default search action
Enrique F. Castillo
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
Books and Theses
- 1997
- [b1]Enrique F. Castillo, José Manuel Gutiérrez, Ali S. Hadi:
Expert Systems and Probabilistic Network Models. Monographs in Computer Science, Springer 1997, ISBN 978-0-387-94858-4, pp. 1-571
Journal Articles
- 2023
- [j68]Enrique F. Castillo:
A State of the Art Review of Systems of Linear Inequalities and Related Observability Problems. Algorithms 16(8): 356 (2023) - 2017
- [j67]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): 379-396 (2017) - [j66]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): 546-561 (2017) - [j65]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): 820-835 (2017) - 2016
- [j64]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): 193-218 (2016) - [j63]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): 599-616 (2016) - [j62]Enrique F. Castillo, Zacarías Grande, Aida Calviño:
Bayesian Networks-Based Probabilistic Safety Analysis for Railway Lines. Comput. Aided Civ. Infrastructure Eng. 31(9): 681-700 (2016) - 2015
- [j61]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): 181-201 (2015) - [j60]Enrique F. Castillo, Diego Peteiro-Barral, Bertha Guijarro-Berdiñas, Oscar Fontenla-Romero:
Distributed One-Class Support Vector Machine. Int. J. Neural Syst. 25(7): 1550029:1-1550029:17 (2015) - [j59]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: 903563:1-903563:26 (2015) - 2014
- [j58]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): 496-517 (2014) - [j57]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: 240-251 (2014) - [j56]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: 262-276 (2014) - 2013
- [j55]Roberto Mínguez, Antonio J. Conejo, Enrique F. Castillo:
Optimal engineering design via Benders' decomposition. Ann. Oper. Res. 210(1): 273-293 (2013) - [j54]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): 309-331 (2013) - [j53]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): 434-450 (2013) - [j52]Enrique F. Castillo:
On the Qualities of a Leading Journal. Comput. Aided Civ. Infrastructure Eng. 28(9): 649-650 (2013) - [j51]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): 2711-2723 (2013) - [j50]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): 328-350 (2013) - [j49]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): 2997-3009 (2013) - [j48]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): 761-771 (2013) - [j47]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): 928-942 (2013) - 2012
- [j46]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): 264-283 (2012) - [j45]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): 565-581 (2012) - 2011
- [j44]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): 205-222 (2011) - 2010
- [j43]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): 380-391 (2010) - [j42]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): 799-813 (2010) - 2009
- [j41]Barry C. Arnold, Enrique F. Castillo, José María Sarabia:
On multivariate order statistics. Application to ranked set sampling. Comput. Stat. Data Anal. 53(12): 4555-4569 (2009) - [j40]Narayanaswamy Balakrishnan, Enrique F. Castillo, Alfonso Fernández-Canteli, Maria Kateri:
An Exponential Model for Damage Accumulation. Commun. Stat. Simul. Comput. 38(2): 215-232 (2009) - [j39]Enrique F. Castillo, Carmen Castillo, Ali S. Hadi, José M. Sarabia:
Combined regression models. Comput. Stat. 24(1): 37-66 (2009) - [j38]Barry C. Arnold, Enrique F. Castillo, José María Sarabia:
Multivariate order statistics via multivariate concomitants. J. Multivar. Anal. 100(5): 946-951 (2009) - 2008
- [j37]Enrique F. Castillo, H. Michael Zhang, Hesham Rakha, Yasuo Asakura:
Introduction. Comput. Aided Civ. Infrastructure Eng. 23(2): 75 (2008) - [j36]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): 189-207 (2008) - [j35]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): 208-222 (2008) - [j34]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): 2129-2157 (2008) - [j33]Enrique F. Castillo, Roberto Mínguez, Carmen Castillo, Antonio S. Cofiño:
Dealing with the multiplicity of solutions of the l1 and l∞ regression models. Eur. J. Oper. Res. 188(2): 460-484 (2008) - [j32]Enrique F. Castillo, Roberto Mínguez, Carmen Castillo:
Sensitivity analysis in optimization and reliability problems. Reliab. Eng. Syst. Saf. 93(12): 1788-1800 (2008) - [j31]Enrique F. Castillo, Antonio J. Conejo, Ernesto Aranda:
Sensitivity Analysis in Calculus of Variations. Some Applications. SIAM Rev. 50(2): 294-312 (2008) - [j30]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): 275-287 (2008) - 2007
- [j29]Enrique F. Castillo, José María Sarabia, Elena Álvarez:
The danger model: application to a competitive market. Comput. Manag. Sci. 4(4): 301-312 (2007) - [j28]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): 1708-1720 (2007) - [j27]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): 231-257 (2007) - 2006
- [j26]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: 1159-1182 (2006) - [j25]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): 361-397 (2006) - [j24]Enrique F. Castillo, Antonio J. Conejo, Carmen Castillo, Roberto Mínguez:
Solving Ordinary Differential Equations with Range Conditions. Applications. SIAM Rev. 48(2): 307-317 (2006) - 2005
- [j23]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): 325-337 (2005) - 2004
- [j22]Oscar Fontenla-Romero, Enrique F. Castillo, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas:
A measure of fault tolerance for functional networks. Neurocomputing 62: 327-347 (2004) - [j21]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): 430-444 (2004) - 2003
- [j20]Enrique F. Castillo, Uffe Kjærulff:
Sensitivity analysis in Gaussian Bayesian networks using a symbolic-numerical technique. Reliab. Eng. Syst. Saf. 79(2): 139-148 (2003) - [j19]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): 207-216 (2003) - 2002
- [j18]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): 1429-1449 (2002) - [j17]Enrique F. Castillo, Alfonso Fernández-Canteli, Roberto Mínguez:
Computing failure probabilities. Applications to reliability analysis. Reliab. Eng. Syst. Saf. 77(2): 131-141 (2002) - 2001
- [j16]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): 666-681 (2001) - [j15]Enrique F. Castillo, José Manuel Gutiérrez, Ali S. Hadi, Beatriz Lacruz:
Some Applications of Functional Networks in Statistics and Engineering. Technometrics 43(1): 10-24 (2001) - [j14]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): 135-144 (2001) - 2000
- [j13]Enrique F. Castillo, Angel Cobo, Ruslán Gómez-Nesterkin, Ali S. Hadi:
A general framework for functional networks. Networks 35(1): 70-82 (2000) - [j12]Enrique F. Castillo, José Manuel Gutiérrez, Angel Cobo, Carmen Castillo:
A Minimax Method for Learning Functional Networks. Neural Process. Lett. 11(1): 39-49 (2000) - 1999
- [j11]Enrique F. Castillo, Juan M. Fernández-Luna, Pilar Sanmartin:
Potential approach in marginalizing Gibbs models. Int. J. Approx. Reason. 21(3): 257-290 (1999) - [j10]Enrique F. Castillo, Ali S. Hadi, Francisco Jubete, Cristina Solares:
An expert system for coherent assessment of probabilities in multigraph models. Networks 33(3): 193-206 (1999) - [j9]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): 982-982 (1999) - 1997
- [j8]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): 173-181 (1997) - [j7]Enrique F. Castillo, Cristina Solares, Patricia Gómez:
Tail Uncertainty Analysis in Complex Systems. Artif. Intell. 96(2): 395-419 (1997) - [j6]Enrique F. Castillo, Cristina Solares, Patricia Gómez:
Estimating extreme probabilities using tail simulated data. Int. J. Approx. Reason. 17(2-3): 163-189 (1997) - [j5]Enrique F. Castillo, Ali S. Hadi, Cristina Solares:
Learning and Updating of Uncertainty in Dirichlet Models. Mach. Learn. 26(1): 43-63 (1997) - [j4]Enrique F. Castillo, Andrés Iglesias:
Some Characterizations of Families of Surfaces Using Functional Equations. ACM Trans. Graph. 16(3): 296-318 (1997) - [j3]Enrique F. Castillo, José Manuel Gutiérrez, Ali S. Hadi:
Sensitivity analysis in discrete Bayesian networks. IEEE Trans. Syst. Man Cybern. Part A 27(4): 412-423 (1997) - 1996
- [j2]Remco R. Bouckaert, Enrique F. Castillo, José Manuel Gutiérrez:
A modified simulation scheme for inference in Bayesian networks. Int. J. Approx. Reason. 14(1): 55-80 (1996) - [j1]Enrique F. Castillo, José Manuel Gutiérrez, Ali S. Hadi:
A new method for efficient symbolic propagation in discrete Bayesian networks. Networks 28(1): 31-43 (1996)
Conference and Workshop Papers
- 2017
- [c18]Elena Mora, Zacarías Grande, Enrique F. Castillo:
Bayesian Networks Probabilistic Safety Analysis of Highways and Roads. EUROCAST (2) 2017: 470-476 - 2006
- [c17]Noelia Sánchez-Maroño, María Caamaño-Fernández, Enrique F. Castillo, Amparo Alonso-Betanzos:
Functional Networks and Analysis of Variance for Feature Selection. IDEAL 2006: 1031-1038 - 2005
- [c16]Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Enrique F. Castillo:
a new wrapper method for feature subset selection. ESANN 2005: 515-520 - [c15]Noelia Sánchez-Maroño, Oscar Fontenla-Romero, Enrique F. Castillo, Amparo Alonso-Betanzos:
Modelling Engineering Problems Using Dimensional Analysis for Feature Extraction. ICANN (2) 2005: 949-954 - 2004
- [c14]Amparo Alonso-Betanzos, Enrique F. Castillo, Oscar Fontenla-Romero, Noelia Sánchez-Maroño:
Shear strength prediction using dimensional analysis and functional networks. ESANN 2004: 251-256 - 2003
- [c13]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: 255-260 - [c12]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: 84-91 - [c11]Enrique F. Castillo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Carmen Castillo:
Recovering Missing Data with Functional and Bayesian Networks. IWANN (2) 2003: 489-496 - 2002
- [c10]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: 945-950 - [c9]Henar Herrero, Enrique F. Castillo, Rosa Eva Pruneda:
Orthogonal Method for Linear Systems. Preconditioning. International Conference on Computational Science (2) 2002: 374-382 - 2001
- [c8]Enrique F. Castillo, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos:
A Measure of Noise Immunity for Functional Networks. IWANN (1) 2001: 293-300 - [c7]Enrique F. Castillo, Ali S. Hadi, Beatriz Lacruz:
Optimal Transformations in Multiple Linear Regression Using Functional Networks. IWANN (1) 2001: 316-324 - 1998
- [c6]Enrique F. Castillo, José Manuel Gutiérrez, Ali S. Hadi:
Improving Search-Based Inference in Bayesian Networks. FLAIRS 1998: 405-409 - [c5]Enrique F. Castillo, Juan M. Fernández-Luna, Pilar Sanmartin:
Marginalizing in Undirected Graph and Hypergraph Models. UAI 1998: 69-78 - 1996
- [c4]Enrique F. Castillo, José Manuel Gutiérrez, Ali S. Hadi:
Goal Oriented Symbolic Propagation in Bayesian Networks. AAAI/IAAI, Vol. 2 1996: 1263-1268 - [c3]Enrique F. Castillo, Cristina Solares, Patricia Gómez:
Tail Sensitivity Analysis in Bayesian Networks. UAI 1996: 133-140 - 1995
- [c2]Enrique F. Castillo, José Manuel Gutiérrez, Ali S. Hadi:
Parametric Structure of Probabilities in Bayesian Networks. ECSQARU 1995: 89-98 - [c1]Enrique F. Castillo, Remco R. Bouckaert, José María Sarabia, Cristina Solares:
Error Estimation in Approximate Bayesian Belief Network Inference. UAI 1995: 55-62
Informal and Other Publications
- 2015
- [i4]Roberto Mínguez, Enrique F. Castillo, Rosa Eva Pruneda, Cristina Solares:
Truss Analysis Discussion and Interpretation Using Linear Systems of Equalities and Inequalities. CoRR abs/1501.06873 (2015) - 2013
- [i3]Enrique F. Castillo, Juan M. Fernández-Luna, Pilar Sanmartin:
Marginalizing in Undirected Graph and Hypergraph Models. CoRR abs/1301.7366 (2013) - [i2]Enrique F. Castillo, Cristina Solares, Patricia Gómez:
Tail Sensitivity Analysis in Bayesian Networks. CoRR abs/1302.3564 (2013) - [i1]Enrique F. Castillo, Remco R. Bouckaert, José María Sarabia, Cristina Solares:
Error Estimation in Approximate Bayesian Belief Network Inference. CoRR abs/1302.4934 (2013)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from , , and to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-09-13 01:42 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint