Dr. Hugo Iván Piza Dávila
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Dr. Hugo Iván Piza Dávila
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Departamento de Electrónica, Sistemas e Informática
hpiza@iteso.mx
Tel. 36693434 Ext.3129
Doctor y Maestro en Ciencias de la Ingeniería Eléctrica por el Centro de Investigación y de Estudios Avanzados (Cinvestav) del Instituto Politécnico Nacional (IPN) en la unidad Guadalajara. Miembro del Sistema Nacional de Investigadores (SNI-I 2016). Ha publicado numerosos trabajos en diferentes áreas de las ciencias de la computación como: reconocimiento de patrones, selección de variables, algoritmos paralelos y distribuidos, aplicaciones de software para enseñanza de la ingeniería y métodos de optimización computacional.
Campos de Especialidad
Software de alto desempeño, programación y reconocimiento de patrones.
Publicaciones recientes
Artículos de revista
I. Piza-Dávila, G. Sánchez-Díaz, M. S. Lazo-Cortés and I. Villalón-Turrubiates, "An Algorithm for Computing Minimum-Length Irreducible Testors," in IEEE Access, vol. 8, pp. 56312-56320, 2020.
A. Parres-Peredo, I. Piza-Davila, and F. Cervantes, "Unexpected-Behavior Detection Using TopK Rankings for Cybersecurity," Applied Sciences, vol. 9, no. 20, p. 4381, Oct. 2019.
I. Piza-Dávila, G. Sanchez-Diaz, M. S. Lazo-Cortés, and L. Rizo-Domínguez, "A CUDA-based hill-climbing algorithm to find irreducible testors from a training matrix," Pattern Recognition Letters, vol. 95, pp. 22-28, Aug. 2017.
H. I. Piza-Dávila, L. F. Gutiérrez-Preciado, and V. H. Ortega-Guzmán, "An educational software for teaching database normalization," Comput. Appl. Eng. Educ., vol. 25, no. 5, pp. 812-822, Jun. 2017.
I. Piza-Dávila, G. Sanchez-Diaz, et al, "Enhancing the performance of YYC algorithm useful to generate irreducible testors," International Journal of Pattern Recognition and Artificial Intelligence, vol. 32, no. 01, Jan. 2017.
I. Piza-Davila, G. Sanchez-Diaz, C. A. Aguirre-Salado, and M. S. Lazo-Cortés, "A parallel hill-climbing algorithm to generate a subset of irreducible testors," Applied Intelligence, vol. 42, no. 4, pp. 622-641, Jun. 2015.
G. Sanchez-Diaz, G. Diaz-Sanchez, M. Mora-Gonzalez, H. I. Piza-Davila, C. A. Aguirre-Salado, G. Huerta-Cuellar, O. Reyes-Cardenas, and A. Cardenas-Tristan, "An evolutionary algorithm with acceleration operator to generate a subset of typical testors," Pattern Recognition Letters, vol. 41, pp. 34-42, May 2014.
G. Sánchez-Díaz, U. Escobar-Franco, L. Morales-Manilla, H. I. Piza-Dávila, C. A. Aguirre-Salado, and A. Franco-Arcega, "Un algoritmo de clasificación incremental basado en los k vecinos más similares para datos mezclados," Revista Facultad de Ingeniería Universidad Antioquia, no. 67, pp. 19-30, Jun. 2013.
G. Sánchez-Díaz, M. Lazo-Cortés, and H. I. Piza-Davila, "A fast implementation for the typical testor property identification based on an accumulative binary tuple," International Journal of Computational Intelligence Systems, vol. 5, no. 6, pp. 1025-1039, Nov. 2012.
G. González-Contreras and H. I. Piza-Davila, "WKB quantization for completely bound quadratic dissipative systems," Revista Mexicana de Física, vol. 57, no. 6, pp. 481-484, Dec. 2011.
Artículos de congreso
A. Parres-Peredo, I. Piza-Davila and F. Cervantes, "Building and Evaluating User Network Profiles for Cybersecurity Using Serverless Architecture," 2019 42nd International Conference on Telecommunications and Signal Processing (TSP), Budapest, Hungary, 2019, pp. 164-167.
A. Parres-Peredo, I. Piza-Davila, and F. Cervantes, "MapReduce approach to build network user profiles with top-k rankings for network security," in 9th IFIP Int. Conf. on New Technologies, Mobility & Security (NTMS 2018), Paris, France, Feb. 2018, pp. 1-5.
A. Parres-Peredo, I. Piza-Davila, and F. Cervantes, "Towards a user network profiling for internal
security using top-k rankings similarity measures," in 40th Int. Conf. Telecommunications and Signal Processing (TSP 2017), Barcelona, Spain, Jul. 2017, pp. 16-19.
G. Díaz-Sánchez, I. Piza-Dávila, G. Sánchez-Díaz, M. Mora-González, O. Reyes-Cárdenas, A. Cárdenas-Tristán, and C. Aguirre-Salado, "Typical Testors Generacion Based on an Evolutionary Algorithm," in Proc. of IDEAL 2011. Lecture Notes in Computer Science, Germany: Springer Berling/Heidelberg, vol. 6936, 2011, pp. 58-65.
M. Mora-González, J. C. Martínez-Romo, J. Muñoz-Maciel, G. Sánchez-Díaz, J. Salinas, H. I. Piza-Davila, F. Luna-Rosas, and C. A. de Luna-Ortega, "Radon transform algorithm for fingerprint core point detection," in Proc. of Mexican Conf. on Pattern Recognition (MCPR 2010), Advances in Pattern Recognition, pp. 134-143, 2010, Springer Berlin/Heidelberg. Part of the Lecture Notes in Computer Science book series (LNCS vol. 6256).
G. Sanchez-Diaz, H. I. Piza-Davila, M. Lazo-Cortes, M. Mora-Gonzalez, and J. Salinas-Luna, "A fast implementation of the CT EXT algorithm for the testor property identification," in Proc. of Mexican Int. Conf. on Artificial Intelligence (MICAI 2010), Advances in Soft Computing, pp. 92-103, 2010, Springer Berlin/Heidelberg. Part of the Lecture Notes in Computer Science book series (LNCS vol. 6438).