Variable Length Number Chains Generation without Repetitions. - Juan Martín Carpio; Jorge Alberto Soria-Alcaraz; Héctor J. Puga; Rosario Baltazar; Manuel Ornelas; Luís Ernesto Mancilla-Espinoza (Soft Computing for Recognition Based on Biometrics, 2010)

Structured Light and Shape Descriptors for Automatic 3D Object Classification. - Daniel Garcia; Manuel Ornelas; Raúl Santiago-Montero; Héctor J. Puga; Juan Martín Carpio (Intelligent Environments (Workshops), 2012)

Developing Architectures of Spiking Neural Networks by Using Grammatical Evolution Based on Evolutionary Strategy. - Andrés Espinal; Juan Martín Carpio; Manuel Ornelas; Héctor Puga; Patricia Melin; Marco Aurelio Sotelo-Figueroa (MCPR, 2014)

Comparing Metaheuristic Algorithms on the Training Process of Spiking Neural Networks. - Andrés Espinal; Juan Martín Carpio Valadez; Manuel Ornelas; Héctor Puga; Patricia Melin; Marco Aurelio Sotelo-Figueroa (Recent Advances on Hybrid Approaches for Designing Intelligent Systems, 2014)

Comparing Evolutionary Strategy Algorithms for Training Spiking Neural Networks. - José S. Altamirano; Manuel Ornelas; Andrés Espinal; Raúl Santiago-Montero; Héctor Puga; Juan Martín Carpio; Sergio Tostado (Res. Comput. Sci., 2015)

Evolutionary Indirect Design of Feed-Forward Spiking Neural Networks. - Andrés Espinal; Juan Martín Carpio Valadez; Manuel Ornelas; Héctor Puga; Patricia Melin; Marco Aurelio Sotelo-Figueroa (Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization, 2015)

Segmentation of Coronary Angiograms Using Gabor Filters and Boltzmann Univariate Marginal Distribution Algorithm. - Fernando Cervantes-Sanchez; Iván Cruz-Aceves; Arturo Hernández Aguirre; Juan Gabriel Aviña-Cervantes; Sergio Solorio-Meza; Manuel Ornelas-Rodríguez; Miguel Torres-Cisneros (Comput. Intell. Neurosci., 2016)

Quadrupedal Robot Locomotion: A Biologically Inspired Approach and Its Hardware Implementation. - 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 (Comput. Intell. Neurosci., 2016)

Design of Spiking Central Pattern Generators for Multiple Locomotion Gaits in Hexapod Robots by Christiansen Grammar Evolution. - Andrés Espinal; Horacio Rostro-González; Juan Martín Carpio; Erick Israel Guerra-Hernandez; Manuel Ornelas; Marco Aurelio Sotelo-Figueroa (Frontiers Neurorobotics, 2016)

Segmentación automática de billetes mexicanos basada en un modelo de color y referencias geométricas. - Juan Pablo Flores-Mendoza; Alfonso Rojas Domínguez; Rafael López-Leyva; Manuel Ornelas-Rodríguez; Raúl Santiago-Montero (Res. Comput. Sci., 2016)

Gramática evolutiva con estrategia evolutiva como núcleo de una hiperheurística de generación aplicada al problema de empacado. - Carlos Ávila; Marco Aurelio Sotelo-Figueroa; Héctor Puga; Manuel Ornelas; Martín Carpio (Res. Comput. Sci., 2017)

Comparing Grammatical Evolution's Mapping Processes on Feature Generation for Pattern Recognition Problems. - Valentín Calzada-Ledesma; Héctor José Puga Soberanes; Alfonso Rojas Domínguez; Manuel Ornelas-Rodríguez; Juan Martín Carpio Valadez; Claudia Guadalupe Gómez Santillán (Nature-Inspired Design of Hybrid Intelligent Systems, 2017)

Increase Methodology of Design of Course Timetabling Problem for Students, Classrooms, and Teachers. - Lucero de Montserrat Ortiz-Aguilar; Martín Carpio; Héctor Puga; Jorge Alberto Soria-Alcaraz; Manuel Ornelas-Rodríguez; Carlos Lino Ramírez (Nature-Inspired Design of Hybrid Intelligent Systems, 2017)

Evolutionary Design of Problem-Adapted Image Descriptors for Texture Classification. - 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 (IEEE Access, 2018)

Aprendizaje profundo de representaciones robustas para clasificación multi-instancia y multi-etiqueta de imágenes. - Javier Roberto Veloz Centeno; Alfonso Rojas Domínguez; S. Ivvan Valdez; Manuel Ornelas; Héctor Puga; Martín Carpio (Res. Comput. Sci., 2018)

Una comparativa de diferentes parámetros en la construcción evolutiva de descriptores para la clasifcacióncación de imágenes de texturas de piezas arqueológicas. - 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 (Res. Comput. Sci., 2018)

A Comparison of Image Texture Descriptors for Pattern Classification. - Valentín Calzada-Ledesma; Héctor José Puga Soberanes; Alfonso Rojas Domínguez; Manuel Ornelas-Rodríguez; Martín Carpio; Claudia Guadalupe Gómez Santillán (Fuzzy Logic Augmentation of Neural and Optimization Algorithms, 2018)

Partially-Connected Artificial Neural Networks Developed by Grammatical Evolution for Pattern Recognition Problems. - 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 (Fuzzy Logic Augmentation of Neural and Optimization Algorithms, 2018)

Evolutionary Spiking Neural Networks for Solving Supervised Classification Problems. - 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 (Comput. Intell. Neurosci., 2019)

Entrenamiento dinámico de redes convolucionales profundas para clasificación de imágenes. - Oscar Frausto-Pérez; Alfonso Rojas Domínguez; Manuel Ornelas-Rodríguez; Héctor Puga; Martín Carpio (Res. Comput. Sci., 2019)

Algoritmo de evolución diferencial con reparador cromosómico aplicado a un problema de secuenciación de vehículos. - Elvi Malintzin Sánchez Márquez; Héctor José Puga Soberanes; Luís Ernesto Mancilla-Espinoza; Juan Martín Carpio Valadez; Manuel Ornelas-Rodríguez; Javier Iván Manzanares Cuadro (Res. Comput. Sci., 2019)

A Novel Set of Moment Invariants for Pattern Recognition Applications Based on Jacobi Polynomials. - Rafael Augusto Rocha Angulo; Juan Martín Carpio; Alfonso Rojas Domínguez; Manuel Ornelas-Rodríguez; Héctor Puga (MCPR, 2020)

A Methodology for Classifying Search Operators as Intensification or Diversification Heuristics. - Jorge Alberto Soria-Alcaraz; Gabriela Ochoa; Andrés Espinal; Marco Aurelio Sotelo-Figueroa; Manuel Ornelas-Rodríguez; Horacio Rostro-González (Complex., 2020)

Single Spiking Neuron Multi-Objective Optimization for Pattern Classification. - Carlos Juarez-Santini; Manuel Ornelas-Rodríguez; Jorge Alberto Soria-Alcaraz; Alfonso Rojas Domínguez; Héctor José Puga Soberanes; Andrés Espinal; Horacio Rostro-González (J. Autom. Mob. Robotics Intell. Syst., 2020)

Exploring Random Permutations Effects on the Mapping Process for Grammatical Evolution. - 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 (J. Autom. Mob. Robotics Intell. Syst., 2020)

CAD of Breast Cancer: A Decade-Long Review of Techniques for Mammography Analysis. - Alfonso Rojas Domínguez; Héctor Puga; Manuel Ornelas-Rodríguez; Itzel Guerrero-Gasca (Res. Comput. Sci., 2020)

Gegenbauer-Based Image Descriptors for Visual Scene Recognition. - Antonio Herrera-Acosta; Alfonso Rojas Domínguez; Juan Martín Carpio; Manuel Ornelas-Rodríguez; Héctor Puga (Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms, 2020)

Comparing Evolutionary Artificial Neural Networks from Second and Third Generations for Solving Supervised Classification Problems. - G. López-Vázquez; Andrés Espinal; Manuel Ornelas-Rodríguez; Jorge Alberto Soria-Alcaraz; Alfonso Rojas Domínguez; Héctor Puga; Juan Martín Carpio; Horacio Rostro-González (Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms, 2020)

Combinatorial Designs on Constraint Satisfaction Problem (VRP). - Juan A. Montesino-Guerra; Héctor Puga; Juan Martín Carpio; Manuel Ornelas-Rodríguez; Alfonso Rojas Domínguez; Lucero Ortiz-Aguilar (Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms, 2020)

Studying Grammatical Evolution's Mapping Processes for Symbolic Regression Problems. - Blanca Verónica Zuñiga-Nuñez; Juan Martín Carpio; Marco Aurelio Sotelo-Figueroa; Jorge Alberto Soria-Alcaraz; Omar Jair Purata-Sifuentes; Manuel Ornelas; Alfonso Rojas Domínguez (Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms, 2020)

Efficient Training of Deep Learning Models Through Improved Adaptive Sampling. - Jorge Ivan Avalos-López; Alfonso Rojas Domínguez; Manuel Ornelas-Rodríguez; Martín Carpio; S. Ivvan Valdez (MCPR, 2021)

A Methodology to Determine the Subset of Heuristics for Hyperheuristics through Metalearning for Solving Graph Coloring and Capacitated Vehicle Routing Problems. - Lucero Ortiz-Aguilar; Martín Carpio; Alfonso Rojas Domínguez; Manuel Ornelas-Rodríguez; Héctor José Puga Soberanes; Jorge Alberto Soria-Alcaraz (Complex., 2021)

Diseño de descriptores mediante evolución gramatical para el reconocimiento de imágenes de expresiones faciales. - Manuel Alejandro Torres Fonseca; Valentín Calzada-Ledesma; Manuel Ornelas-Rodríguez; Alfonso Rojas Domínguez; Juan Martín Carpio Valadez; Héctor José Puga Soberanes (Res. Comput. Sci., 2021)

Optimización de hiperparámetros de una red Long Short Term Memory para pronósticos financieros. - Francisco J. Pedroza-Castro; Alfonso Rojas Domínguez; Martín Carpio; Manuel Ornelas-Rodríguez; Héctor Puga (Res. Comput. Sci., 2022)

Estudio del uso de GAN para el balanceo de datos en el conjunto BreakHis y los efectos en la clasificación de tumores de mama. - Alfredo Gutiérrez-Alfaro; Angel E. Rosales-Morales; Andrés Espinal; Manuel Ornelas-Rodríguez; Marco Aurelio Sotelo-Figueroa; Horacio Rostro-González (Res. Comput. Sci., 2023)

Improved training of deep convolutional networks via minimum-variance regularized adaptive sampling. - Alfonso Rojas Domínguez; S. Ivvan Valdez; Manuel Ornelas-Rodríguez; Martín Carpio (Soft Comput., 2023)

Learnable Gabor Filters in CNNs: Avoiding Filter Degeneration via Early Stopping Based on Similarity Metrics. - Carlos Orozco-Solis; Alfonso Rojas Domínguez; Héctor Puga; Manuel Ornelas-Rodríguez; Martín Carpio; Valentín Calzada-Ledesma (MCPR, 2024)

Filtros Espaciales aprendibles en CNNs: Análisis de filtros de Gabor hacia un entrenamiento más eficiente. - Carlos Orozco-Solis; Alfonso Rojas Domínguez; Héctor Puga; Manuel Ornelas-Rodríguez; Martín Carpio; Valentín Calzada-Ledesma (Res. Comput. Sci., 2024)

Intensification Process Applied to Codon Selection in Grammatical Evolution. - Juan Manuel Pérez-Rocha; Juan Martín Carpio; Alfonso Rojas Domínguez; Manuel Ornelas-Rodríguez; Héctor José Puga Soberanes; Marco Aurelio Sotelo-Figueroa (New Directions on Hybrid Intelligent Systems, 2024)

Generative Models for Class Imbalance Problem on BreakHis Dataset: A Case Study. - Angel E. Rosales-Morales; Alfredo Gutiérrez-Alfaro; Manuel Ornelas-Rodríguez; Andrés Espinal; Alfonso Rojas Domínguez; Héctor José Puga Soberanes; Juan Martín Carpio (New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics, 2024)