Enhanced Multi-Level Thresholding Segmentation and Rank Based Region Selection for Detection of Masses in Mammograms. - Alfonso Rojas Domínguez; Asoke K. Nandi (ICASSP (1), 2007)

Detailed-contour insensitive features for automated analysis of breast masses in mammograms. - Alfonso Rojas Domínguez; Asoke K. Nandi (ICASSP, 2008)

Detection of masses in mammograms via statistically based enhancement, multilevel-thresholding segmentation, and region selection. - Alfonso Rojas Domínguez; Asoke K. Nandi (Comput. Medical Imaging Graph., 2008)

Development of tolerant features for characterization of masses in mammograms. - Alfonso Rojas Domínguez; Asoke K. Nandi (Comput. Biol. Medicine, 2009)

Toward breast cancer diagnosis based on automated segmentation of masses in mammograms. - Alfonso Rojas Domínguez; Asoke K. Nandi (Pattern Recognit., 2009)

Automated Banknote Identification Method for the Visually Impaired. - Alfonso Rojas Domínguez; Carlos Lara-Alvarez; Eduardo Bayro-Corrochano (CIARP, 2014)

Geometric Indexing for Recognition of Places. - Carlos Lara-Alvarez; Alfonso Rojas Domínguez; Eduardo Bayro-Corrochano (CIARP, 2014)

Comparing Threshold-Selection Methods for Image Segmentation: Application to Defect Detection in Automated Visual Inspection Systems. - Rafael López-Leyva; Alfonso Rojas Domínguez; Juan Pablo Flores-Mendoza; Miguel Angel Casillas Araiza; Raúl Santiago-Montero (MCPR, 2016)

Geometric indexing for recognition of places based on expanded delaunay triangulation. - Carlos Lara-Alvarez; Alfonso Rojas Domínguez (Intell. Data Anal., 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)

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)

Hyper-Parameter Tuning for Support Vector Machines by Estimation of Distribution Algorithms. - Luis Carlos Padierna; Martín Carpio; Alfonso Rojas Domínguez; Héctor Puga; Rosario Baltazar; Héctor J. Fraire H. (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)

Optimal Hyper-Parameter Tuning of SVM Classifiers With Application to Medical Diagnosis. - Alfonso Rojas Domínguez; Luis Carlos Padierna; Juan Martín Carpio Valadez; Héctor José Puga Soberanes; Héctor J. Fraire H. (IEEE Access, 2018)

A novel formulation of orthogonal polynomial kernel functions for SVM classifiers: The Gegenbauer family. - Luis Carlos Padierna; Martín Carpio; Alfonso Rojas Domínguez; Héctor Puga; Héctor J. Fraire H. (Pattern Recognit., 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)

Phase Unwrapping for 3D Object Reconstruction by means of Population-based Metaheuristics. - Daniel Duarte-Carrera; Alfonso Rojas Domínguez; Luis Carlos Padierna (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)

Bio-inspired Metaheuristics for Hyper-parameter Tuning of Support Vector Machine Classifiers. - Adán Godínez-Bautista; Luis Carlos Padierna; Alfonso Rojas Domínguez; Héctor Puga; Martín Carpio (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)

Symmetric-Approximation Energy-Based Estimation of Distribution (SEED): A Continuous Optimization Algorithm. - Juan de Anda-Suárez; Juan Martín Carpio Valadez; Héctor José Puga Soberanes; Valentín Calzada-Ledesma; Alfonso Rojas Domínguez; Solai Jeyakumar; Andrés Espinal (IEEE Access, 2019)

Modeling the Game of Go by Ising Hamiltonian, Deep Belief Networks and Common Fate Graphs. - Alfonso Rojas Domínguez; Didier Barradas-Bautista; Matías Alvarado 001 (IEEE Access, 2019)

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)

An Evolutionary Algorithm of Linear complexity: Application to Training of Deep Neural Networks. - S. Ivvan Valdez; Alfonso Rojas Domínguez (CoRR, 2019)

Parameter optimization for the smoothed-particle hydrodynamics method by means of evolutionary metaheuristics. - Juan de Anda-Suárez; Solai Jeyakumar; Martín Carpio; Héctor J. Puga; Alfonso Rojas Domínguez; Laura Cruz-Reyes; Juan F. Mosiño (Comput. Phys. Commun., 2019)

Evolutionary Training of Deep Belief Networks for Handwritten Digit Recognition. - Susana Espinoza-Pérez; Alfonso Rojas Domínguez; Sergio Ivvan Valdez Peña; Luís Ernesto Mancilla-Espinoza (Res. Comput. Sci., 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)

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)

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)

Machine Learning Techniques for Diagnosis of Breast Cancer. - Alfonso Rojas Domínguez (Res. Comput. Sci., 2020)

Editorial for Thematic Section "Machine Learning for Health Care: Modeling, Analysis and Computer Simulation". - Alfonso Rojas Domínguez; Matías Alvarado 001 (Res. Comput. Sci., 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)

Fuzzy-Regulated Assistant based on Mental Engagement: A Multi-Agent Approach to Elderly Care. - María Isabel Ramírez Martínez; Carlos Lino Ramírez; Víctor Manuel Zamudio Rodríguez; David Asael Gutiérrez Hernández; Héctor José Puga Soberanes; Alfonso Rojas Domínguez (Intelligent Environments, 2021)

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)

Modeling cancer immunoediting in tumor microenvironment with system characterization through the ising-model Hamiltonian. - Alfonso Rojas Domínguez; Renato Arroyo-Duarte; Fernando Rincón-Vieyra; Matías Alvarado-Mentado (BMC Bioinform., 2022)

Fuzzy multi-agent assistance system for elderly care based on user engagement. - Alfonso Rojas Domínguez; Carlos Lino Ramírez; David Asael Gutiérrez Hernández; Héctor Puga; Víctor Zamudio (J. Ambient Intell. Smart Environ., 2022)

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)

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)

Modeling and simulation of genotypic Tumor Mutational Burden and Phenotypic Immunogenicity biomarkers in cancer immunoediting with Ising-Hamiltonian characterization. - Alfonso Rojas Domínguez; Irving Ulises Martínez-Vargas; Matías Alvarado-Mentado (Comput. Biol. Medicine, 2025)