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ORCIDManuel Ornelas
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2020 – today
- 2024
[c5]Carlos Orozco-Solis, Alfonso Rojas Domínguez
, Héctor Puga, Manuel Ornelas-Rodríguez, Martín Carpio, Valentín Calzada-Ledesma:
Learnable Gabor Filters in CNNs: Avoiding Filter Degeneration via Early Stopping Based on Similarity Metrics. MCPR 2024: 387-396- [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]Juan Manuel Pérez-Rocha, Juan Martín Carpio, Alfonso Rojas Domínguez, Manuel Ornelas-Rodríguez, Héctor José Puga Soberanes, Marco Aurelio Sotelo-Figueroa:
Intensification Process Applied to Codon Selection in Grammatical Evolution. New Directions on Hybrid Intelligent Systems 2024: 129-139 - 2023
- [j19]Alfonso Rojas Domínguez, S. Ivvan Valdez, Manuel Ornelas-Rodríguez, Martín Carpio:
Improved training of deep convolutional networks via minimum-variance regularized adaptive sampling. Soft Comput. 27(18): 13237-13253 (2023) - 2022
- [j18]Francisco J. Pedroza-Castro, Alfonso Rojas Domínguez, Martín Carpio, Manuel Ornelas-Rodríguez, Héctor Puga:
Optimización de hiperparámetros de una red Long Short Term Memory para pronósticos financieros. Res. Comput. Sci. 151(7): 123-139 (2022) - 2021
- [j17]Lucero Ortiz-Aguilar, Martín Carpio, Alfonso Rojas Domínguez, Manuel Ornelas-Rodríguez, Héctor José Puga Soberanes, Jorge Alberto Soria-Alcaraz:
A Methodology to Determine the Subset of Heuristics for Hyperheuristics through Metalearning for Solving Graph Coloring and Capacitated Vehicle Routing Problems. Complex. 2021: 6660572:1-6660572:22 (2021) - [c4]Jorge Ivan Avalos-López, Alfonso Rojas Domínguez, Manuel Ornelas-Rodríguez, Martín Carpio, S. Ivvan Valdez:
Efficient Training of Deep Learning Models Through Improved Adaptive Sampling. MCPR 2021: 141-152 - 2020
- [j16]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) - [j15]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) - [j14]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) - [j13]Alfonso Rojas Domínguez, Héctor Puga, Manuel Ornelas-Rodríguez, Itzel Guerrero-Gasca:
CAD of Breast Cancer: A Decade-Long Review of Techniques for Mammography Analysis. Res. Comput. Sci. 149(5): 115-124 (2020) - [c3]Rafael Augusto Rocha Angulo, Juan Martín Carpio, Alfonso Rojas Domínguez, Manuel Ornelas-Rodríguez, Héctor Puga:
A Novel Set of Moment Invariants for Pattern Recognition Applications Based on Jacobi Polynomials. MCPR 2020: 139-148 - [p11]Blanca Verónica Zuñiga-Nuñez, Juan Martín Carpio, Marco Aurelio Sotelo-Figueroa, Jorge Alberto Soria-Alcaraz, Omar Jair Purata-Sifuentes, Manuel Ornelas, Alfonso Rojas Domínguez:
Studying Grammatical Evolution's Mapping Processes for Symbolic Regression Problems. Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms 2020: 445-459 - [p10]Juan A. Montesino-Guerra, Héctor Puga, Juan Martín Carpio, Manuel Ornelas-Rodríguez, Alfonso Rojas Domínguez, Lucero Ortiz-Aguilar:
Combinatorial Designs on Constraint Satisfaction Problem (VRP). Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms 2020: 509-526 - [p9]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 - [p8]Antonio Herrera-Acosta, Alfonso Rojas Domínguez, Juan Martín Carpio, Manuel Ornelas-Rodríguez, Héctor Puga:
Gegenbauer-Based Image Descriptors for Visual Scene Recognition. Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms 2020: 629-643
2010 – 2019
- 2019
- [j12]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) - [j11]Oscar Frausto-Pérez, Alfonso Rojas Domínguez, Manuel Ornelas-Rodríguez, Héctor Puga, Martín Carpio:
Entrenamiento dinámico de redes convolucionales profundas para clasificación de imágenes. Res. Comput. Sci. 148(7): 305-318 (2019) - [j10]Elvi Malintzin Sánchez Márquez, Héctor José Puga Soberanes, Luís Ernesto Mancilla-Espinoza, Juan Martín Carpio Valadez, Manuel Ornelas-Rodríguez, Javier Iván Manzanares Cuadro:
Algoritmo de evolución diferencial con reparador cromosómico aplicado a un problema de secuenciación de vehículos. Res. Comput. Sci. 148(8): 279-292 (2019) - 2018
- [j9]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) - [j8]Javier Roberto Veloz Centeno, Alfonso Rojas Domínguez, S. Ivvan Valdez, Manuel Ornelas, Héctor Puga, Martín Carpio:
Aprendizaje profundo de representaciones robustas para clasificación multi-instancia y multi-etiqueta de imágenes. Res. Comput. Sci. 147(5): 37-49 (2018) - [j7]Julio Antonio Jiménez Falcón, Manuel Ornelas-Rodríguez, Marco Aurelio Sotelo-Figueroa, Pedro Antonio López García, Alfonso Rojas Domínguez, Héctor José Puga Soberanes, Velino Esteves-Jiménez:
Una comparativa de diferentes parámetros en la construcción evolutiva de descriptores para la clasifcacióncación de imágenes de texturas de piezas arqueológicas. Res. Comput. Sci. 147(8): 83-93 (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]Valentín Calzada-Ledesma, Héctor José Puga Soberanes, Alfonso Rojas Domínguez, Manuel Ornelas-Rodríguez, Martín Carpio, Claudia Guadalupe Gómez Santillán:
A Comparison of Image Texture Descriptors for Pattern Classification. Fuzzy Logic Augmentation of Neural and Optimization Algorithms 2018: 515-525 - 2017
- [j6]Carlos Ávila, Marco Aurelio Sotelo-Figueroa, Héctor Puga, Manuel Ornelas, Martín Carpio:
Gramática evolutiva con estrategia evolutiva como núcleo de una hiperheurística de generación aplicada al problema de empacado. Res. Comput. Sci. 134: 23-33 (2017) - [p5]Lucero de Montserrat Ortiz-Aguilar, Martín Carpio, Héctor Puga, Jorge Alberto Soria-Alcaraz, Manuel Ornelas-Rodríguez, Carlos Lino Ramírez:
Increase Methodology of Design of Course Timetabling Problem for Students, Classrooms, and Teachers. Nature-Inspired Design of Hybrid Intelligent Systems 2017: 713-728 - [p4]Valentín Calzada-Ledesma, Héctor José Puga Soberanes, Alfonso Rojas Domínguez, Manuel Ornelas-Rodríguez, Juan Martín Carpio Valadez, Claudia Guadalupe Gómez Santillán:
Comparing Grammatical Evolution's Mapping Processes on Feature Generation for Pattern Recognition Problems. Nature-Inspired Design of Hybrid Intelligent Systems 2017: 775-785 - 2016
- [j5]Fernando Cervantes-Sanchez, Iván Cruz-Aceves, Arturo Hernández Aguirre, Juan Gabriel Aviña-Cervantes, Sergio Solorio-Meza, Manuel Ornelas-Rodríguez, Miguel Torres-Cisneros:
Segmentation of Coronary Angiograms Using Gabor Filters and Boltzmann Univariate Marginal Distribution Algorithm. Comput. Intell. Neurosci. 2016: 2420962:1-2420962:9 (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) - [j2]Juan Pablo Flores-Mendoza, Alfonso Rojas Domínguez, Rafael López-Leyva, Manuel Ornelas-Rodríguez, Raúl Santiago-Montero:
Segmentación automática de billetes mexicanos basada en un modelo de color y referencias geométricas. Res. Comput. Sci. 114: 97-110 (2016) - 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) - [p3]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
- [c2]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 - [p2]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 - 2012
- [c1]Daniel Garcia, Manuel Ornelas, Raúl Santiago-Montero, Héctor J. Puga, Juan Martín Carpio:
Structured Light and Shape Descriptors for Automatic 3D Object Classification. Intelligent Environments (Workshops) 2012: 104-112 - 2010
- [p1]Juan Martín Carpio, Jorge Alberto Soria-Alcaraz, Héctor J. Puga, Rosario Baltazar, Manuel Ornelas, Luís Ernesto Mancilla-Espinoza:
Variable Length Number Chains Generation without Repetitions. Soft Computing for Recognition Based on Biometrics 2010: 349-364
Coauthor Index
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last updated on 2024-07-20 21:15 CEST by the dblp team
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