Enrique Castillo

2008
38	EE	Enrique Castillo, Ali S. Hadi, Beatriz Lacruz, Rosa Eva Pruneda: Semi-parametric nonlinear regression and transformation using functional networks. Computational Statistics & Data Analysis 52(4): 2129-2157 (2008)
37	EE	Enrique Castillo, Roberto Mínguez, Carmen Castillo, Antonio S. Cofiño: Dealing with the multiplicity of solutions of the l1 and l INFINITY regression models. European Journal of Operational Research 188(2): 460-484 (2008)
36	EE	Enrique Castillo, Pilar Jimenez, Jose Maria Menendez, Antonio J. Conejo: The Observability Problem in Traffic Models: Algebraic and Topological Methods. IEEE Transactions on Intelligent Transportation Systems 9(2): 275-287 (2008)
2007
35	EE	Enrique Castillo, Antonio J. Conejo, Rosa Eva Pruneda, Cristina Solares: Observability in linear systems of equations and inequalities: Applications. Computers & OR 34(6): 1708-1720 (2007)
34	EE	Enrique Castillo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Carmen Castillo: Functional Network Topology Learning and Sensitivity Analysis Based on ANOVA Decomposition. Neural Computation 19(1): 231-257 (2007)
2006
33	EE	Noelia Sánchez-Maroño, María Caamaño-Fernández, Enrique Castillo, Amparo Alonso-Betanzos: Functional Networks and Analysis of Variance for Feature Selection. IDEAL 2006: 1031-1038
32	EE	Enrique Castillo, Bertha Guijarro-Berdiñas, Oscar Fontenla-Romero, Amparo Alonso-Betanzos: A Very Fast Learning Method for Neural Networks Based on Sensitivity Analysis. Journal of Machine Learning Research 7: 1159-1182 (2006)
2005
31	EE	Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Enrique Castillo: a new wrapper method for feature subset selection. ESANN 2005: 515-520
30	EE	Noelia Sánchez-Maroño, Oscar Fontenla-Romero, Enrique Castillo, Amparo Alonso-Betanzos: Modelling Engineering Problems Using Dimensional Analysis for Feature Extraction. ICANN (2) 2005: 949-954
2004
29	EE	Amparo Alonso-Betanzos, Enrique Castillo, Oscar Fontenla-Romero, Noelia Sánchez-Maroño: Shear strength prediction using dimensional analysis and functional networks. ESANN 2004: 251-256
28	EE	Oscar Fontenla-Romero, Enrique Castillo, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas: A measure of fault tolerance for functional networks. Neurocomputing 62: 327-347 (2004)
2003
27	EE	Oscar Fontenla-Romero, Deniz Erdogmus, José Carlos Príncipe, Amparo Alonso-Betanzos, Enrique Castillo: Accelerating the convergence speed of neural networks learning methods using least squares. ESANN 2003: 255-260
26	EE	Oscar Fontenla-Romero, Deniz Erdogmus, José Carlos Príncipe, Amparo Alonso-Betanzos, Enrique Castillo: Linear Least-Squares Based Methods for Neural Networks Learning. ICANN 2003: 84-91
25	EE	Enrique Castillo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Carmen Castillo: Recovering Missing Data with Functional and Bayesian Networks. IWANN (2) 2003: 489-496
2002
24	EE	Oscar Fontenla-Romero, Amparo Alonso-Betanzos, Enrique Castillo, José Carlos Príncipe, Bertha Guijarro-Berdiñas: Local Modeling Using Self-Organizing Maps and Single Layer Neural Networks. ICANN 2002: 945-950
23	EE	Henar Herrero, Enrique Castillo, Rosa Eva Pruneda: Orthogonal Method for Linear Systems. Preconditioning. International Conference on Computational Science (2) 2002: 374-382
22	EE	Enrique Castillo, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos: A Global Optimum Approach for One-Layer Neural Networks. Neural Computation 14(6): 1429-1449 (2002)
2001
21	EE	Enrique Castillo, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos: A Measure of Noise Immunity for Functional Networks. IWANN (1) 2001: 293-300
20	EE	Enrique Castillo, Ali S. Hadi, Beatriz Lacruz: Optimal Transformations in Multiple Linear Regression Using Functional Networks. IWANN (1) 2001: 316-324
2000
19	EE	Enrique Castillo, Angel Cobo, Ruslán Gómez-Nesterkin, Ali S. Hadi: A general framework for functional networks. Networks 35(1): 70-82 (2000)
18		Enrique Castillo, José Manuel Gutiérrez, Angel Cobo, Carmen Castillo: A Minimax Method for Learning Functional Networks. Neural Processing Letters 11(1): 39-49 (2000)
1999
17	EE	Enrique Castillo, Angel Cobo, José Manuel Gutiérrez, Rosa Eva Pruneda: Functional networks with applications: a neural-based paradigm [Book Review]. IEEE Transactions on Neural Networks 10(4): 982-982 (1999)
16	EE	Enrique Castillo, Juan Ferrándiz, Pilar Sanmartin: Potential approach in marginalizing Gibbs models. Int. J. Approx. Reasoning 21(3): 257-290 (1999)
15	EE	Enrique Castillo, Ali S. Hadi, F. Jubete, Cristina Solares: An expert system for coherent assessment of probabilities in multigraph models. Networks 33(3): 193-206 (1999)
1998
14		Enrique Castillo, José Manuel Gutiérrez, Ali S. Hadi: Improving Search-Based Inference in Bayesian Networks. FLAIRS Conference 1998: 405-409
13	EE	Enrique Castillo, Juan M. Fernández-Luna, Pilar Sanmartin: Marginalizing in Undirected Graph and Hypergraph Models. UAI 1998: 69-78
12		Enrique Castillo: Functional Networks. Neural Processing Letters 7(3): 151-159 (1998)
1997
11	EE	Enrique Castillo, Andrés Iglesias: Some Characterizations of Families of Surfaces Using Functional Equations. ACM Trans. Graph. 16(3): 296-318 (1997)
10	EE	Enrique Castillo, José Manuel Gutiérrez, Ali S. Hadi, Cristina Solares: Symbolic propagation and sensitivity analysis in Gaussian Bayesian networks with application to damage assessment. AI in Engineering 11(2): 173-181 (1997)
9	EE	Enrique Castillo, Cristina Solares, Patricia Gómez: Tail Uncertainty Analysis in Complex Systems. Artif. Intell. 96(2): 395-419 (1997)
8	EE	Enrique Castillo, Cristina Solares, Patricia Gómez: Estimating extreme probabilities using tail simulated data. Int. J. Approx. Reasoning 17(2-3): 163-189 (1997)
7		Enrique Castillo, Ali S. Hadi, Cristina Solares: Learning and Updating of Uncertainty in Dirichlet Models. Machine Learning 26(1): 43-63 (1997)
1996
6		Enrique Castillo, José Manuel Gutiérrez, Ali S. Hadi: Goal Oriented Symbolic Propagation in Bayesian Networks. AAAI/IAAI, Vol. 2 1996: 1263-1268
5	EE	Enrique Castillo, Cristina Solares, Patricia Gómez: Tail Sensitivity Analysis in Bayesian Networks. UAI 1996: 133-140
4	EE	Remco R. Bouckaert, Enrique Castillo, José Manuel Gutiérrez: A modified simulation scheme for inference in Bayesian networks. Int. J. Approx. Reasoning 14(1): 55-80 (1996)
3	EE	Enrique Castillo, José Manuel Gutiérrez, Ali S. Hadi: A new method for efficient symbolic propagation in discrete Bayesian networks. Networks 28(1): 31-43 (1996)
1995
2		Enrique Castillo, José Manuel Gutiérrez, Ali S. Hadi: Parametric Structure of Probabilities in Bayesian Networks. ECSQARU 1995: 89-98
1	EE	Enrique Castillo, Remco R. Bouckaert, José María Sarabia, Cristina Solares: Error Estimation in Approximate Bayesian Belief Network Inference. UAI 1995: 55-62

Coauthor Index

1	Amparo Alonso-Betanzos	[21] [22] [24] [25] [26] [27] [28] [29] [30] [31] [32] [33] [34]
2	Remco R. Bouckaert	[1] [4]
3	María Caamaño-Fernández	[33]
4	Carmen Castillo	[18] [25] [34] [37]
5	Angel Cobo	[17] [18] [19]
6	Antonio S. Cofiño	[37]
7	Antonio J. Conejo	[35] [36]
8	Deniz Erdogmus	[26] [27]
9	Juan M. Fernández-Luna	[13]
10	Juan Ferrándiz	[16]
11	Oscar Fontenla-Romero	[21] [22] [24] [26] [27] [28] [29] [30] [32]
12	Patricia Gómez	[5] [8] [9]
13	Ruslán Gómez-Nesterkin	[19]
14	Bertha Guijarro-Berdiñas	[21] [22] [24] [28] [32]
15	José Manuel Gutiérrez	[2] [3] [4] [6] [10] [14] [17] [18]
16	Ali S. Hadi	[2] [3] [6] [7] [10] [14] [15] [19] [20] [38]
17	Henar Herrero	[23]
18	Andrés Iglesias	[11]
19	Pilar Jimenez	[36]
20	F. Jubete	[15]
21	Beatriz Lacruz	[20] [38]
22	Jose Maria Menendez	[36]
23	Roberto Mínguez	[37]
24	José Carlos Príncipe (José C. Príncipe, Jose C. Principe)	[24] [26] [27]
25	Rosa Eva Pruneda	[17] [23] [35] [38]
26	Noelia Sánchez-Maroño	[25] [29] [30] [31] [33] [34]
27	Pilar Sanmartin	[13] [16]
28	José María Sarabia	[1]
29	Cristina Solares	[1] [5] [7] [8] [9] [10] [15] [35]

Colors in the list of coauthors