Alfonso Rojas Domínguez

52 papers B 1C 2Misc 1Journal 32Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Modeling and simulation of genotypic Tumor Mutational Burden and Phenotypic Immunogenicity biomarkers in cancer immunoediting with Ising-Hamiltonian characterization.
Comput. Biol. Medicine
Alfonso Rojas Domínguez, Irving Ulises Martínez-Vargas, Matías Alvarado-Mentado
2024 J jnl
Filtros Espaciales aprendibles en CNNs: Análisis de filtros de Gabor hacia un entrenamiento más eficiente.
Res. Comput. Sci.
Carlos Orozco-Solis, Alfonso Rojas Domínguez, Héctor Puga, Manuel Ornelas-Rodríguez, Martín Carpio, Valentín Calzada-Ledesma
2024 — ch.
Generative Models for Class Imbalance Problem on BreakHis Dataset: A Case Study.
New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics
Angel E. Rosales-Morales, Alfredo Gutiérrez-Alfaro, Manuel Ornelas-Rodríguez, Andrés Espinal, Alfonso Rojas Domínguez, Héctor José Puga Soberanes, Juan Martín Carpio
2024 — ch.
Intensification Process Applied to Codon Selection in Grammatical Evolution.
New Directions on Hybrid Intelligent Systems
Juan Manuel Pérez-Rocha, Juan Martín Carpio, Alfonso Rojas Domínguez, Manuel Ornelas-Rodríguez, Héctor José Puga Soberanes, Marco Aurelio Sotelo-Figueroa
2024 — conf
Learnable Gabor Filters in CNNs: Avoiding Filter Degeneration via Early Stopping Based on Similarity Metrics.
MCPR
Carlos Orozco-Solis, Alfonso Rojas Domínguez, Héctor Puga, Manuel Ornelas-Rodríguez, Martín Carpio, Valentín Calzada-Ledesma
2023 J jnl
Evaluation of View-wise ResNet on the Digital Database for Screening Mammography.
Res. Comput. Sci.
Osmar Moreno-Rivas, Alfonso Rojas Domínguez, Matías Alvarado, Manuel Ornelas-Rodríguez
2023 J jnl
Improved training of deep convolutional networks via minimum-variance regularized adaptive sampling.
Soft Comput.
Alfonso Rojas Domínguez, S. Ivvan Valdez, Manuel Ornelas-Rodríguez, Martín Carpio
2022 J jnl
Fuzzy multi-agent assistance system for elderly care based on user engagement.
J. Ambient Intell. Smart Environ.
Alfonso Rojas Domínguez, Carlos Lino Ramírez, David Asael Gutiérrez Hernández, Héctor Puga, Víctor Zamudio
2022 J jnl
Modeling cancer immunoediting in tumor microenvironment with system characterization through the ising-model Hamiltonian.
BMC Bioinform.
Alfonso Rojas Domínguez, Renato Arroyo-Duarte, Fernando Rincón-Vieyra, Matías Alvarado-Mentado
2022 J jnl
Optimización de hiperparámetros de una red Long Short Term Memory para pronósticos financieros.
Res. Comput. Sci.
Francisco J. Pedroza-Castro, Alfonso Rojas Domínguez, Martín Carpio, Manuel Ornelas-Rodríguez, Héctor Puga
2021 J jnl
A Methodology to Determine the Subset of Heuristics for Hyperheuristics through Metalearning for Solving Graph Coloring and Capacitated Vehicle Routing Problems.
Complex.
Lucero Ortiz-Aguilar, Martín Carpio, Alfonso Rojas Domínguez, Manuel Ornelas-Rodríguez, Héctor José Puga Soberanes, Jorge Alberto Soria-Alcaraz
2021 J jnl
Diseño de descriptores mediante evolución gramatical para el reconocimiento de imágenes de expresiones faciales.
Res. Comput. Sci.
Manuel Alejandro Torres Fonseca, Valentín Calzada-Ledesma, Manuel Ornelas-Rodríguez, Alfonso Rojas Domínguez, Juan Martín Carpio Valadez, Héctor José Puga Soberanes
2021 — conf
Efficient Training of Deep Learning Models Through Improved Adaptive Sampling.
MCPR
Jorge Ivan Avalos-López, Alfonso Rojas Domínguez, Manuel Ornelas-Rodríguez, Martín Carpio, S. Ivvan Valdez
2021 B conf
Fuzzy-Regulated Assistant based on Mental Engagement: A Multi-Agent Approach to Elderly Care.
Intelligent Environments
María Isabel Ramírez Martínez, Carlos Lino Ramírez, Víctor Manuel Zamudio Rodríguez, David Asael Gutiérrez Hernández, Héctor José Puga Soberanes, Alfonso Rojas Domínguez
2020 — conf
A Novel Set of Moment Invariants for Pattern Recognition Applications Based on Jacobi Polynomials.
MCPR
Rafael Augusto Rocha Angulo, Juan Martín Carpio, Alfonso Rojas Domínguez, Manuel Ornelas-Rodríguez, Héctor Puga
2020 J jnl
CAD of Breast Cancer: A Decade-Long Review of Techniques for Mammography Analysis.
Res. Comput. Sci.
Alfonso Rojas Domínguez, Héctor Puga, Manuel Ornelas-Rodríguez, Itzel Guerrero-Gasca
2020 — ch.
Combinatorial Designs on Constraint Satisfaction Problem (VRP).
Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms
Juan A. Montesino-Guerra, Héctor Puga, Juan Martín Carpio, Manuel Ornelas-Rodríguez, Alfonso Rojas Domínguez, Lucero Ortiz-Aguilar
2020 — ch.
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
G. López-Vázquez, Andrés Espinal, Manuel Ornelas-Rodríguez, Jorge Alberto Soria-Alcaraz, Alfonso Rojas Domínguez, Héctor Puga, Juan Martín Carpio, Horacio Rostro-González
2020 J jnl
Editorial for Thematic Section "Machine Learning for Health Care: Modeling, Analysis and Computer Simulation".
Res. Comput. Sci.
Alfonso Rojas Domínguez, Matías Alvarado
2020 J jnl
Exploring Random Permutations Effects on the Mapping Process for Grammatical Evolution.
J. Autom. Mob. Robotics Intell. Syst.
Blanca Verónica Zúñiga-Nuñez, Juan Martín Carpio, Marco Aurelio Sotelo-Figueroa, Andrés Espinal, Omar Jair Purata-Sifuentes, Manuel Ornelas, Jorge Alberto Soria-Alcaraz, Alfonso Rojas Domínguez
2020 — ch.
Gegenbauer-Based Image Descriptors for Visual Scene Recognition.
Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms
Antonio Herrera-Acosta, Alfonso Rojas Domínguez, Juan Martín Carpio, Manuel Ornelas-Rodríguez, Héctor Puga
2020 J jnl
Machine Learning Techniques for Diagnosis of Breast Cancer.
Res. Comput. Sci.
Alfonso Rojas Domínguez
2020 J jnl
Single Spiking Neuron Multi-Objective Optimization for Pattern Classification.
J. Autom. Mob. Robotics Intell. Syst.
Carlos Juarez-Santini, Manuel Ornelas-Rodríguez, Jorge Alberto Soria-Alcaraz, Alfonso Rojas Domínguez, Héctor José Puga Soberanes, Andrés Espinal, Horacio Rostro-González
2020 — ch.
Studying Grammatical Evolution's Mapping Processes for Symbolic Regression Problems.
Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms
Blanca Verónica Zúñiga-Nuñez, Juan Martín Carpio, Marco Aurelio Sotelo-Figueroa, Jorge Alberto Soria-Alcaraz, Omar Jair Purata-Sifuentes, Manuel Ornelas, Alfonso Rojas Domínguez
2019 J jnl
An Evolutionary Algorithm of Linear complexity: Application to Training of Deep Neural Networks.
CoRR
S. Ivvan Valdez, Alfonso Rojas Domínguez
2019 J jnl
Entrenamiento dinámico de redes convolucionales profundas para clasificación de imágenes.
Res. Comput. Sci.
Oscar Frausto-Pérez, Alfonso Rojas Domínguez, Manuel Ornelas-Rodríguez, Héctor Puga, Martín Carpio
2019 J jnl
Evolutionary Spiking Neural Networks for Solving Supervised Classification Problems.
Comput. Intell. Neurosci.
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
2019 J jnl
Evolutionary Training of Deep Belief Networks for Handwritten Digit Recognition.
Res. Comput. Sci.
Susana Espinoza-Pérez, Alfonso Rojas Domínguez, Sergio Ivvan Valdez Peña, Luís Ernesto Mancilla-Espinoza
2019 J jnl
Modeling the Game of Go by Ising Hamiltonian, Deep Belief Networks and Common Fate Graphs.
IEEE Access
Alfonso Rojas Domínguez, Didier Barradas-Bautista, Matías Alvarado
2019 J jnl
Parameter optimization for the smoothed-particle hydrodynamics method by means of evolutionary metaheuristics.
Comput. Phys. Commun.
Juan de Anda-Suárez, Solai Jeyakumar, Martín Carpio, Héctor J. Puga, Alfonso Rojas Domínguez, Laura Cruz-Reyes, Juan F. Mosiño
2019 J jnl
Symmetric-Approximation Energy-Based Estimation of Distribution (SEED): A Continuous Optimization Algorithm.
IEEE Access
Juan de Anda-Suárez, Juan Martín Carpio Valadez, Héctor José Puga Soberanes, Valentín Calzada-Ledesma, Alfonso Rojas Domínguez, Solai Jeyakumar, Andrés Espinal
2018 — ch.
A Comparison of Image Texture Descriptors for Pattern Classification.
Fuzzy Logic Augmentation of Neural and Optimization Algorithms
Valentín Calzada-Ledesma, Héctor José Puga Soberanes, Alfonso Rojas Domínguez, Manuel Ornelas-Rodríguez, Martín Carpio, Claudia Guadalupe Gómez-Santillán
2018 J jnl
A novel formulation of orthogonal polynomial kernel functions for SVM classifiers: The Gegenbauer family.
Pattern Recognit.
Luis Carlos Padierna, Martín Carpio, Alfonso Rojas Domínguez, Héctor Puga, Héctor J. Fraire H.
2018 J jnl
Aprendizaje profundo de representaciones robustas para clasificación multi-instancia y multi-etiqueta de imágenes.
Res. Comput. Sci.
Javier Roberto Veloz Centeno, Alfonso Rojas Domínguez, S. Ivvan Valdez, Manuel Ornelas, Héctor Puga, Martín Carpio
2018 — ch.
Bio-inspired Metaheuristics for Hyper-parameter Tuning of Support Vector Machine Classifiers.
Fuzzy Logic Augmentation of Neural and Optimization Algorithms
Adán Godínez-Bautista, Luis Carlos Padierna, Alfonso Rojas Domínguez, Héctor Puga, Martín Carpio
2018 J jnl
Evolutionary Design of Problem-Adapted Image Descriptors for Texture Classification.
IEEE Access
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
2018 J jnl
Optimal Hyper-Parameter Tuning of SVM Classifiers With Application to Medical Diagnosis.
IEEE Access
Alfonso Rojas Domínguez, Luis Carlos Padierna, Juan Martín Carpio Valadez, Héctor José Puga Soberanes, Héctor J. Fraire H.
2018 — ch.
Partially-Connected Artificial Neural Networks Developed by Grammatical Evolution for Pattern Recognition Problems.
Fuzzy Logic Augmentation of Neural and Optimization Algorithms
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
2018 J jnl
Phase Unwrapping for 3D Object Reconstruction by means of Population-based Metaheuristics.
Res. Comput. Sci.
Daniel Duarte-Carrera, Alfonso Rojas Domínguez, Luis Carlos Padierna
2018 J jnl
Una comparativa de diferentes parámetros en la construcción evolutiva de descriptores para la clasifcacióncación de imágenes de texturas de piezas arqueológicas.
Res. Comput. Sci.
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
2017 — ch.
Comparing Grammatical Evolution's Mapping Processes on Feature Generation for Pattern Recognition Problems.
Nature-Inspired Design of Hybrid Intelligent Systems
Valentín Calzada-Ledesma, Héctor José Puga Soberanes, Alfonso Rojas Domínguez, Manuel Ornelas-Rodríguez, Juan Martín Carpio Valadez, Claudia Guadalupe Gómez-Santillán
2017 — ch.
Hyper-Parameter Tuning for Support Vector Machines by Estimation of Distribution Algorithms.
Nature-Inspired Design of Hybrid Intelligent Systems
Luis Carlos Padierna, Martín Carpio, Alfonso Rojas Domínguez, Héctor Puga, Rosario Baltazar, Héctor J. Fraire H.
2016 — conf
Comparing Threshold-Selection Methods for Image Segmentation: Application to Defect Detection in Automated Visual Inspection Systems.
MCPR
Rafael López-Leyva, Alfonso Rojas Domínguez, Juan Pablo Flores-Mendoza, Miguel Angel Casillas Araiza, Raúl Santiago-Montero
2016 J jnl
Geometric indexing for recognition of places based on expanded delaunay triangulation.
Intell. Data Anal.
Carlos Lara-Alvarez, Alfonso Rojas Domínguez
2016 J jnl
Segmentación automática de billetes mexicanos basada en un modelo de color y referencias geométricas.
Res. Comput. Sci.
Juan Pablo Flores-Mendoza, Alfonso Rojas Domínguez, Rafael López-Leyva, Manuel Ornelas-Rodríguez, Raúl Santiago-Montero
2014 C conf
Automated Banknote Identification Method for the Visually Impaired.
CIARP
Alfonso Rojas Domínguez, Carlos Lara-Alvarez, Eduardo Bayro-Corrochano
2014 C conf
Geometric Indexing for Recognition of Places.
CIARP
Carlos Lara-Alvarez, Alfonso Rojas Domínguez, Eduardo Bayro-Corrochano
2009 J jnl
Development of tolerant features for characterization of masses in mammograms.
Comput. Biol. Medicine
Alfonso Rojas Domínguez, Asoke K. Nandi
2009 J jnl
Toward breast cancer diagnosis based on automated segmentation of masses in mammograms.
Pattern Recognit.
Alfonso Rojas Domínguez, Asoke K. Nandi
2008 Misc conf
Detailed-contour insensitive features for automated analysis of breast masses in mammograms.
ICASSP
Alfonso Rojas Domínguez, Asoke K. Nandi
2008 J jnl
Detection of masses in mammograms via statistically based enhancement, multilevel-thresholding segmentation, and region selection.
Comput. Medical Imaging Graph.
Alfonso Rojas Domínguez, Asoke K. Nandi
2007 — conf
Enhanced Multi-Level Thresholding Segmentation and Rank Based Region Selection for Detection of Masses in Mammograms.
ICASSP (1)
Alfonso Rojas Domínguez, Asoke K. Nandi