| 2008 | ||
|---|---|---|
| 38 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Enrique Castillo: a new wrapper method for feature subset selection. ESANN 2005: 515-520 | |
| 30 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | Henar Herrero, Enrique Castillo, Rosa Eva Pruneda: Orthogonal Method for Linear Systems. Preconditioning. International Conference on Computational Science (2) 2002: 374-382 | |
| 22 | 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 | 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 | Enrique Castillo, Ali S. Hadi, Beatriz Lacruz: Optimal Transformations in Multiple Linear Regression Using Functional Networks. IWANN (1) 2001: 316-324 | |
| 2000 | ||
| 19 | 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 | 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 | Enrique Castillo, Juan Ferrándiz, Pilar Sanmartin: Potential approach in marginalizing Gibbs models. Int. J. Approx. Reasoning 21(3): 257-290 (1999) | |
| 15 | 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 | 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 | Enrique Castillo, Andrés Iglesias: Some Characterizations of Families of Surfaces Using Functional Equations. ACM Trans. Graph. 16(3): 296-318 (1997) | |
| 10 | 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 | Enrique Castillo, Cristina Solares, Patricia Gómez: Tail Uncertainty Analysis in Complex Systems. Artif. Intell. 96(2): 395-419 (1997) | |
| 8 | 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 | Enrique Castillo, Cristina Solares, Patricia Gómez: Tail Sensitivity Analysis in Bayesian Networks. UAI 1996: 133-140 | |
| 4 | 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 | 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 | Enrique Castillo, Remco R. Bouckaert, José María Sarabia, Cristina Solares: Error Estimation in Approximate Bayesian Belief Network Inference. UAI 1995: 55-62 | |