Parametric Structure of Probabilities in Bayesian Networks. - Enrique F. Castillo; José Manuel Gutiérrez; Ali S. Hadi (ECSQARU, 1995)

Error Estimation in Approximate Bayesian Belief Network Inference. - Enrique F. Castillo; Remco R. Bouckaert; José María Sarabia; Cristina Solares (UAI, 1995)

Goal Oriented Symbolic Propagation in Bayesian Networks. - Enrique F. Castillo; José Manuel Gutiérrez; Ali S. Hadi (AAAI/IAAI, Vol. 2, 1996)

Tail Sensitivity Analysis in Bayesian Networks. - Enrique F. Castillo; Cristina Solares; Patricia Gómez (UAI, 1996)

A modified simulation scheme for inference in Bayesian networks. - Remco R. Bouckaert; Enrique F. Castillo; José Manuel Gutiérrez (Int. J. Approx. Reason., 1996)

A new method for efficient symbolic propagation in discrete Bayesian networks. - Enrique F. Castillo; José Manuel Gutiérrez; Ali S. Hadi (Networks, 1996)

Symbolic propagation and sensitivity analysis in Gaussian Bayesian networks with application to damage assessment. - Enrique F. Castillo; José Manuel Gutiérrez; Ali S. Hadi; Cristina Solares (Artif. Intell. Eng., 1997)

Tail Uncertainty Analysis in Complex Systems. - Enrique F. Castillo; Cristina Solares; Patricia Gómez (Artif. Intell., 1997)

Estimating extreme probabilities using tail simulated data. - Enrique F. Castillo; Cristina Solares; Patricia Gómez (Int. J. Approx. Reason., 1997)

Learning and Updating of Uncertainty in Dirichlet Models. - Enrique F. Castillo; Ali S. Hadi; Cristina Solares (Mach. Learn., 1997)

Some Characterizations of Families of Surfaces Using Functional Equations. - Enrique F. Castillo; Andrés Iglesias 001 (ACM Trans. Graph., 1997)

Sensitivity analysis in discrete Bayesian networks. - Enrique F. Castillo; José Manuel Gutiérrez; Ali S. Hadi (IEEE Trans. Syst. Man Cybern. Part A, 1997)

Expert Systems and Probabilistic Network Models - Enrique F. Castillo; José Manuel Gutiérrez; Ali S. Hadi (Springer, 1997)

Improving Search-Based Inference in Bayesian Networks. - Enrique F. Castillo; José Manuel Gutiérrez; Ali S. Hadi (FLAIRS, 1998)

Marginalizing in Undirected Graph and Hypergraph Models. - Enrique F. Castillo; Juan M. Fernández-Luna; Pilar Sanmartin (UAI, 1998)

Potential approach in marginalizing Gibbs models. - Enrique F. Castillo; Juan M. Fernández-Luna; Pilar Sanmartin (Int. J. Approx. Reason., 1999)

An expert system for coherent assessment of probabilities in multigraph models. - Enrique F. Castillo; Ali S. Hadi; Francisco Jubete; Cristina Solares (Networks, 1999)

Functional networks with applications: a neural-based paradigm [Book Review]. - Enrique F. Castillo; Angel Cobo; José Manuel Gutiérrez; Rosa Eva Pruneda (IEEE Trans. Neural Networks, 1999)

A general framework for functional networks. - Enrique F. Castillo; Angel Cobo; Ruslán Gómez-Nesterkin; Ali S. Hadi (Networks, 2000)

A Minimax Method for Learning Functional Networks. - Enrique F. Castillo; José Manuel Gutiérrez; Angel Cobo; Carmen Castillo (Neural Process. Lett., 2000)

A Measure of Noise Immunity for Functional Networks. - Enrique F. Castillo; Oscar Fontenla-Romero; Bertha Guijarro-Berdiñas; Amparo Alonso-Betanzos (IWANN (1), 2001)

Optimal Transformations in Multiple Linear Regression Using Functional Networks. - Enrique F. Castillo; Ali S. Hadi; Beatriz Lacruz (IWANN (1), 2001)

An Orthogonally Based Pivoting Transformation of Matrices and Some Applications. - Enrique F. Castillo; Angel Cobo; Francisco Jubete; Rosa Eva Pruneda; Carmen Castillo (SIAM J. Matrix Anal. Appl., 2001)

Some Applications of Functional Networks in Statistics and Engineering. - Enrique F. Castillo; José Manuel Gutiérrez; Ali S. Hadi; Beatriz Lacruz (Technometrics, 2001)

Estimating transition-probabilities in a dynamic graphic model with unobservable variables. - Enrique F. Castillo; Beatriz Lacruz; Pilar Lasala; Alberto Lekuona (IEEE Trans. Reliab., 2001)

Local Modeling Using Self-Organizing Maps and Single Layer Neural Networks. - Oscar Fontenla-Romero; Amparo Alonso-Betanzos; Enrique F. Castillo; José Carlos Príncipe; Bertha Guijarro-Berdiñas (ICANN, 2002)

Orthogonal Method for Linear Systems. Preconditioning. - Henar Herrero; Enrique F. Castillo; Rosa Eva Pruneda (International Conference on Computational Science (2), 2002)

A Global Optimum Approach for One-Layer Neural Networks. - Enrique F. Castillo; Oscar Fontenla-Romero; Bertha Guijarro-Berdiñas; Amparo Alonso-Betanzos (Neural Comput., 2002)

Computing failure probabilities. Applications to reliability analysis. - Enrique F. Castillo; Alfonso Fernández-Canteli; Roberto Mínguez (Reliab. Eng. Syst. Saf., 2002)

Accelerating the convergence speed of neural networks learning methods using least squares. - Oscar Fontenla-Romero; Deniz Erdogmus; José Carlos Príncipe; Amparo Alonso-Betanzos; Enrique F. Castillo (ESANN, 2003)

Linear Least-Squares Based Methods for Neural Networks Learning. - Oscar Fontenla-Romero; Deniz Erdogmus; José Carlos Príncipe; Amparo Alonso-Betanzos; Enrique F. Castillo (ICANN, 2003)

Accurate initialization of neural network weights by backpropagation of the desired response. - Deniz Erdogmus; Oscar Fontenla-Romero; José C. Príncipe; Amparo Alonso-Betanzos; Enrique F. Castillo; Robert Jenssen (IJCNN, 2003)

Recovering Missing Data with Functional and Bayesian Networks. - Enrique F. Castillo; Noelia Sánchez-Maroño; Amparo Alonso-Betanzos; Carmen Castillo (IWANN (2), 2003)

An alternative approach for addressing the failure probability-safety factor method with sensitivity analysis. - Enrique F. Castillo; Antonio J. Conejo; Roberto Mínguez; Carmen Castillo (Reliab. Eng. Syst. Saf., 2003)

Sensitivity analysis in Gaussian Bayesian networks using a symbolic-numerical technique. - Enrique F. Castillo; Uffe Kjærulff (Reliab. Eng. Syst. Saf., 2003)

Shear strength prediction using dimensional analysis and functional networks. - Amparo Alonso-Betanzos; Enrique F. Castillo; Oscar Fontenla-Romero; Noelia Sánchez-Maroño (ESANN, 2004)

A measure of fault tolerance for functional networks. - Oscar Fontenla-Romero; Enrique F. Castillo; Amparo Alonso-Betanzos; Bertha Guijarro-Berdiñas (Neurocomputing, 2004)

A General Method for Local Sensitivity Analysis With Application to Regression Models and Other Optimization Problems. - Enrique F. Castillo; Ali S. Hadi; Antonio J. Conejo; Alfonso Fernández-Canteli (Technometrics, 2004)

a new wrapper method for feature subset selection. - Noelia Sánchez-Maroño; Amparo Alonso-Betanzos; Enrique F. Castillo (ESANN, 2005)

Modelling Engineering Problems Using Dimensional Analysis for Feature Extraction. - Noelia Sánchez-Maroño; Oscar Fontenla-Romero; Enrique F. Castillo; Amparo Alonso-Betanzos (ICANN (2), 2005)

Linear-least-squares initialization of multilayer perceptrons through backpropagation of the desired response. - Deniz Erdogmus; Oscar Fontenla-Romero; José C. Príncipe; Amparo Alonso-Betanzos; Enrique F. Castillo (IEEE Trans. Neural Networks, 2005)

Functional Networks and Analysis of Variance for Feature Selection. - Noelia Sánchez-Maroño; María Caamaño-Fernández; Enrique F. Castillo; Amparo Alonso-Betanzos (IDEAL, 2006)

A Very Fast Learning Method for Neural Networks Based on Sensitivity Analysis. - Enrique F. Castillo; Bertha Guijarro-Berdiñas; Oscar Fontenla-Romero; Amparo Alonso-Betanzos (J. Mach. Learn. Res., 2006)

Interpreting linear systems of equalities and inequalities. Application to the water supply problem. - Enrique F. Castillo; Rosa Eva Pruneda; Cristina Solares; Roberto Mínguez (Numer. Linear Algebra Appl., 2006)

Solving Ordinary Differential Equations with Range Conditions. Applications. - Enrique F. Castillo; Antonio J. Conejo; Carmen Castillo; Roberto Mínguez (SIAM Rev., 2006)

The danger model: application to a competitive market. - Enrique F. Castillo; José María Sarabia; Elena Álvarez (Comput. Manag. Sci., 2007)

Observability in linear systems of equations and inequalities: Applications. - Enrique F. Castillo; Antonio J. Conejo; Rosa Eva Pruneda; Cristina Solares (Comput. Oper. Res., 2007)

Functional Network Topology Learning and Sensitivity Analysis Based on ANOVA Decomposition. - Enrique F. Castillo; Noelia Sánchez-Maroño; Amparo Alonso-Betanzos; Carmen Castillo (Neural Comput., 2007)

The Observability Problem in Traffic Network Models. - Enrique F. Castillo; Antonio J. Conejo; José María Menéndez; Pilar Jiménez (Comput. Aided Civ. Infrastructure Eng., 2008)

Traffic Estimation and Optimal Counting Location Without Path Enumeration Using Bayesian Networks. - Enrique F. Castillo; José María Menéndez; Santos Sánchez-Cambronero (Comput. Aided Civ. Infrastructure Eng., 2008)

Introduction. - Enrique F. Castillo; H. Michael Zhang; Hesham Rakha; Yasuo Asakura (Comput. Aided Civ. Infrastructure Eng., 2008)

Semi-parametric nonlinear regression and transformation using functional networks. - Enrique F. Castillo; Ali S. Hadi; Beatriz Lacruz; Rosa Eva Pruneda (Comput. Stat. Data Anal., 2008)

Dealing with the multiplicity of solutions of the l1 and l∞ regression models. - Enrique F. Castillo; Roberto Mínguez; Carmen Castillo; Antonio S. Cofiño (Eur. J. Oper. Res., 2008)

Sensitivity analysis in optimization and reliability problems. - Enrique F. Castillo; Roberto Mínguez; Carmen Castillo (Reliab. Eng. Syst. Saf., 2008)

Sensitivity Analysis in Calculus of Variations. Some Applications. - Enrique F. Castillo; Antonio J. Conejo; Ernesto Aranda (SIAM Rev., 2008)

The Observability Problem in Traffic Models: Algebraic and Topological Methods. - Enrique F. Castillo; Pilar Jiménez; José María Menéndez; Antonio J. Conejo (IEEE Trans. Intell. Transp. Syst., 2008)

On multivariate order statistics. Application to ranked set sampling. - Barry C. Arnold; Enrique F. Castillo; José María Sarabia (Comput. Stat. Data Anal., 2009)

An Exponential Model for Damage Accumulation. - Narayanaswamy Balakrishnan 001; Enrique F. Castillo; Alfonso Fernández-Canteli; Maria Kateri (Commun. Stat. Simul. Comput., 2009)

Combined regression models. - Enrique F. Castillo; Carmen Castillo; Ali S. Hadi; José M. Sarabia (Comput. Stat., 2009)

Multivariate order statistics via multivariate concomitants. - Barry C. Arnold; Enrique F. Castillo; José María Sarabia (J. Multivar. Anal., 2009)

Optimal Use of Plate-Scanning Resources for Route Flow Estimation in Traffic Networks. - Enrique F. Castillo; Inmaculada Gallego; José María Menéndez; Ana Rivas (IEEE Trans. Intell. Transp. Syst., 2010)

Matrix Tools for General Observability Analysis in Traffic Networks. - Enrique F. Castillo; Inmaculada Gallego; Santos Sánchez-Cambronero; Ana Rivas (IEEE Trans. Intell. Transp. Syst., 2010)

Link Flow Estimation in Traffic Networks on the Basis of Link Flow Observations. - Enrique F. Castillo; Inmaculada Gallego; José María Menéndez; Pilar Jiménez (J. Intell. Transp. Syst., 2011)

A FIFO Rule Consistent Model for the Continuous Dynamic Network Loading Problem. - Enrique F. Castillo; José María Menéndez; María Nogal; Pilar Jiménez; Santos Sánchez-Cambronero (IEEE Trans. Intell. Transp. Syst., 2012)

Stochastic Demand Dynamic Traffic Models Using Generalized Beta-Gaussian Bayesian Networks. - Enrique F. Castillo; María Nogal; José María Menéndez; Santos Sánchez-Cambronero; Pilar Jiménez (IEEE Trans. Intell. Transp. Syst., 2012)

Estimating the parameters of a fatigue model using Benders' decomposition. - Enrique F. Castillo; Roberto Mínguez; Antonio J. Conejo; Beatriz Pérez-Sánchez; Oscar Fontenla-Romero (Ann. Oper. Res., 2013)

Optimal engineering design via Benders' decomposition. - Roberto Mínguez; Antonio J. Conejo; Enrique F. Castillo (Ann. Oper. Res., 2013)

On the Qualities of a Leading Journal. - Enrique F. Castillo (Comput. Aided Civ. Infrastructure Eng., 2013)

Application of Observability Techniques to Structural System Identification. - Jose Antonio Lozano-Galant; María Nogal; Enrique F. Castillo; Jose Turmo (Comput. Aided Civ. Infrastructure Eng., 2013)

A percentile system optimization approach with and without path enumeration. - Enrique F. Castillo; Aida Calvino; Santos Sánchez-Cambronero; María Nogal; Ana Rivas (Comput. Oper. Res., 2013)

A Model for Continuous Dynamic Network Loading Problem with Different Overtaking Class Users. - Enrique F. Castillo; María Nogal; Aida Calviño; Ana Rivas; Hong K. Lo (J. Intell. Transp. Syst., 2013)

A Minimum Volume Covering Approach with a Set of Ellipsoids. - David Martínez-Rego; Enrique F. Castillo; Oscar Fontenla-Romero; Amparo Alonso-Betanzos (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Deriving the Upper Bound of the Number of Sensors Required to Know All Link Flows in a Traffic Network. - Enrique F. Castillo; Aida Calvino; José María Menéndez; Pilar Jiménez; Ana Rivas (IEEE Trans. Intell. Transp. Syst., 2013)

A Multiclass User Equilibrium Model Considering Overtaking Across Classes. - Enrique F. Castillo; Aida Calvino; Santos Sánchez-Cambronero; Hong K. Lo (IEEE Trans. Intell. Transp. Syst., 2013)

On the Probabilistic and Physical Consistency of Traffic Random Variables and Models. - Enrique F. Castillo; Aida Calviño; María Nogal; Hong K. Lo (Comput. Aided Civ. Infrastructure Eng., 2014)

A continuous bi-level model for the expansion of highway networks. - Eusebio Angulo; Enrique F. Castillo; Ricardo García-Ródenas; Jesús Sánchez-Vizcaíno (Comput. Oper. Res., 2014)

A hierarchical optimization problem: Estimating traffic flow using Gamma random variables in a Bayesian context. - Enrique F. Castillo; José María Menéndez; Santos Sánchez-Cambronero; Aida Calvino; José María Sarabia (Comput. Oper. Res., 2014)

An Alternate Double-Single Track Proposal for High-Speed Peripheral Railway Lines. - Enrique F. Castillo; Inmaculada Gallego; Santos Sánchez-Cambronero; José María Menéndez; Ana Rivas; María Nogal; Zacarías Grande (Comput. Aided Civ. Infrastructure Eng., 2015)

Truss Analysis Discussion and Interpretation Using Linear Systems of Equalities and Inequalities. - Roberto Mínguez; Enrique F. Castillo; Rosa Eva Pruneda; Cristina Solares (CoRR, 2015)

Distributed One-Class Support Vector Machine. - Enrique F. Castillo; Diego Peteiro-Barral; Bertha Guijarro-Berdiñas; Oscar Fontenla-Romero (Int. J. Neural Syst., 2015)

A State-of-the-Art Review of the Sensor Location, Flow Observability, Estimation, and Prediction Problems in Traffic Networks. - Enrique F. Castillo; Zacarías Grande; Aida Calviño; Wai Yuen Szeto; Hong K. Lo (J. Sensors, 2015)

A Markovian-Bayesian Network for Risk Analysis of High Speed and Conventional Railway Lines Integrating Human Errors. - Enrique F. Castillo; Aida Calviño; Zacarías Grande; Santos Sánchez-Cambronero; Inmaculada Gallego; Ana Rivas; José María Menéndez (Comput. Aided Civ. Infrastructure Eng., 2016)

Bayesian Networks-Based Probabilistic Safety Analysis for Railway Lines. - Enrique F. Castillo; Zacarías Grande; Aida Calviño (Comput. Aided Civ. Infrastructure Eng., 2016)

A Time Partitioning Technique for Railway Line Design and Timetable Optimization. - Enrique F. Castillo; Zacarías Grande; Paola Moraga; Jesús Sánchez-Vizcaíno (Comput. Aided Civ. Infrastructure Eng., 2016)

Bayesian Networks Probabilistic Safety Analysis of Highways and Roads. - Elena Mora; Zacarías Grande; Enrique F. Castillo (EUROCAST (2), 2017)

Complexity Reduction and Sensitivity Analysis in Road Probabilistic Safety Assessment Bayesian Network Models. - Enrique F. Castillo; Zacarías Grande; Elena Mora; Hong K. Lo; Xiangdong Xu (Comput. Aided Civ. Infrastructure Eng., 2017)

Proactive, Backward Analysis and Learning in Road Probabilistic Bayesian Network Models. - Enrique F. Castillo; Zacarías Grande; Elena Mora; Xiangdong Xu; Hong K. Lo (Comput. Aided Civ. Infrastructure Eng., 2017)

Highway and Road Probabilistic Safety Assessment Based on Bayesian Network Models. - Zacarías Grande; Enrique F. Castillo; Elena Mora; Hong K. Lo (Comput. Aided Civ. Infrastructure Eng., 2017)

A State of the Art Review of Systems of Linear Inequalities and Related Observability Problems. - Enrique F. Castillo (Algorithms, 2023)