Andrés Espinal

34 papers Journal 18Unranked 2
YearRankTypeTitle / Venue / Authors
2024 — ch.
Comparative Analysis of Dimensionality Reduction Techniques Applied to Disease Classification Tasks.
New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics
Gustavo Leon, Santiago Zavala, Andrés Espinal, Jorge Alberto Soria-Alcaraz, Aldo Alberto Lugo-Monjaras, Marco Aurelio Sotelo-Figueroa
2024 J jnl
Enhancing Liquid State Machine Classification Through Reservoir Separability Optimization Using Swarm Intelligence and Multitask Learning.
IEEE Access
Oscar I. Alvarez-Canchila, Andrés Espinal, Marco Aurelio Sotelo-Figueroa, Jorge Alberto Soria-Alcaraz, Horacio Rostro-González
2024 — ch.
Evolutionary Deployment of Central Pattern Generators for Legged Robots Using Nengo.
New Directions on Hybrid Intelligent Systems
Ricardo Pérez-López, Andrés Espinal, Marco Aurelio Sotelo-Figueroa, Erick Israel Guerra-Hernandez, Patricia Batres-Mendoza, Horacio Rostro-González
2024 — ch.
Generative Models for Class Imbalance Problem on BreakHis Dataset: A Case Study.
New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics
Angel E. Rosales-Morales, Alfredo Gutiérrez-Alfaro, Manuel Ornelas-Rodríguez, Andrés Espinal, Alfonso Rojas Domínguez, Héctor José Puga Soberanes, Juan Martín Carpio
2024 J jnl
Grammatical Evolution with Codons Selection Order as Intensification Process.
Computación y Sistemas (CyS)
Andrés Espinal, Marco Aurelio Sotelo-Figueroa, Jorge Alberto Soria-Alcaraz
2024 — ch.
Hypervolume Indicator as an Estimator for Adaptive Operator Selection in an On-Line Multi-objective Hyper-heuristic.
New Directions on Hybrid Intelligent Systems
Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Marco Aurelio Sotelo-Figueroa, Andrés Espinal
2024 — ch.
Hypervolume Indicator as an Estimator for Adaptive Operator Selection in an On-Line Multi-objective Hyper-heuristic.
New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics
Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Marco Aurelio Sotelo-Figueroa, Andrés Espinal
2023 J jnl
Estudio del uso de GAN para el balanceo de datos en el conjunto BreakHis y los efectos en la clasificación de tumores de mama.
Res. Comput. Sci.
Alfredo Gutiérrez-Alfaro, Angel E. Rosales-Morales, Andrés Espinal, Manuel Ornelas-Rodríguez, Marco Aurelio Sotelo-Figueroa, Horacio Rostro-González
2021 J jnl
Biologically-Inspired Legged Robot Locomotion Controlled With a BCI by Means of Cognitive Monitoring.
IEEE Access
Patricia Batres-Mendoza, Erick Israel Guerra-Hernandez, Andrés Espinal, Eduardo Pérez-Careta, Horacio Rostro-González
2021 J jnl
Máquina de estado líquido con reservorio de neuronas pulsantes a tiempo discreto para clasificación espacio-temporal.
Res. Comput. Sci.
Andrés Espinal, Christian Alba-Cisneros, Héctor José Puga Soberanes, Horacio Rostro-González, Jorge Alberto Soria-Alcaraz, Manuel Ornelas-Rodríguez, Marco Aurelio Sotelo-Figueroa, Raúl Santiago-Montero
2020 J jnl
A Methodology for Classifying Search Operators as Intensification or Diversification Heuristics.
Complex.
Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Andrés Espinal, Marco Aurelio Sotelo-Figueroa, Manuel Ornelas-Rodríguez, Horacio Rostro-González
2020 J jnl
Application of Agglomerative and Partitional Algorithms for the Study of the Phenomenon of the Collaborative Economy Within the Tourism Industry.
J. Autom. Mob. Robotics Intell. Syst.
Juan Pérez-Rocha, Jorge Alberto Soria-Alcaraz, Rafael Guerrero-Rodríguez, Omar Jair Purata-Sifuentes, Andrés Espinal, Marco Aurelio Sotelo-Figueroa
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 — ch.
Direct and Indirect Evolutionary Designs of Artificial Neural Networks.
Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms
O. Alba-Cisneros, Andrés Espinal, G. López-Vázquez, Marco Aurelio Sotelo-Figueroa, Omar Jair Purata-Sifuentes, Valentín Calzada-Ledesma, R. A. Vázquez, Horacio Rostro-González
2020 J jnl
Exploring Random Permutations Effects on the Mapping Process for Grammatical Evolution.
J. Autom. Mob. Robotics Intell. Syst.
Blanca Verónica Zúñiga-Nuñez, Juan Martín Carpio, Marco Aurelio Sotelo-Figueroa, Andrés Espinal, Omar Jair Purata-Sifuentes, Manuel Ornelas, Jorge Alberto Soria-Alcaraz, Alfonso Rojas Domínguez
2020 J jnl
Single Spiking Neuron Multi-Objective Optimization for Pattern Classification.
J. Autom. Mob. Robotics Intell. Syst.
Carlos Juarez-Santini, Manuel Ornelas-Rodríguez, Jorge Alberto Soria-Alcaraz, Alfonso Rojas Domínguez, Héctor José Puga Soberanes, Andrés Espinal, Horacio Rostro-González
2019 J jnl
Evolutionary Spiking Neural Networks for Solving Supervised Classification Problems.
Comput. Intell. Neurosci.
G. López-Vázquez, Manuel Ornelas-Rodríguez, Andrés Espinal, Jorge Alberto Soria-Alcaraz, Alfonso Rojas Domínguez, Héctor José Puga Soberanes, Juan Martín Carpio Valadez, Horacio Rostro-González
2019 J jnl
Symmetric-Approximation Energy-Based Estimation of Distribution (SEED): A Continuous Optimization Algorithm.
IEEE Access
Juan de Anda-Suárez, Juan Martín Carpio Valadez, Héctor José Puga Soberanes, Valentín Calzada-Ledesma, Alfonso Rojas Domínguez, Solai Jeyakumar, Andrés Espinal
2018 J jnl
Evolutionary Design of Problem-Adapted Image Descriptors for Texture Classification.
IEEE Access
Valentín Calzada-Ledesma, Héctor José Puga Soberanes, Manuel Ornelas-Rodríguez, Alfonso Rojas Domínguez, Juan Martín Carpio Valadez, Andrés Espinal, Jorge Alberto Soria-Alcaraz, Marco Aurelio Sotelo-Figueroa
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.
Statistical Comparative Between Selection Rules for Adaptive Operator Selection in Vehicle Routing and Multi-knapsack Problems.
Fuzzy Logic Augmentation of Neural and Optimization Algorithms
Jorge Alberto Soria-Alcaraz, Marco Aurelio Sotelo-Figueroa, Andrés Espinal
2018 — ch.
Symbolic Regression by Means of Grammatical Evolution with Estimation Distribution Algorithms as Search Engine.
Fuzzy Logic Augmentation of Neural and Optimization Algorithms
Marco Aurelio Sotelo-Figueroa, Arturo Hernández Aguirre, Andrés Espinal, Jorge Alberto Soria-Alcaraz, Janet Ortíz-López
2017 J jnl
A FPGA-Based Neuromorphic Locomotion System for Multi-Legged Robots.
IEEE Access
Erick Israel Guerra-Hernandez, Andrés Espinal, Patricia Batres-Mendoza, Carlos Hugo García-Capulín, René de Jesús Romero-Troncoso, Horacio Rostro-González
2017 — conf
A SpiNNaker Application: Design, Implementation and Validation of SCPGs.
IWANN (1)
Brayan Cuevas-Arteaga, Juan Pedro Dominguez-Morales, Horacio Rostro-González, Andrés Espinal, Angel Jiménez-Fernandez, Francisco Gomez-Rodriguez, Alejandro Linares-Barranco
2017 — ch.
Differential Evolution with Self-adaptive Gaussian Perturbation.
Nature-Inspired Design of Hybrid Intelligent Systems
Marco Aurelio Sotelo-Figueroa, Arturo Hernández Aguirre, Andrés Espinal, Jorge Alberto Soria-Alcaraz
2017 J jnl
Evolvability Metric Estimation by a Parallel Perceptron for On-Line Selection Hyper-Heuristics.
IEEE Access
Jorge Alberto Soria-Alcaraz, Andrés Espinal, Marco Aurelio Sotelo-Figueroa
2017 — ch.
Generating Bin Packing Heuristic Through Grammatical Evolution Based on Bee Swarm Optimization.
Nature-Inspired Design of Hybrid Intelligent Systems
Marco Aurelio Sotelo-Figueroa, Héctor José Puga Soberanes, Juan Martín Carpio Valadez, Héctor Joaquín Fraire Huacuja, Laura Cruz-Reyes, Jorge Alberto Soria-Alcaraz, Andrés Espinal
2016 J jnl
Design of Spiking Central Pattern Generators for Multiple Locomotion Gaits in Hexapod Robots by Christiansen Grammar Evolution.
Frontiers Neurorobotics
Andrés Espinal, Horacio Rostro-González, Juan Martín Carpio, Erick Israel Guerra-Hernandez, Manuel Ornelas, Marco Aurelio Sotelo-Figueroa
2016 J jnl
Quadrupedal Robot Locomotion: A Biologically Inspired Approach and Its Hardware Implementation.
Comput. Intell. Neurosci.
Andrés Espinal, Horacio Rostro-González, Juan Martín Carpio Valadez, Erick Israel Guerra-Hernandez, Manuel Ornelas, Héctor José Puga Soberanes, Marco Aurelio Sotelo-Figueroa, Patricia Melin
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 J jnl
Evolución diferencial con perturbaciones Gaussianas.
Res. Comput. Sci.
Marco Aurelio Sotelo-Figueroa, Arturo Hernández Aguirre, Andrés Espinal, Jorge Alberto Soria-Alcaraz
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
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