Dunlop, Statistics and Data Analysis, Prentice Hall, Englewood Cliffs, NJ, 2000.
-
(2000)
Statistics and Data Analysis
-
-
Tamhane, A.C.1
Dunlop, D.D.2
-
51
-
-
35748982409
-
JCLEC: a JAVA framework for evolutionary computation
-
S. Ventura, C. Romero, A. Zafra, J.A. Delgado, C. Hervas-Martinez, JCLEC: a JAVA framework for evolutionary computation, Soft Computing 12 (4) (2007) 381-392.
-
(2007)
Soft Computing
, vol.12
, Issue.4
, pp. 381-392
-
-
Ventura, S.1
Romero, C.2
Zafra, A.3
Delgado, J.A.4
Hervas-Martinez, C.5
-
52
-
-
33746915070
-
On global-local artificial neural networks for function approximation
-
D. Wedge, D. Ingram, D. McLean, C. Mingham, Z. Bandar, On global-local artificial neural networks for function approximation, IEEE Transactions on Neural Networks 17 (4) (2006) 942-952.
-
(2006)
IEEE Transactions on Neural Networks
, vol.17
, Issue.4
, pp. 942-952
-
-
Wedge, D.1
Ingram, D.2
McLean, D.3
Mingham, C.4
Bandar, Z.5
-
53
-
-
0033362601
-
Evolving artificial neural networks
-
X. Yao, Evolving artificial neural networks, Proceedings of the IEEE 87 (9) (1999) 1423-1447.
-
(1999)
Proceedings of the IEEE
, vol.87
, Issue.9
, pp. 1423-1447
-
-
Yao, X.1
-
54
-
-
0031143030
-
A new evolutionary system for evolving artificial neural networks
-
X. Yao, Y. Liu, A new evolutionary system for evolving artificial neural networks, IEEE Transactions on Neural Networks 8 (3) (1997) 694-713.
-
(1997)
IEEE Transactions on Neural Networks
, vol.8
, Issue.3
, pp. 694-713
-
-
Yao, X.1
Liu, Y.2
-
55
-
-
33846606846
-
A mended hybrid learning algorithm for radial basis function neural networks to improve generalization capability
-
Z.Q Zhao, D.S. Huang, A mended hybrid learning algorithm for radial basis function neural networks to improve generalization capability, Applied Mathematical Modelling 31 (2007) 1271-1281.
-
(2007)
Applied Mathematical Modelling
, vol.31
, pp. 1271-1281
-
-
Zhao, Z.Q.1
Huang, D.S.2
-
56
-
-
0032961082
-
A global learning algorithm for a RBF network
-
Q Zhu, Y. Cai, L Liu, A global learning algorithm for a RBF network, Neural Networks 12 (1999) 527-540.
-
(1999)
Neural Networks
, vol.12
, pp. 527-540
-
-
Zhu, Q.1
Cai, Y.2
Liu, L.3
|