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ORCIDAndrés Espinal
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Journal Articles
- 2024
[j17]Oscar I. Alvarez-Canchila
, Andrés Espinal, Marco Aurelio Sotelo-Figueroa, Jorge Alberto Soria-Alcaraz, Horacio Rostro-González:
Enhancing Liquid State Machine Classification Through Reservoir Separability Optimization Using Swarm Intelligence and Multitask Learning. IEEE Access 12: 182856-182871 (2024)- [j16]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) - 2023
- [j15]Alfredo Gutiérrez-Alfaro, Angel E. Rosales-Morales, Andrés Espinal, Manuel Ornelas-Rodríguez, Marco Aurelio Sotelo-Figueroa, Horacio Rostro-González:
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. 152(9): 289-301 (2023) - 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) - 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) - 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) - 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)
Conference and Workshop Papers
- 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 - 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
Parts in Books or Collections
- 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 - 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 - 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
- [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 - 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
- [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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