Martín Carpio

24 papers Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2024 J jnl
Filtros Espaciales aprendibles en CNNs: Análisis de filtros de Gabor hacia un entrenamiento más eficiente.
Res. Comput. Sci.
Carlos Orozco-Solis, Alfonso Rojas Domínguez, Héctor Puga, Manuel Ornelas-Rodríguez, Martín Carpio, Valentín Calzada-Ledesma
2024 — conf
Learnable Gabor Filters in CNNs: Avoiding Filter Degeneration via Early Stopping Based on Similarity Metrics.
MCPR
Carlos Orozco-Solis, Alfonso Rojas Domínguez, Héctor Puga, Manuel Ornelas-Rodríguez, Martín Carpio, Valentín Calzada-Ledesma
2023 J jnl
Improved training of deep convolutional networks via minimum-variance regularized adaptive sampling.
Soft Comput.
Alfonso Rojas Domínguez, S. Ivvan Valdez, Manuel Ornelas-Rodríguez, Martín Carpio
2022 J jnl
Optimización de hiperparámetros de una red Long Short Term Memory para pronósticos financieros.
Res. Comput. Sci.
Francisco J. Pedroza-Castro, Alfonso Rojas Domínguez, Martín Carpio, Manuel Ornelas-Rodríguez, Héctor Puga
2021 J jnl
A Methodology to Determine the Subset of Heuristics for Hyperheuristics through Metalearning for Solving Graph Coloring and Capacitated Vehicle Routing Problems.
Complex.
Lucero Ortiz-Aguilar, Martín Carpio, Alfonso Rojas Domínguez, Manuel Ornelas-Rodríguez, Héctor José Puga Soberanes, Jorge Alberto Soria-Alcaraz
2021 — conf
Efficient Training of Deep Learning Models Through Improved Adaptive Sampling.
MCPR
Jorge Ivan Avalos-López, Alfonso Rojas Domínguez, Manuel Ornelas-Rodríguez, Martín Carpio, S. Ivvan Valdez
2019 J jnl
Entrenamiento dinámico de redes convolucionales profundas para clasificación de imágenes.
Res. Comput. Sci.
Oscar Frausto-Pérez, Alfonso Rojas Domínguez, Manuel Ornelas-Rodríguez, Héctor Puga, Martín Carpio
2019 J jnl
Parameter optimization for the smoothed-particle hydrodynamics method by means of evolutionary metaheuristics.
Comput. Phys. Commun.
Juan de Anda-Suárez, Solai Jeyakumar, Martín Carpio, Héctor J. Puga, Alfonso Rojas Domínguez, Laura Cruz-Reyes, Juan F. Mosiño
2018 — ch.
A Comparison of Image Texture Descriptors for Pattern Classification.
Fuzzy Logic Augmentation of Neural and Optimization Algorithms
Valentín Calzada-Ledesma, Héctor José Puga Soberanes, Alfonso Rojas Domínguez, Manuel Ornelas-Rodríguez, Martín Carpio, Claudia Guadalupe Gómez-Santillán
2018 J jnl
A novel formulation of orthogonal polynomial kernel functions for SVM classifiers: The Gegenbauer family.
Pattern Recognit.
Luis Carlos Padierna, Martín Carpio, Alfonso Rojas Domínguez, Héctor Puga, Héctor J. Fraire H.
2018 J jnl
Aprendizaje profundo de representaciones robustas para clasificación multi-instancia y multi-etiqueta de imágenes.
Res. Comput. Sci.
Javier Roberto Veloz Centeno, Alfonso Rojas Domínguez, S. Ivvan Valdez, Manuel Ornelas, Héctor Puga, Martín Carpio
2018 — ch.
Bio-inspired Metaheuristics for Hyper-parameter Tuning of Support Vector Machine Classifiers.
Fuzzy Logic Augmentation of Neural and Optimization Algorithms
Adán Godínez-Bautista, Luis Carlos Padierna, Alfonso Rojas Domínguez, Héctor Puga, Martín Carpio
2018 — ch.
Optimization of the Parameters of Smoothed Particle Hydrodynamics Method, Using Evolutionary Algorithms.
Fuzzy Logic Augmentation of Neural and Optimization Algorithms
Juan de Anda-Suárez, Martín Carpio, Solai Jeyakumar, Héctor José Puga Soberanes, Juan F. Mosiño, Laura Cruz-Reyes
2018 — ch.
Partially-Connected Artificial Neural Networks Developed by Grammatical Evolution for Pattern Recognition Problems.
Fuzzy Logic Augmentation of Neural and Optimization Algorithms
Olga Quiroz-Ramírez, Andrés Espinal, Manuel Ornelas-Rodríguez, Alfonso Rojas Domínguez, Daniela Sánchez, Héctor José Puga Soberanes, Martín Carpio, Luís Ernesto Mancilla-Espinoza, Janet Ortíz-López
2018 — ch.
Translation of Natural Language Queries to SQL that Involve Aggregate Functions, Grouping and Subqueries for a Natural Language Interface to Databases.
Fuzzy Logic Augmentation of Neural and Optimization Algorithms
Rodolfo A. Pazos Rangel, Andrés A. Verástegui O., José A. Martínez F., Martín Carpio, Juana Gaspar H.
2017 J jnl
Gramática evolutiva con estrategia evolutiva como núcleo de una hiperheurística de generación aplicada al problema de empacado.
Res. Comput. Sci.
Carlos Ávila, Marco Aurelio Sotelo-Figueroa, Héctor Puga, Manuel Ornelas, Martín Carpio
2017 — ch.
Hyper-Parameter Tuning for Support Vector Machines by Estimation of Distribution Algorithms.
Nature-Inspired Design of Hybrid Intelligent Systems
Luis Carlos Padierna, Martín Carpio, Alfonso Rojas Domínguez, Héctor Puga, Rosario Baltazar, Héctor J. Fraire H.
2017 — ch.
Increase Methodology of Design of Course Timetabling Problem for Students, Classrooms, and Teachers.
Nature-Inspired Design of Hybrid Intelligent Systems
Lucero de Montserrat Ortiz-Aguilar, Martín Carpio, Héctor Puga, Jorge Alberto Soria-Alcaraz, Manuel Ornelas-Rodríguez, Carlos Lino Ramírez
2017 — ch.
Iterated VND Versus Hyper-heuristics: Effective and General Approaches to Course Timetabling.
Nature-Inspired Design of Hybrid Intelligent Systems
Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Marco Aurelio Sotelo-Figueroa, Martín Carpio, Héctor Puga
2013 J jnl
Análisis de componentes principales aplicado al proceso de reconocimiento de objetos 3D bajo rotación.
Res. Comput. Sci.
Héctor Puga, Manuel Ornelas, Martín Carpio, Raúl Santiago-Montero, Valentín Calzada-Ledesma
2013 J jnl
Comparativa entre los algoritmos DE y PSO aplicada a la demodulación de interferogramas de franjas cerradas modeladas por polinomios de Zernike.
Res. Comput. Sci.
Héctor J. Puga, Juan de Anda-Suárez, Luís Ernesto Mancilla-Espinoza, Manuel Ornelas, Marco Sotelo, Martín Carpio, Rosario Baltazar
2013 J jnl
Modelo teórico y generación de instancias de prueba para problemas RCCN (Reducing Collisions in Constrained Navigation).
Res. Comput. Sci.
Héctor J. Puga, Josué Oregel, Luís Ernesto Mancilla-Espinoza, Manuel Ornelas, Martín Carpio, Víctor Zamudio
2012 J jnl
Implementación de una hiperheurística para la reducción de conflictos en el bloque quirúrgico.
Res. Comput. Sci.
Héctor José Puga Soberanes, Marina I. Ramos-Martínez, Martín Carpio, Martín Soria-Alcaraz
2012 J jnl
Three metaheuristics solving a scheduling problem in a RIA environment.
Res. Comput. Sci.
Adriana Perez-Lopez, Arnulfo Alanis, Martín Carpio, Rosario Baltazar