Enrique F. Castillo

发表

Sensitivity analysis in discrete Bayesian networks

Enrique F. Castillo, José Manuel Gutiérrez, Ali S. Hadi, 1997, IEEE Trans. Syst. Man Cybern. Part A.

Symbolic propagation and sensitivity analysis in Gaussian Bayesian networks with application to damage assessment

Enrique F. Castillo, José Manuel Gutiérrez, Ali S. Hadi, 1997, Artif. Intell. Eng..

Optimal engineering design via Benders’ decomposition

Enrique F. Castillo, Antonio J. Conejo, Roberto Mínguez, 2013, Ann. Oper. Res..

Traffic Estimation and Optimal Counting Location Without Path Enumeration Using Bayesian Networks

Enrique F. Castillo, Santos Sánchez-Cambronero, José María Menéndez, 2008, Comput. Aided Civ. Infrastructure Eng..

Interpreting linear systems of equalities and inequalities. Application to the water supply problem

Enrique F. Castillo, Roberto Mínguez, Cristina Solares, 2006, Numer. Linear Algebra Appl..

A State-of-the-Art Review of the Sensor Location, Flow Observability, Estimation, and Prediction Problems in Traffic Networks

W. Y. Szeto, Wai Yuen Szeto, Enrique F. Castillo, 2015, J. Sensors.

Tail Sensitivity Analysis in Bayesian Networks

Enrique F. Castillo, Cristina Solares, Patricia Gómez, 1996, UAI.

Dealing with the multiplicity of solutions of the l1 and l∞ regression models

Enrique F. Castillo, Carmen Castillo, Antonio S. Cofiño, 2008, Eur. J. Oper. Res..

A Minimax Method for Learning Functional Networks

Enrique F. Castillo, José Manuel Gutiérrez, Angel Cobo, 2000, Neural Processing Letters.

Potential approach in marginalizing Gibbs models

Juan M. Fernández-Luna, Enrique F. Castillo, Pilar Sanmartin, 1999, Int. J. Approx. Reason..

A Model for Continuous Dynamic Network Loading Problem with Different Overtaking Class Users

Enrique F. Castillo, Ana Rivas, Hong K. Lo, 2013, J. Intell. Transp. Syst..

Some Applications of Functional Networks in Statistics and Engineering

Enrique F. Castillo, José Manuel Gutiérrez, Ali S. Hadi, 2001, Technometrics.

Bayesian Networks Probabilistic Safety Analysis of Highways and Roads

Enrique F. Castillo, Elena Mora, Zacarías Grande, 2017, EUROCAST.

Functional Network Topology Learning and Sensitivity Analysis Based on ANOVA Decomposition

Amparo Alonso-Betanzos, Enrique F. Castillo, Noelia Sánchez-Maroño, 2007, Neural Computation.

Shear strength prediction using dimensional analysis and functional networks

Amparo Alonso-Betanzos, Enrique F. Castillo, Oscar Fontenla-Romero, 2004, ESANN.

Tail Uncertainty Analysis in Complex Systems

Enrique F. Castillo, Cristina Solares, Patricia Gómez, 1997, Artif. Intell..

The Observability Problem in Traffic Models: Algebraic and Topological Methods

Enrique F. Castillo, Antonio J. Conejo, José María Menéndez, 2008, IEEE Transactions on Intelligent Transportation Systems.

A Global Optimum Approach for One-Layer Neural Networks

Amparo Alonso-Betanzos, Enrique F. Castillo, Oscar Fontenla-Romero, 2002, Neural Computation.

A Measure of Noise Immunity for Functional Networks

Amparo Alonso-Betanzos, Enrique F. Castillo, Oscar Fontenla-Romero, 2001, IWANN.

A modified simulation scheme for inference in Bayesian networks

Enrique F. Castillo, José Manuel Gutiérrez, Remco R. Bouckaert, 1996, Int. J. Approx. Reason..

A new method for efficient symbolic propagation in discrete Bayesian networks

Enrique F. Castillo, José Manuel Gutiérrez, Ali S. Hadi, 1996, Networks.

A general framework for functional networks

Enrique F. Castillo, Ali S. Hadi, Angel Cobo, 2000, Networks.

Solving Ordinary Differential Equations with Range Conditions. Applications

Enrique F. Castillo, Antonio J. Conejo, Carmen Castillo, 2006, SIAM Rev..

A Markovian–Bayesian Network for Risk Analysis of High Speed and Conventional Railway Lines Integrating Human Errors

Enrique F. Castillo, Inmaculada Gallego, Santos Sánchez-Cambronero, 2016, Comput. Aided Civ. Infrastructure Eng..

Stochastic Demand Dynamic Traffic Models Using Generalized Beta-Gaussian Bayesian Networks

Enrique F. Castillo, Santos Sánchez-Cambronero, José María Menéndez, 2012, IEEE Transactions on Intelligent Transportation Systems.

Observability in linear systems of equations and inequalities: Applications

Enrique F. Castillo, Antonio J. Conejo, Cristina Solares, 2007, Comput. Oper. Res..

Error Estimation in Approximate Bayesian Belief Network Inference

Enrique F. Castillo, José María Sarabia, Remco R. Bouckaert, 1995, UAI.

The Observability Problem in Traffic Network Models

Enrique F. Castillo, Antonio J. Conejo, José María Menéndez, 2008, Comput. Aided Civ. Infrastructure Eng..

Some characterizations of families of surfaces using functional equations

Enrique F. Castillo, Andrés Iglesias, A. Iglesias, 1997, TOGS.

A Time Partitioning Technique for Railway Line Design and Timetable Optimization

Enrique F. Castillo, Paola Moraga, Zacarías Grande, 2016, Comput. Aided Civ. Infrastructure Eng..

Improving Search-Based Inference in Bayesian Networks

Enrique F. Castillo, José Manuel Gutiérrez, Ali S. Hadi, 1998, FLAIRS Conference.

An Orthogonally Based Pivoting Transformation of Matrices and Some Applications

Enrique F. Castillo, Angel Cobo, Carmen Castillo, 2001, SIAM J. Matrix Anal. Appl..

Expert Systems and Probabilistic Network Models

Enrique F. Castillo, José Manuel Gutiérrez, Ali S. Hadi, 1996, Monographs in Computer Science.

Introduction

Hesham Rakha, Enrique F. Castillo, Yasuo Asakura, 2008, Comput. Aided Civ. Infrastructure Eng..

An Alternate Double–Single Track Proposal for High‐Speed Peripheral Railway Lines

Enrique F. Castillo, Inmaculada Gallego, Santos Sánchez-Cambronero, 2015, Comput. Aided Civ. Infrastructure Eng..

A measure of fault tolerance for functional networks

Amparo Alonso-Betanzos, Enrique F. Castillo, Oscar Fontenla-Romero, 2004, Neurocomputing.

Deriving the Upper Bound of the Number of Sensors Required to Know All Link Flows in a Traffic Network

Enrique F. Castillo, Ana Rivas, Aida Calvino, 2013, IEEE Transactions on Intelligent Transportation Systems.

Marginalizing in Undirected Graph and Hypergraph Models

Juan M. Fernández-Luna, Enrique F. Castillo, Pilar Sanmartin, 1998, UAI.

Computing failure probabilities. Applications to reliability analysis

Enrique F. Castillo, Alfonso Fernández-Canteli, Roberto Mínguez, 2002, Reliab. Eng. Syst. Saf..

A Multiclass User Equilibrium Model Considering Overtaking Across Classes

Enrique F. Castillo, Santos Sánchez-Cambronero, Hong K. Lo, 2013, IEEE Transactions on Intelligent Transportation Systems.

Linear-least-squares initialization of multilayer perceptrons through backpropagation of the desired response

Amparo Alonso-Betanzos, Enrique F. Castillo, Deniz Erdogmus, 2005, IEEE Transactions on Neural Networks.

Modelling Engineering Problems Using Dimensional Analysis for Feature Extraction

Amparo Alonso-Betanzos, Enrique F. Castillo, Oscar Fontenla-Romero, 2005, ICANN.

Bayesian Networks‐Based Probabilistic Safety Analysis for Railway Lines

Enrique F. Castillo, Aida Calvino, Zacarías Grande, 2016, Comput. Aided Civ. Infrastructure Eng..

An Exponential Model for Damage Accumulation

Enrique F. Castillo, Narayanaswamy Balakrishnan, Alfonso Fernández-Canteli, 2009, Commun. Stat. Simul. Comput..

A percentile system optimization approach with and without path enumeration

Enrique F. Castillo, Santos Sánchez-Cambronero, Ana Rivas, 2013, Comput. Oper. Res..

On multivariate order statistics. Application to ranked set sampling

Enrique F. Castillo, Barry C. Arnold, José María Sarabia, 2009, Comput. Stat. Data Anal..

Complexity Reduction and Sensitivity Analysis in Road Probabilistic Safety Assessment Bayesian Network Models

Enrique F. Castillo, Xiangdong Xu, Hong K. Lo, 2017, Comput. Aided Civ. Infrastructure Eng..

Parametric Structure of Probabilities in Bayesian Networks

Enrique F. Castillo, José Manuel Gutiérrez, Ali S. Hadi, 1995, ECSQARU.

Learning and Updating of Uncertainty in Dirichlet Models

Enrique F. Castillo, Ali S. Hadi, Cristina Solares, 2004, Machine Learning.

Estimating transition-probabilities in a dynamic graphic model with unobservable variables

Enrique F. Castillo, Beatriz Lacruz, Pilar Lasala, 2001, IEEE Trans. Reliab..

A Minimum Volume Covering Approach with a Set of Ellipsoids

Amparo Alonso-Betanzos, Enrique F. Castillo, Oscar Fontenla-Romero, 2013, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Estimating the parameters of a fatigue model using Benders’ decomposition

Enrique F. Castillo, Antonio J. Conejo, Oscar Fontenla-Romero, 2013, Ann. Oper. Res..

Sensitivity analysis in optimization and reliability problems

Enrique F. Castillo, Carmen Castillo, Roberto Mínguez, 2008, Reliab. Eng. Syst. Saf..

Truss Analysis Discussion and Interpretation Using Linear Systems of Equalities and Inequalities pdf

Enrique F. Castillo, Roberto Mínguez, Cristina Solares, 2015, ArXiv.

Orthogonal Method for Linear Systems. Preconditioning

Enrique F. Castillo, Henar Herrero, Rosa Eva Pruneda, 2002, International Conference on Computational Science.

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, 2004, Technometrics.

Highway and Road Probabilistic Safety Assessment Based on Bayesian Network Models

Enrique F. Castillo, Hong K. Lo, Elena Mora, 2017, Comput. Aided Civ. Infrastructure Eng..

Linear Least-Squares Based Methods for Neural Networks Learning

Amparo Alonso-Betanzos, Enrique F. Castillo, Deniz Erdogmus, 2003, ICANN.

Functional Networks and Analysis of Variance for Feature Selection

Amparo Alonso-Betanzos, Enrique F. Castillo, Noelia Sánchez-Maroño, 2006, IDEAL.

Recovering Missing Data with Functional and Bayesian Networks

Amparo Alonso-Betanzos, Enrique F. Castillo, Noelia Sánchez-Maroño, 2003, IWANN.

A FIFO Rule Consistent Model for the Continuous Dynamic Network Loading Problem

Enrique F. Castillo, Santos Sánchez-Cambronero, José María Menéndez, 2012, IEEE Transactions on Intelligent Transportation Systems.

A Very Fast Learning Method for Neural Networks Based on Sensitivity Analysis

Amparo Alonso-Betanzos, Enrique F. Castillo, Oscar Fontenla-Romero, 2006, J. Mach. Learn. Res..

A hierarchical optimization problem: Estimating traffic flow using Gamma random variables in a Bayesian context

Enrique F. Castillo, Santos Sánchez-Cambronero, José María Sarabia, 2014, Comput. Oper. Res..

A New Wrapper Method for Feature Subset Selection

Amparo Alonso-Betanzos, Enrique F. Castillo, Noelia Sánchez-Maroño, 2005, ESANN.

Multivariate order statistics via multivariate concomitants

Enrique F. Castillo, Barry C. Arnold, José María Sarabia, 2009, J. Multivar. Anal..

An expert system for coherent assessment of probabilities in multigraph models

Enrique F. Castillo, Ali S. Hadi, Cristina Solares, 1999, Networks.

Sensitivity Analysis in Calculus of Variations. Some Applications

Enrique F. Castillo, Antonio J. Conejo, Ernesto Aranda, 2008, SIAM Rev..

On the Qualities of a Leading Journal

Enrique F. Castillo, Enrique F. Castillo, 2013, Comput. Aided Civ. Infrastructure Eng..

A continuous bi-level model for the expansion of highway networks

Ricardo García-Ródenas, Enrique F. Castillo, Eusebio Angulo, 2014, Comput. Oper. Res..

Accelerating the convergence speed of neural networks learning methods using least squares

Amparo Alonso-Betanzos, Enrique F. Castillo, Deniz Erdogmus, 2003, ESANN.

Local Modeling Using Self-Organizing Maps and Single Layer Neural Networks

Amparo Alonso-Betanzos, Enrique F. Castillo, José Carlos Príncipe, 2002, ICANN.

Sensitivity analysis in Gaussian Bayesian networks using a symbolic-numerical technique

Enrique F. Castillo, Uffe Kjærulff, Uffe Kjærulff, 2003, Reliab. Eng. Syst. Saf..

Estimating extreme probabilities using tail simulated data

Enrique F. Castillo, Cristina Solares, Patricia Gómez, 1997, Int. J. Approx. Reason..

Optimal Use of Plate-Scanning Resources for Route Flow Estimation in Traffic Networks

Enrique F. Castillo, Inmaculada Gallego, Ana Rivas, 2010, IEEE Transactions on Intelligent Transportation Systems.

Semi-parametric nonlinear regression and transformation using functional networks

Enrique F. Castillo, Ali S. Hadi, Rosa Eva Pruneda, 2008, Comput. Stat. Data Anal..

Matrix Tools for General Observability Analysis in Traffic Networks

Enrique F. Castillo, Inmaculada Gallego, Santos Sánchez-Cambronero, 2010, IEEE Transactions on Intelligent Transportation Systems.

Optimal Transformations in Multiple Linear Regression Using Functional Networks

Enrique F. Castillo, Ali S. Hadi, Beatriz Lacruz, 2001, IWANN.

Functional networks with applications: a neural-based paradigm [Book Review]

Enrique F. Castillo, José Manuel Gutiérrez, Angel Cobo, 1999, IEEE Transactions on Neural Networks.

On the Probabilistic and Physical Consistency of Traffic Random Variables and Models

Enrique F. Castillo, Hong K. Lo, Aida Calvino, 2014, Comput. Aided Civ. Infrastructure Eng..

The danger model: application to a competitive market

Enrique F. Castillo, Elena Álvarez, José María Sarabia, 2007, Comput. Manag. Sci..

Distributed One-Class Support Vector Machine

Enrique F. Castillo, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, 2015, Int. J. Neural Syst..

Goal Oriented Symbolic Propagation in Bayesian Networks

Enrique F. Castillo, José Manuel Gutiérrez, Ali S. Hadi, 1996, AAAI/IAAI, Vol. 2.

An alternative approach for addressing the failure probability-safety factor method with sensitivity analysis

Enrique F. Castillo, Antonio J. Conejo, Carmen Castillo, 2003, Reliab. Eng. Syst. Saf..

Proactive, Backward Analysis and Learning in Road Probabilistic Bayesian Network Models

Enrique F. Castillo, Xiangdong Xu, Hong K. Lo, 2017, Comput. Aided Civ. Infrastructure Eng..

Link Flow Estimation in Traffic Networks on the Basis of Link Flow Observations

Enrique F. Castillo, Inmaculada Gallego, José María Menéndez, 2011, J. Intell. Transp. Syst..

Application of Observability Techniques to Structural System Identification

Enrique F. Castillo, Jose Antonio Lozano-Galant, Jose Turmo, 2013, Comput. Aided Civ. Infrastructure Eng..