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Research
Group
SIGNAL
processing and recognition
   
JORGE EDUARDO HURTADO-GÓMEZ
Full Professor

Jorge Eduardo Hurtado-Gómez


Articles and Book Chapters
[2010] An optimization method for learning statistical classifiers in structural reliability (Jorge Eduardo Hurtado-Gómez, Diego Andrés Álvarez-Marín), In Probabilistic Engineering Mechanics, volume 25, 2010. [bib] [doi]
[2005] Selección de hiperparámetros en las máquinas de soporte vectorial utilizando adaptación de matriz de covarianza (Ricardo Henao-Giraldo, Jorge Eduardo Hurtado-Gómez, César Germán Castellanos-Domínguez), In Scientia et Technica, volume XI, 2005. [bib] [pdf]
[2003] Classification Approach for Reliability Analysis with Stochastic Finite-Element Modeling (Jorge Eduardo Hurtado-Gómez, Diego Andrés Álvarez-Marín), In ASCE Journal of Structural Engineering, volume 129, 2003. [bib] [doi]
[2003] Aproximación de funciones implícitas de decisión por medio de máquinas de soporte vectorial (Jorge Eduardo Hurtado-Gómez, Diego Andrés Álvarez-Marín), In Revista Internacional de Métodos Numéricos para Cálculo y Diseño en Ingeniería, volume 19, 2003. [bib] [pdf]
[2002] Optimización basada en confiabilidad por medio de redes neuronales y algoritmos evolutivos (Jorge Eduardo Hurtado-Gómez, Diego Andrés Álvarez-Marín), In Revista Internacional de Métodos Numéricos para Cálculo y Diseño en Ingeniería, volume 18, 2002. [bib] [pdf]
[2001] Neural network-based reliability analysis: A comparative study (Jorge Eduardo Hurtado-Gómez, Diego Andrés Álvarez-Marín), In Computer Methods in Applied Mechanics and Engineering, volume 191, 2001. [bib] [doi]
Conference Papers
[2004] Stochastic Evaluation of Bridge Control with Side Wings (Jorge Eduardo Hurtado-Gómez, Diego Andrés Álvarez-Marín), In Proceedings (CD-ROM) of the 9th ASCE Joint Specialty Conference on Probabilistic Mechanics and Structural Reliability, PMC-2004 (Sandia National Laboratory, ed.), 2004. [bib]
[2000] Monte Carlo analysis of structural systems using neural networks (Jorge Eduardo Hurtado-Gómez, Diego Andrés Álvarez-Marín, Alex H.  Barbat), In Proceedings of the International Conference on Monte Carlo simulation, MCS-2000 (G. I. Schuëller, P. D. Spanos, eds.), 2000. [bib]
[2000] Reliability assessment of structural systems using neural networks (Jorge Eduardo Hurtado-Gómez, Diego Andrés Álvarez-Marín), In Proceedings (CDROM) of the European Congress on Computational Methods in Applied Sciences and Engineering, ECCOMAS-2000, 2000. [bib]
Workshop Papers
[2004] Active learning on the classification of voice pathologies (Carlos Lino Rengifo-Rentería, Diego Andrés Álvarez-Marín, Ricardo Henao-Giraldo, César Germán Castellanos-Domínguez, Jorge Eduardo Hurtado-Gómez), In Proceedings of ODYSSEY 2004, The Speaker and Language Recognition Workshop, 2004. [bib]
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