Enrique F. Castillo

Publication Activity (10 Years)

Years Active: 1995-2023
Publications (10 Years): 12

Top Topics

Linear Inequalities

Bayesian Network Models

Traffic Network

Random Variables

Top Venues

Comput. Aided Civ. Infrastructure Eng.

Comput. Oper. Res.

Publications

Enrique F. Castillo
A State of the Art Review of Systems of Linear Inequalities and Related Observability Problems. Algorithms 16 (8) (2023)
Enrique F. Castillo, Zacarías Grande, Elena Mora, Hong K. Lo, Xiangdong Xu
Complexity Reduction and Sensitivity Analysis in Road Probabilistic Safety Assessment Bayesian Network Models. Comput. Aided Civ. Infrastructure Eng. 32 (7) (2017)
Zacarías Grande, Enrique F. Castillo, Elena Mora, Hong K. Lo
Highway and Road Probabilistic Safety Assessment Based on Bayesian Network Models. Comput. Aided Civ. Infrastructure Eng. 32 (5) (2017)
Elena Mora, Zacarías Grande, Enrique F. Castillo
Bayesian Networks Probabilistic Safety Analysis of Highways and Roads. EUROCAST (2) (2017)
Enrique F. Castillo, Zacarías Grande, Elena Mora, Xiangdong Xu, Hong K. Lo
Proactive, Backward Analysis and Learning in Road Probabilistic Bayesian Network Models. Comput. Aided Civ. Infrastructure Eng. 32 (10) (2017)
Enrique F. Castillo, Zacarías Grande, Aida Calviño
Bayesian Networks-Based Probabilistic Safety Analysis for Railway Lines. Comput. Aided Civ. Infrastructure Eng. 31 (9) (2016)
Enrique F. Castillo, Aida Calviño, Zacarías Grande, Santos Sánchez-Cambronero, Inmaculada Gallego, Ana Rivas, José María Menéndez
A Markovian-Bayesian Network for Risk Analysis of High Speed and Conventional Railway Lines Integrating Human Errors. Comput. Aided Civ. Infrastructure Eng. 31 (3) (2016)
Enrique F. Castillo, Zacarías Grande, Paola Moraga, Jesús Sánchez-Vizcaíno
A Time Partitioning Technique for Railway Line Design and Timetable Optimization. Comput. Aided Civ. Infrastructure Eng. 31 (8) (2016)
Enrique F. Castillo, Inmaculada Gallego, Santos Sánchez-Cambronero, José María Menéndez, Ana Rivas, María Nogal, Zacarías Grande
An Alternate Double-Single Track Proposal for High-Speed Peripheral Railway Lines. Comput. Aided Civ. Infrastructure Eng. 30 (3) (2015)
Enrique F. Castillo, Diego Peteiro-Barral, Bertha Guijarro-Berdiñas, Oscar Fontenla-Romero
Distributed One-Class Support Vector Machine. Int. J. Neural Syst. 25 (7) (2015)
Enrique F. Castillo, Zacarías Grande, Aida Calviño, Wai Yuen Szeto, Hong K. Lo
A State-of-the-Art Review of the Sensor Location, Flow Observability, Estimation, and Prediction Problems in Traffic Networks. J. Sensors 2015 (2015)
Roberto Mínguez, Enrique F. Castillo, Rosa Eva Pruneda, Cristina Solares
Truss Analysis Discussion and Interpretation Using Linear Systems of Equalities and Inequalities. CoRR (2015)
Eusebio Angulo, Enrique F. Castillo, Ricardo García-Ródenas, Jesús Sánchez-Vizcaíno
A continuous bi-level model for the expansion of highway networks. Comput. Oper. Res. 41 (2014)
Enrique F. Castillo, José María Menéndez, Santos Sánchez-Cambronero, Aida Calvino, José María Sarabia
A hierarchical optimization problem: Estimating traffic flow using Gamma random variables in a Bayesian context. Comput. Oper. Res. 41 (2014)
Enrique F. Castillo, Aida Calviño, María Nogal, Hong K. Lo
On the Probabilistic and Physical Consistency of Traffic Random Variables and Models. Comput. Aided Civ. Infrastructure Eng. 29 (7) (2014)
Enrique F. Castillo, Juan M. Fernández-Luna, Pilar Sanmartin
Marginalizing in Undirected Graph and Hypergraph Models CoRR (2013)
Enrique F. Castillo, Remco R. Bouckaert, José María Sarabia, Cristina Solares
Error Estimation in Approximate Bayesian Belief Network Inference CoRR (2013)
Jose Antonio Lozano-Galant, María Nogal, Enrique F. Castillo, Jose Turmo
Application of Observability Techniques to Structural System Identification. Comput. Aided Civ. Infrastructure Eng. 28 (6) (2013)
Enrique F. Castillo, Aida Calvino, Santos Sánchez-Cambronero, María Nogal, Ana Rivas
A percentile system optimization approach with and without path enumeration. Comput. Oper. Res. 40 (11) (2013)
Enrique F. Castillo, Aida Calvino, José María Menéndez, Pilar Jiménez, Ana Rivas
Deriving the Upper Bound of the Number of Sensors Required to Know All Link Flows in a Traffic Network. IEEE Trans. Intell. Transp. Syst. 14 (2) (2013)
Enrique F. Castillo, Roberto Mínguez, Antonio J. Conejo, Beatriz Pérez-Sánchez, Oscar Fontenla-Romero
Estimating the parameters of a fatigue model using Benders' decomposition. Ann. Oper. Res. 210 (1) (2013)
Enrique F. Castillo
On the Qualities of a Leading Journal. Comput. Aided Civ. Infrastructure Eng. 28 (9) (2013)
Enrique F. Castillo, María Nogal, Aida Calviño, Ana Rivas, Hong K. Lo
A Model for Continuous Dynamic Network Loading Problem with Different Overtaking Class Users. J. Intell. Transp. Syst. 17 (4) (2013)
Enrique F. Castillo, Cristina Solares, Patricia Gómez
Tail Sensitivity Analysis in Bayesian Networks CoRR (2013)
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) (2013)
Roberto Mínguez, Antonio J. Conejo, Enrique F. Castillo
Optimal engineering design via Benders' decomposition. Ann. Oper. Res. 210 (1) (2013)
Enrique F. Castillo, Aida Calvino, Santos Sánchez-Cambronero, Hong K. Lo
A Multiclass User Equilibrium Model Considering Overtaking Across Classes. IEEE Trans. Intell. Transp. Syst. 14 (2) (2013)
Enrique F. Castillo, José María Menéndez, María Nogal, Pilar Jiménez, Santos Sánchez-Cambronero
A FIFO Rule Consistent Model for the Continuous Dynamic Network Loading Problem. IEEE Trans. Intell. Transp. Syst. 13 (1) (2012)
Enrique F. Castillo, María Nogal, José María Menéndez, Santos Sánchez-Cambronero, Pilar Jiménez
Stochastic Demand Dynamic Traffic Models Using Generalized Beta-Gaussian Bayesian Networks. IEEE Trans. Intell. Transp. Syst. 13 (2) (2012)
Enrique F. Castillo, Inmaculada Gallego, José María Menéndez, Pilar Jiménez
Link Flow Estimation in Traffic Networks on the Basis of Link Flow Observations. J. Intell. Transp. Syst. 15 (4) (2011)
Enrique F. Castillo, Inmaculada Gallego, José María Menéndez, Ana Rivas
Optimal Use of Plate-Scanning Resources for Route Flow Estimation in Traffic Networks. IEEE Trans. Intell. Transp. Syst. 11 (2) (2010)
Enrique F. Castillo, Inmaculada Gallego, Santos Sánchez-Cambronero, Ana Rivas
Matrix Tools for General Observability Analysis in Traffic Networks. IEEE Trans. Intell. Transp. Syst. 11 (4) (2010)
Barry C. Arnold, Enrique F. Castillo, José María Sarabia
Multivariate order statistics via multivariate concomitants. J. Multivar. Anal. 100 (5) (2009)
Barry C. Arnold, Enrique F. Castillo, José María Sarabia
On multivariate order statistics. Application to ranked set sampling. Comput. Stat. Data Anal. 53 (12) (2009)
Enrique F. Castillo, Carmen Castillo, Ali S. Hadi, José M. Sarabia
Combined regression models. Comput. Stat. 24 (1) (2009)
Narayanaswamy Balakrishnan, Enrique F. Castillo, Alfonso Fernández-Canteli, Maria Kateri
An Exponential Model for Damage Accumulation. Commun. Stat. Simul. Comput. 38 (2) (2009)
Enrique F. Castillo, José María Menéndez, Santos Sánchez-Cambronero
Traffic Estimation and Optimal Counting Location Without Path Enumeration Using Bayesian Networks. Comput. Aided Civ. Infrastructure Eng. 23 (3) (2008)
Enrique F. Castillo, Roberto Mínguez, Carmen Castillo
Sensitivity analysis in optimization and reliability problems. Reliab. Eng. Syst. Saf. 93 (12) (2008)
Enrique F. Castillo, Ali S. Hadi, Beatriz Lacruz, Rosa Eva Pruneda
Semi-parametric nonlinear regression and transformation using functional networks. Comput. Stat. Data Anal. 52 (4) (2008)
Enrique F. Castillo, Pilar Jiménez, José María Menéndez, Antonio J. Conejo
The Observability Problem in Traffic Models: Algebraic and Topological Methods. IEEE Trans. Intell. Transp. Syst. 9 (2) (2008)
Enrique F. Castillo, Antonio J. Conejo, Ernesto Aranda
Sensitivity Analysis in Calculus of Variations. Some Applications. SIAM Rev. 50 (2) (2008)
Enrique F. Castillo, H. Michael Zhang, Hesham Rakha, Yasuo Asakura
Introduction. Comput. Aided Civ. Infrastructure Eng. 23 (2) (2008)
Enrique F. Castillo, Roberto Mínguez, Carmen Castillo, Antonio S. Cofiño
regression models. Eur. J. Oper. Res. 188 (2) (2008)
Enrique F. Castillo, Antonio J. Conejo, José María Menéndez, Pilar Jiménez
The Observability Problem in Traffic Network Models. Comput. Aided Civ. Infrastructure Eng. 23 (3) (2008)
Enrique F. Castillo, Antonio J. Conejo, Rosa Eva Pruneda, Cristina Solares
Observability in linear systems of equations and inequalities: Applications. Comput. Oper. Res. 34 (6) (2007)
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) (2007)
Enrique F. Castillo, José María Sarabia, Elena Álvarez
The danger model: application to a competitive market. Comput. Manag. Sci. 4 (4) (2007)
Enrique F. Castillo, Antonio J. Conejo, Carmen Castillo, Roberto Mínguez
Solving Ordinary Differential Equations with Range Conditions. Applications. SIAM Rev. 48 (2) (2006)
Noelia Sánchez-Maroño, María Caamaño-Fernández, Enrique F. Castillo, Amparo Alonso-Betanzos
Functional Networks and Analysis of Variance for Feature Selection. IDEAL (2006)
Enrique F. Castillo, Rosa Eva Pruneda, Cristina Solares, Roberto Mínguez
Interpreting linear systems of equalities and inequalities. Application to the water supply problem. Numer. Linear Algebra Appl. 13 (5) (2006)
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 (2006)
Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Enrique F. Castillo
a new wrapper method for feature subset selection. ESANN (2005)
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) (2005)
Noelia Sánchez-Maroño, Oscar Fontenla-Romero, Enrique F. Castillo, Amparo Alonso-Betanzos
Modelling Engineering Problems Using Dimensional Analysis for Feature Extraction. ICANN (2) (2005)
Amparo Alonso-Betanzos, Enrique F. Castillo, Oscar Fontenla-Romero, Noelia Sánchez-Maroño
Shear strength prediction using dimensional analysis and functional networks. ESANN (2004)
Oscar Fontenla-Romero, Enrique F. Castillo, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas
A measure of fault tolerance for functional networks. Neurocomputing 62 (2004)
Enrique F. Castillo, Ali S. Hadi, Antonio J. Conejo, Alfonso Fernández-Canteli
A General Method for Local Sensitivity Analysis With Application to Regression Models and Other Optimization Problems. Technometrics 46 (4) (2004)
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)
Enrique F. Castillo, Antonio J. Conejo, Roberto Mínguez, Carmen Castillo
An alternative approach for addressing the failure probability-safety factor method with sensitivity analysis. Reliab. Eng. Syst. Saf. 82 (2) (2003)
Enrique F. Castillo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Carmen Castillo
Recovering Missing Data with Functional and Bayesian Networks. IWANN (2) (2003)
Enrique F. Castillo, Uffe Kjærulff
Sensitivity analysis in Gaussian Bayesian networks using a symbolic-numerical technique. Reliab. Eng. Syst. Saf. 79 (2) (2003)
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)
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) (2002)
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)
Enrique F. Castillo, Alfonso Fernández-Canteli, Roberto Mínguez
Computing failure probabilities. Applications to reliability analysis. Reliab. Eng. Syst. Saf. 77 (2) (2002)
Henar Herrero, Enrique F. Castillo, Rosa Eva Pruneda
Orthogonal Method for Linear Systems. Preconditioning. International Conference on Computational Science (2) (2002)
Enrique F. Castillo, Beatriz Lacruz, Pilar Lasala, Alberto Lekuona
Estimating transition-probabilities in a dynamic graphic model with unobservable variables. IEEE Trans. Reliab. 50 (2) (2001)
Enrique F. Castillo, Angel Cobo, Francisco Jubete, Rosa Eva Pruneda, Carmen Castillo
An Orthogonally Based Pivoting Transformation of Matrices and Some Applications. SIAM J. Matrix Anal. Appl. 22 (3) (2001)
Enrique F. Castillo, Ali S. Hadi, Beatriz Lacruz
Optimal Transformations in Multiple Linear Regression Using Functional Networks. IWANN (1) (2001)
Enrique F. Castillo, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos
A Measure of Noise Immunity for Functional Networks. IWANN (1) (2001)
Enrique F. Castillo, José Manuel Gutiérrez, Ali S. Hadi, Beatriz Lacruz
Some Applications of Functional Networks in Statistics and Engineering. Technometrics 43 (1) (2001)
Enrique F. Castillo, José Manuel Gutiérrez, Angel Cobo, Carmen Castillo
A Minimax Method for Learning Functional Networks. Neural Process. Lett. 11 (1) (2000)
Enrique F. Castillo, Angel Cobo, Ruslán Gómez-Nesterkin, Ali S. Hadi
A general framework for functional networks. Networks 35 (1) (2000)
Enrique F. Castillo, Ali S. Hadi, Francisco Jubete, Cristina Solares
An expert system for coherent assessment of probabilities in multigraph models. Networks 33 (3) (1999)
Enrique F. Castillo, Angel Cobo, José Manuel Gutiérrez, Rosa Eva Pruneda
Functional networks with applications: a neural-based paradigm [Book Review]. IEEE Trans. Neural Networks 10 (4) (1999)
Enrique F. Castillo, Juan M. Fernández-Luna, Pilar Sanmartin
Potential approach in marginalizing Gibbs models. Int. J. Approx. Reason. 21 (3) (1999)
Enrique F. Castillo, José Manuel Gutiérrez, Ali S. Hadi
Improving Search-Based Inference in Bayesian Networks. FLAIRS Conference (1998)
Enrique F. Castillo, Juan M. Fernández-Luna, Pilar Sanmartin
Marginalizing in Undirected Graph and Hypergraph Models. UAI (1998)
Enrique F. Castillo, José Manuel Gutiérrez, Ali S. Hadi
Sensitivity analysis in discrete Bayesian networks. IEEE Trans. Syst. Man Cybern. Part A 27 (4) (1997)
Enrique F. Castillo, Cristina Solares, Patricia Gómez
Estimating extreme probabilities using tail simulated data. Int. J. Approx. Reason. 17 (2-3) (1997)
Enrique F. Castillo, Ali S. Hadi, Cristina Solares
Learning and Updating of Uncertainty in Dirichlet Models. Mach. Learn. 26 (1) (1997)
Enrique F. Castillo, José Manuel Gutiérrez, Ali S. Hadi, Cristina Solares
Symbolic propagation and sensitivity analysis in Gaussian Bayesian networks with application to damage assessment. Artif. Intell. Eng. 11 (2) (1997)
Enrique F. Castillo, Cristina Solares, Patricia Gómez
Tail Uncertainty Analysis in Complex Systems. Artif. Intell. 96 (2) (1997)
Enrique F. Castillo, Andrés Iglesias
Some Characterizations of Families of Surfaces Using Functional Equations. ACM Trans. Graph. 16 (3) (1997)
Enrique F. Castillo, Cristina Solares, Patricia Gómez
Tail Sensitivity Analysis in Bayesian Networks. UAI (1996)
Enrique F. Castillo, José Manuel Gutiérrez, Ali S. Hadi
Goal Oriented Symbolic Propagation in Bayesian Networks. AAAI/IAAI, Vol. 2 (1996)
Enrique F. Castillo, José Manuel Gutiérrez, Ali S. Hadi
A new method for efficient symbolic propagation in discrete Bayesian networks. Networks 28 (1) (1996)
Remco R. Bouckaert, Enrique F. Castillo, José Manuel Gutiérrez
A modified simulation scheme for inference in Bayesian networks. Int. J. Approx. Reason. 14 (1) (1996)
Enrique F. Castillo, Remco R. Bouckaert, José María Sarabia, Cristina Solares
Error Estimation in Approximate Bayesian Belief Network Inference. UAI (1995)
Enrique F. Castillo, José Manuel Gutiérrez, Ali S. Hadi
Parametric Structure of Probabilities in Bayesian Networks. ECSQARU (1995)