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Enrique F. Castillo
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Publications
- 2013
- [j49]David Martínez-Rego, Enrique F. Castillo, Oscar Fontenla-Romero, Amparo Alonso-Betanzos:
A Minimum Volume Covering Approach with a Set of Ellipsoids. IEEE Trans. Pattern Anal. Mach. Intell. 35(12): 2997-3009 (2013) - 2007
- [j27]Enrique F. Castillo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Carmen Castillo:
Functional Network Topology Learning and Sensitivity Analysis Based on ANOVA Decomposition. Neural Comput. 19(1): 231-257 (2007) - 2006
- [j26]Enrique F. Castillo, Bertha Guijarro-Berdiñas, Oscar Fontenla-Romero, Amparo Alonso-Betanzos:
A Very Fast Learning Method for Neural Networks Based on Sensitivity Analysis. J. Mach. Learn. Res. 7: 1159-1182 (2006) - [c17]Noelia Sánchez-Maroño, María Caamaño-Fernández, Enrique F. Castillo, Amparo Alonso-Betanzos:
Functional Networks and Analysis of Variance for Feature Selection. IDEAL 2006: 1031-1038 - 2005
- [j23]Deniz Erdogmus, Oscar Fontenla-Romero, José C. Príncipe, Amparo Alonso-Betanzos, Enrique F. Castillo:
Linear-least-squares initialization of multilayer perceptrons through backpropagation of the desired response. IEEE Trans. Neural Networks 16(2): 325-337 (2005) - [c16]Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Enrique F. Castillo:
a new wrapper method for feature subset selection. ESANN 2005: 515-520 - [c15]Noelia Sánchez-Maroño, Oscar Fontenla-Romero, Enrique F. Castillo, Amparo Alonso-Betanzos:
Modelling Engineering Problems Using Dimensional Analysis for Feature Extraction. ICANN (2) 2005: 949-954 - 2004
- [j22]Oscar Fontenla-Romero, Enrique F. Castillo, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas:
A measure of fault tolerance for functional networks. Neurocomputing 62: 327-347 (2004) - [c14]Amparo Alonso-Betanzos, Enrique F. Castillo, Oscar Fontenla-Romero, Noelia Sánchez-Maroño:
Shear strength prediction using dimensional analysis and functional networks. ESANN 2004: 251-256 - 2003
- [c13]Oscar Fontenla-Romero, Deniz Erdogmus, José Carlos Príncipe, Amparo Alonso-Betanzos, Enrique F. Castillo:
Accelerating the convergence speed of neural networks learning methods using least squares. ESANN 2003: 255-260 - [c12]Oscar Fontenla-Romero, Deniz Erdogmus, José Carlos Príncipe, Amparo Alonso-Betanzos, Enrique F. Castillo:
Linear Least-Squares Based Methods for Neural Networks Learning. ICANN 2003: 84-91 - [c11]Enrique F. Castillo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Carmen Castillo:
Recovering Missing Data with Functional and Bayesian Networks. IWANN (2) 2003: 489-496 - 2002
- [j18]Enrique F. Castillo, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos:
A Global Optimum Approach for One-Layer Neural Networks. Neural Comput. 14(6): 1429-1449 (2002) - [c10]Oscar Fontenla-Romero, Amparo Alonso-Betanzos, Enrique F. Castillo, José Carlos Príncipe, Bertha Guijarro-Berdiñas:
Local Modeling Using Self-Organizing Maps and Single Layer Neural Networks. ICANN 2002: 945-950 - 2001
- [c8]Enrique F. Castillo, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos:
A Measure of Noise Immunity for Functional Networks. IWANN (1) 2001: 293-300
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