Héctor Puga

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 12

Top Topics

Firefly Algorithm

Evolutionary Strategy

Independent Living

Top Venues

Res. Comput. Sci.

J. Ambient Intell. Smart Environ.

Pattern Recognit.

Publications

Carlos Orozco-Solis, Alfonso Rojas Domínguez, Héctor Puga, Manuel Ornelas-Rodríguez, Martín Carpio, Valentín Calzada-Ledesma
Learnable Gabor Filters in CNNs: Avoiding Filter Degeneration via Early Stopping Based on Similarity Metrics. MCPR (2024)
Francisco J. Pedroza-Castro, Alfonso Rojas Domínguez, Martín Carpio, Manuel Ornelas-Rodríguez, Héctor Puga
Optimización de hiperparámetros de una red Long Short Term Memory para pronósticos financieros. Res. Comput. Sci. 151 (7) (2022)
Alfonso Rojas Domínguez, Carlos Lino Ramírez, David Asael Gutiérrez Hernández, Héctor Puga, Víctor Zamudio
Fuzzy multi-agent assistance system for elderly care based on user engagement. J. Ambient Intell. Smart Environ. 14 (3) (2022)
Wendoly J. Gpe. Romero-Rodríguez, Rosario Baltazar, Juan Martín Carpio Valadez, Héctor Puga, Víctor Zamudio, Juan F. Mosiño, Marco Aurelio Sotelo-Figueroa
A novel model for optimization of Intelligent Multi-User Visual Comfort System based on soft-computing algorithms. J. Ambient Intell. Smart Environ. 13 (2) (2021)
Alfonso Rojas Domínguez, Héctor Puga, Manuel Ornelas-Rodríguez, Itzel Guerrero-Gasca
CAD of Breast Cancer: A Decade-Long Review of Techniques for Mammography Analysis. Res. Comput. Sci. 149 (5) (2020)
M. Ramírez, C. Lino, Víctor Zamudio, D. Gutiérrez, Héctor Puga
Designing a Multiagent System for Elderly Care. Intelligent Environments (Workshops) (2020)
Rafael Augusto Rocha Angulo, Juan Martín Carpio, Alfonso Rojas Domínguez, Manuel Ornelas-Rodríguez, Héctor Puga
A Novel Set of Moment Invariants for Pattern Recognition Applications Based on Jacobi Polynomials. MCPR (2020)
Oscar Frausto-Pérez, Alfonso Rojas Domínguez, Manuel Ornelas-Rodríguez, Héctor Puga, Martín Carpio
Entrenamiento dinámico de redes convolucionales profundas para clasificación de imágenes. Res. Comput. Sci. 148 (7) (2019)
Luis Carlos Padierna, Martín Carpio, Alfonso Rojas Domínguez, Héctor Puga, Héctor J. Fraire H.
A novel formulation of orthogonal polynomial kernel functions for SVM classifiers: The Gegenbauer family. Pattern Recognit. 84 (2018)
Javier Roberto Veloz Centeno, Alfonso Rojas Domínguez, S. Ivvan Valdez, Manuel Ornelas, Héctor Puga, Martín Carpio
Aprendizaje profundo de representaciones robustas para clasificación multi-instancia y multi-etiqueta de imágenes. Res. Comput. Sci. 147 (5) (2018)
Carlos Ávila, Marco Aurelio Sotelo-Figueroa, Héctor Puga, Manuel Ornelas, Martín Carpio
Gramática evolutiva con estrategia evolutiva como núcleo de una hiperheurística de generación aplicada al problema de empacado. Res. Comput. Sci. 134 (2017)
Daniela Sánchez, Patricia Melin, Juan Martín Carpio, Héctor Puga
A firefly algorithm for modular granular neural networks optimization applied to iris recognition. IJCNN (2016)
José S. Altamirano, Manuel Ornelas, Andrés Espinal, Raúl Santiago-Montero, Héctor Puga, Juan Martín Carpio, Sergio Tostado
Comparing Evolutionary Strategy Algorithms for Training Spiking Neural Networks. Res. Comput. Sci. 96 (2015)
Andrés Espinal, Juan Martín Carpio, Manuel Ornelas, Héctor Puga, Patricia Melin, Marco Aurelio Sotelo-Figueroa
Developing Architectures of Spiking Neural Networks by Using Grammatical Evolution Based on Evolutionary Strategy. MCPR (2014)
Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Jerry Swan, Juan Martín Carpio, Héctor Puga, Edmund K. Burke
Effective learning hyper-heuristics for the course timetabling problem. Eur. J. Oper. Res. 238 (1) (2014)
Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Juan Martín Carpio, Héctor Puga
Evolvability metrics in adaptive operator selection. GECCO (2014)