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Andrés Espinal
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2020 – today
- 2024
- [j15]Andrés Espinal, Marco Aurelio Sotelo-Figueroa, Jorge Alberto Soria-Alcaraz:
Grammatical Evolution with Codons Selection Order as Intensification Process. Computación y Sistemas (CyS) 28(2) (2024) - [p14]Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Marco Aurelio Sotelo-Figueroa, Andrés Espinal:
Hypervolume Indicator as an Estimator for Adaptive Operator Selection in an On-Line Multi-objective Hyper-heuristic. New Directions on Hybrid Intelligent Systems 2024: 99-110 - [p13]Angel E. Rosales-Morales
, Alfredo Gutiérrez-Alfaro
, Manuel Ornelas-Rodríguez
, Andrés Espinal
, Alfonso Rojas Domínguez
, Héctor José Puga Soberanes
, Juan Martín Carpio
:
Generative Models for Class Imbalance Problem on BreakHis Dataset: A Case Study. New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics 2024: 105-119 - [p12]Ricardo Pérez-López, Andrés Espinal
, Marco Aurelio Sotelo-Figueroa
, Erick Israel Guerra-Hernandez, Patricia Batres-Mendoza, Horacio Rostro-González
:
Evolutionary Deployment of Central Pattern Generators for Legged Robots Using Nengo. New Directions on Hybrid Intelligent Systems 2024: 141-155 - [p11]Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Marco Aurelio Sotelo-Figueroa, Andrés Espinal:
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 2024: 197-208 - [p10]Gustavo Leon, Santiago Zavala, Andrés Espinal, Jorge Alberto Soria-Alcaraz, Aldo Alberto Lugo-Monjaras, Marco Aurelio Sotelo-Figueroa:
Comparative Analysis of Dimensionality Reduction Techniques Applied to Disease Classification Tasks. New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics 2024: 411-423 - 2021
- [j14]Patricia Batres-Mendoza
, Erick Israel Guerra-Hernandez
, Andrés Espinal
, Eduardo Pérez-Careta, Horacio Rostro-González
:
Biologically-Inspired Legged Robot Locomotion Controlled With a BCI by Means of Cognitive Monitoring. IEEE Access 9: 35766-35777 (2021) - 2020
- [j13]Jorge Alberto Soria-Alcaraz
, Gabriela Ochoa, Andrés Espinal
, Marco Aurelio Sotelo-Figueroa
, Manuel Ornelas-Rodríguez
, Horacio Rostro-González
:
A Methodology for Classifying Search Operators as Intensification or Diversification Heuristics. Complex. 2020: 2871835:1-2871835:10 (2020) - [j12]Blanca Verónica Zuñiga-Nuñez, Juan Martín Carpio, Marco Aurelio Sotelo-Figueroa, Andrés Espinal, Omar Jair Purata-Sifuentes
, Manuel Ornelas
, Jorge Alberto Soria-Alcaraz, Alfonso Rojas Domínguez:
Exploring Random Permutations Effects on the Mapping Process for Grammatical Evolution. J. Autom. Mob. Robotics Intell. Syst. 14(1): 65-72 (2020) - [j11]Carlos Juarez-Santini, Manuel Ornelas-Rodríguez
, Jorge Alberto Soria-Alcaraz, Alfonso Rojas Domínguez, Héctor José Puga Soberanes, Andrés Espinal, Horacio Rostro-González
:
Single Spiking Neuron Multi-Objective Optimization for Pattern Classification. J. Autom. Mob. Robotics Intell. Syst. 14(1): 73-80 (2020) - [j10]Juan Pérez-Rocha, Jorge Alberto Soria-Alcaraz, Rafael Guerrero-Rodríguez, Omar Jair Purata-Sifuentes
, Andrés Espinal, Marco Aurelio Sotelo-Figueroa:
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. 14(1): 81-86 (2020) - [p9]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
:
Direct and Indirect Evolutionary Designs of Artificial Neural Networks. Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms 2020: 431-443 - [p8]G. López-Vázquez, Andrés Espinal, Manuel Ornelas-Rodríguez
, Jorge Alberto Soria-Alcaraz, Alfonso Rojas Domínguez, Héctor Puga, Juan Martín Carpio
, Horacio Rostro-González
:
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 2020: 615-628
2010 – 2019
- 2019
- [j9]Juan de Anda-Suárez
, Juan Martín Carpio Valadez
, Héctor José Puga Soberanes, Valentín Calzada-Ledesma
, Alfonso Rojas Domínguez
, Solai Jeyakumar
, Andrés Espinal
:
Symmetric-Approximation Energy-Based Estimation of Distribution (SEED): A Continuous Optimization Algorithm. IEEE Access 7: 154859-154871 (2019) - [j8]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
:
Evolutionary Spiking Neural Networks for Solving Supervised Classification Problems. Comput. Intell. Neurosci. 2019: 4182639:1-4182639:13 (2019) - 2018
- [j7]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:
Evolutionary Design of Problem-Adapted Image Descriptors for Texture Classification. IEEE Access 6: 40450-40462 (2018) - [p7]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:
Partially-Connected Artificial Neural Networks Developed by Grammatical Evolution for Pattern Recognition Problems. Fuzzy Logic Augmentation of Neural and Optimization Algorithms 2018: 99-112 - [p6]Marco Aurelio Sotelo-Figueroa, Arturo Hernández Aguirre, Andrés Espinal
, Jorge Alberto Soria-Alcaraz, Janet Ortíz-López:
Symbolic Regression by Means of Grammatical Evolution with Estimation Distribution Algorithms as Search Engine. Fuzzy Logic Augmentation of Neural and Optimization Algorithms 2018: 169-177 - [p5]Jorge Alberto Soria-Alcaraz, Marco Aurelio Sotelo-Figueroa, Andrés Espinal
:
Statistical Comparative Between Selection Rules for Adaptive Operator Selection in Vehicle Routing and Multi-knapsack Problems. Fuzzy Logic Augmentation of Neural and Optimization Algorithms 2018: 389-400 - 2017
- [j6]Jorge Alberto Soria-Alcaraz
, Andrés Espinal
, Marco Aurelio Sotelo-Figueroa
:
Evolvability Metric Estimation by a Parallel Perceptron for On-Line Selection Hyper-Heuristics. IEEE Access 5: 7055-7063 (2017) - [j5]Erick Israel Guerra-Hernandez
, Andrés Espinal
, Patricia Batres-Mendoza
, Carlos H. Garcia-Capulin
, René de Jesús Romero-Troncoso, Horacio Rostro-González
:
A FPGA-Based Neuromorphic Locomotion System for Multi-Legged Robots. IEEE Access 5: 8301-8312 (2017) - [c2]Brayan Cuevas-Arteaga, Juan Pedro Dominguez-Morales
, Horacio Rostro-González
, Andrés Espinal
, Angel Jiménez-Fernandez, Francisco Gomez-Rodriguez, Alejandro Linares-Barranco
:
A SpiNNaker Application: Design, Implementation and Validation of SCPGs. IWANN (1) 2017: 548-559 - [p4]Marco Aurelio Sotelo-Figueroa
, Arturo Hernández Aguirre, Andrés Espinal
, Jorge Alberto Soria-Alcaraz:
Differential Evolution with Self-adaptive Gaussian Perturbation. Nature-Inspired Design of Hybrid Intelligent Systems 2017: 617-629 - [p3]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
:
Generating Bin Packing Heuristic Through Grammatical Evolution Based on Bee Swarm Optimization. Nature-Inspired Design of Hybrid Intelligent Systems 2017: 655-671 - 2016
- [j4]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
:
Quadrupedal Robot Locomotion: A Biologically Inspired Approach and Its Hardware Implementation. Comput. Intell. Neurosci. 2016: 5615618:1-5615618:13 (2016) - [j3]Andrés Espinal
, Horacio Rostro-González
, Juan Martín Carpio
, Erick Israel Guerra-Hernandez
, Manuel Ornelas
, Marco Aurelio Sotelo-Figueroa
:
Design of Spiking Central Pattern Generators for Multiple Locomotion Gaits in Hexapod Robots by Christiansen Grammar Evolution. Frontiers Neurorobotics 10: 6 (2016) - 2015
- [j2]Marco Aurelio Sotelo-Figueroa, Arturo Hernández Aguirre, Andrés Espinal, Jorge Alberto Soria-Alcaraz:
Evolución diferencial con perturbaciones Gaussianas. Res. Comput. Sci. 94: 111-122 (2015) - [j1]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: 9-17 (2015) - [p2]Andrés Espinal
, Juan Martín Carpio Valadez
, Manuel Ornelas
, Héctor Puga
, Patricia Melin
, Marco Aurelio Sotelo-Figueroa
:
Evolutionary Indirect Design of Feed-Forward Spiking Neural Networks. Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization 2015: 89-101 - 2014
- [c1]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: 71-80 - [p1]Andrés Espinal
, Juan Martín Carpio Valadez
, Manuel Ornelas
, Héctor Puga
, Patricia Melin
, Marco Aurelio Sotelo-Figueroa
:
Comparing Metaheuristic Algorithms on the Training Process of Spiking Neural Networks. Recent Advances on Hybrid Approaches for Designing Intelligent Systems 2014: 391-403
Coauthor Index
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last updated on 2024-07-12 20:13 CEST by the dblp team
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