Héctor Puga

33 papers A 1B 2Journal 12Unranked 3
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
2022 J jnl
Fuzzy multi-agent assistance system for elderly care based on user engagement.
J. Ambient Intell. Smart Environ.
Alfonso Rojas Domínguez, Carlos Lino Ramírez, David Asael Gutiérrez Hernández, Héctor Puga, Víctor Zamudio
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 novel model for optimization of Intelligent Multi-User Visual Comfort System based on soft-computing algorithms.
J. Ambient Intell. Smart Environ.
Wendoly J. Gpe. Romero-Rodríguez, Rosario Baltazar, Juan Martín Carpio Valadez, Héctor Puga, Víctor Zamudio, Juan F. Mosiño, Marco Aurelio Sotelo-Figueroa
2020 — conf
A Novel Set of Moment Invariants for Pattern Recognition Applications Based on Jacobi Polynomials.
MCPR
Rafael Augusto Rocha Angulo, Juan Martín Carpio, Alfonso Rojas Domínguez, Manuel Ornelas-Rodríguez, Héctor Puga
2020 J jnl
CAD of Breast Cancer: A Decade-Long Review of Techniques for Mammography Analysis.
Res. Comput. Sci.
Alfonso Rojas Domínguez, Héctor Puga, Manuel Ornelas-Rodríguez, Itzel Guerrero-Gasca
2020 — ch.
Combinatorial Designs on Constraint Satisfaction Problem (VRP).
Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms
Juan A. Montesino-Guerra, Héctor Puga, Juan Martín Carpio, Manuel Ornelas-Rodríguez, Alfonso Rojas Domínguez, Lucero Ortiz-Aguilar
2020 — ch.
Comparing Evolutionary Artificial Neural Networks from Second and Third Generations for Solving Supervised Classification Problems.
Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms
G. López-Vázquez, Andrés Espinal, Manuel Ornelas-Rodríguez, Jorge Alberto Soria-Alcaraz, Alfonso Rojas Domínguez, Héctor Puga, Juan Martín Carpio, Horacio Rostro-González
2020 B conf
Designing a Multiagent System for Elderly Care.
Intelligent Environments (Workshops)
Maria Ramírez, Carlos Lino, Víctor Zamudio, David Gutiérrez, Héctor Puga
2020 — ch.
Development of a Virtual View for Processing Complex Natural Language Queries.
Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms
José A. Martínez F., Rodolfo A. Pazos Rangel, Héctor Puga, Juana Gaspar H.
2020 — ch.
Gegenbauer-Based Image Descriptors for Visual Scene Recognition.
Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms
Antonio Herrera-Acosta, Alfonso Rojas Domínguez, Juan Martín Carpio, Manuel Ornelas-Rodríguez, Héctor Puga
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
2018 — ch.
A Methodology for Optimization of Visual Comfort of Multi-User Intelligent Systems Based on Genetic Algorithms.
Fuzzy Logic Augmentation of Neural and Optimization Algorithms
Wendoly J. Gpe. Romero-Rodríguez, Rosario Baltazar, Juan Martín Carpio Valadez, Héctor Puga, Juan F. Mosiño, Víctor Zamudio
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
2017 — ch.
Comparison of Optimization Techniques for Modular Neural Networks Applied to Human Recognition.
Nature-Inspired Design of Hybrid Intelligent Systems
Daniela Sánchez, Patricia Melin, Juan Martín Carpio Valadez, Héctor Puga
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
2016 B conf
A firefly algorithm for modular granular neural networks optimization applied to iris recognition.
IJCNN
Daniela Sánchez, Patricia Melin, Juan Martín Carpio, Héctor Puga
2015 J jnl
Comparing Evolutionary Strategy Algorithms for Training Spiking Neural Networks.
Res. Comput. Sci.
José S. Altamirano, Manuel Ornelas, Andrés Espinal, Raúl Santiago-Montero, Héctor Puga, Juan Martín Carpio, Sergio Tostado
2015 — ch.
Evolutionary Indirect Design of Feed-Forward Spiking Neural Networks.
Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization
Andrés Espinal, Juan Martín Carpio Valadez, Manuel Ornelas, Héctor Puga, Patricia Melin, Marco Aurelio Sotelo-Figueroa
2015 — ch.
Parallel Meta-heuristic Approaches to the Course Timetabling Problem.
Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization
Jorge Alberto Soria-Alcaraz, Juan Martín Carpio Valadez, Héctor Puga, Jerry Swan, Patricia Melin, Hugo Terashima, Marco Aurelio Sotelo-Figueroa
2014 — ch.
Comparing Metaheuristic Algorithms on the Training Process of Spiking Neural Networks.
Recent Advances on Hybrid Approaches for Designing Intelligent Systems
Andrés Espinal, Juan Martín Carpio Valadez, Manuel Ornelas, Héctor Puga, Patricia Melin, Marco Aurelio Sotelo-Figueroa
2014 — conf
Developing Architectures of Spiking Neural Networks by Using Grammatical Evolution Based on Evolutionary Strategy.
MCPR
Andrés Espinal, Juan Martín Carpio, Manuel Ornelas, Héctor Puga, Patricia Melin, Marco Aurelio Sotelo-Figueroa
2014 J jnl
Effective learning hyper-heuristics for the course timetabling problem.
Eur. J. Oper. Res.
Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Jerry Swan, Juan Martín Carpio, Héctor Puga, Edmund K. Burke
2014 A conf
Evolvability metrics in adaptive operator selection.
GECCO
Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Juan Martín Carpio, Héctor Puga
2014 — ch.
Generic Memetic Algorithm for Course Timetabling ITC2007.
Recent Advances on Hybrid Approaches for Designing Intelligent Systems
Jorge Alberto Soria-Alcaraz, Juan Martín Carpio, Héctor Puga, Patricia Melin, Hugo Terashima-Marín, Laura Cruz-Reyes, Marco Aurelio Sotelo-Figueroa
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 — ch.
Methodology of Design: A Novel Generic Approach Applied to the Course Timetabling Problem.
Soft Computing Applications in Optimization, Control, and Recognition
Jorge Alberto Soria-Alcaraz, Juan Martín Carpio, Héctor Puga, Hugo Terashima-Marín, Laura Cruz-Reyes, Marco Aurelio Sotelo-Figueroa