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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

A Minimum Volume Covering Approach with a Set of Ellipsoids. - Martínez-Rego, David; Castillo, Enrique F.; Fontenla-Romero, Oscar; Alonso-Betanzos, Amparo (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. - Castillo, Enrique F.; Calvino, Aida; Menéndez, José María; Jiménez, Pilar; Rivas, Ana (IEEE Trans. Intell. Transp. Syst., 2013)

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

Marginalizing in Undirected Graph and Hypergraph Models - Castillo, Enrique F.; Fernández-Luna, Juan M.; Sanmartin, Pilar (CoRR, 2013)

Tail Sensitivity Analysis in Bayesian Networks - Castillo, Enrique F.; Solares, Cristina; Gómez, Patricia (CoRR, 2013)

Error Estimation in Approximate Bayesian Belief Network Inference - Castillo, Enrique F.; Bouckaert, Remco R.; Sarabia, José María; Solares, Cristina (CoRR, 2013)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Orthogonal Method for Linear Systems. Preconditioning. - Herrero, Henar; Castillo, Enrique F.; Pruneda, Rosa Eva (2002)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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