Martín Carpio

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 10

Top Topics

Routing Problem

Adaptive Sampling

Similarity Metric

Top Venues

Res. Comput. Sci.

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)
Alfonso Rojas Domínguez, S. Ivvan Valdez, Manuel Ornelas-Rodríguez, Martín Carpio
Improved training of deep convolutional networks via minimum-variance regularized adaptive sampling. Soft Comput. 27 (18) (2023)
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)
Lucero Ortiz-Aguilar, Martín Carpio, Alfonso Rojas Domínguez, Manuel Ornelas-Rodríguez, Héctor José Puga Soberanes, Jorge Alberto Soria-Alcaraz
A Methodology to Determine the Subset of Heuristics for Hyperheuristics through Metalearning for Solving Graph Coloring and Capacitated Vehicle Routing Problems. Complex. 2021 (2021)
Jorge Ivan Avalos-López, Alfonso Rojas Domínguez, Manuel Ornelas-Rodríguez, Martín Carpio, S. Ivvan Valdez
Efficient Training of Deep Learning Models Through Improved Adaptive Sampling. MCPR (2021)
Juan de Anda-Suárez, Solai Jeyakumar, Martín Carpio, Héctor J. Puga, Alfonso Rojas Domínguez, Laura Cruz Reyes, Juan F. Mosiño
Parameter optimization for the smoothed-particle hydrodynamics method by means of evolutionary metaheuristics. Comput. Phys. Commun. 243 (2019)
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)