Wilfrido Gómez-Flores

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 40

Top Topics

Instance Selection

Breast Ultrasound

Differential Evolution

Cluster Validity Index

Top Venues

Comput. Biol. Medicine

Appl. Soft Comput.

Publications

Adán José García, Wilfrido Gómez-Flores
CVIK: A Matlab-based cluster validity index toolbox for automatic data clustering. SoftwareX 22 (2023)
D. G. Serrano-Díaz, Wilfrido Gómez-Flores, Arturo Vera, Lorenzo Leija
Towards Breast Cancer Treatment Planning by Microwave Ablation Via Tumor Characterization Using Medoid-based Eigenvectors. CCE (2023)
Samuel Omar Tovias-Alanis, Humberto Sossa, Wilfrido Gómez-Flores
Learning smooth dendrite morphological neurons for pattern classification using linkage trees and evolutionary-based hyperparameter tuning. Pattern Recognit. Lett. 172 (2023)
Wilfrido Gómez-Flores, Humberto Sossa
Learning smooth dendrite morphological neurons by stochastic gradient descent for pattern classification. Neural Networks 168 (2023)
Juan Abdiel Sáenz-Sánchez, Wilfrido Gómez-Flores
Classification of breast ultrasound images in BI-RADS categories using binary decomposition strategies with convolutional neural networks. CCE (2023)
Wilfrido Gómez-Flores, Humberto Sossa
Improving the Classification Performance of Dendrite Morphological Neurons. IEEE Trans. Neural Networks Learn. Syst. 34 (8) (2023)
Wilfrido Gómez-Flores, Wagner Coelho de Albuquerque Pereira
Gray-to-color image conversion in the classification of breast lesions on ultrasound using pre-trained deep neural networks. Medical Biol. Eng. Comput. 61 (12) (2023)
Fernando Arce, Wilfrido Gómez-Flores, Uriel Escalona, Humberto Sossa
Learning an artificial neural network to discover bit-quad-based formulas to compute basic object properties. Pattern Recognit. 142 (2023)
Rafael Bayareh Mancilla, Wilfrido Gómez-Flores, Christian Daul, Josefina Gutiérrez-Martínez, Lorenzo Leija Salas, Didier Wolf, Arturo Vera Hernández
Consideration for segmentation based on radiometric data processing, towards the research of quantitative medical thermography. CCE (2022)
Elisa Scalco, Giovanna Rizzo, Wilfrido Gómez-Flores
Automatic Feature Construction Based on Genetic Programming for Survival Prediction in Lung Cancer Using CT Images. EMBC (2022)
Samuel Omar Tovias-Alanis, Wilfrido Gómez-Flores, Gregorio Toscano Pulido, Juan Humberto Sossa Azuela
Learning Dendrite Morphological Neurons Using Linkage Trees for Pattern Classification. MCPR (2022)
Fernando Arce Vega, Juan Humberto Sossa Azuela, Wilfrido Gómez-Flores, Laura Georgina Lira Vargas
Learning an Artificial Neural Network to Discover Combinations of Bit-Quads to Compute the Euler Characteristic of a 2-D Binary Image. Computación y Sistemas 26 (1) (2022)
Samuel Omar Tovias-Alanis, Wilfrido Gómez-Flores, Gregorio Toscano Pulido
Evolutionary Instance Selection Based on Preservation of the Data Probability Density Function. Computación y Sistemas 26 (2) (2022)
Fernando Arce Vega, Wilfrido Gómez-Flores, Humberto Sossa, Uriel Escalona
Machine Learning-based Formulas for Computing the Euler Characteristic of Binary Images. Int. J. Comb. Optim. Probl. Informatics 13 (3) (2022)
José Juan García-Hernández, Wilfrido Gómez-Flores
Detection of AAC compression using MDCT-based features and supervised learning. J. Exp. Theor. Artif. Intell. 34 (3) (2022)
Wilfrido Gómez-Flores, Juan José Garza-Saldaña, Sóstenes Edmundo Varela-Fuentes
A Huanglongbing Detection Method for Orange Trees Based on Deep Neural Networks and Transfer Learning. IEEE Access 10 (2022)
Rodrigo Leite Prates, Wilfrido Gómez-Flores, Wagner Coelho A. Pereira
Semantic Segmentation of Mammograms Using Pre-Trained Deep Neural Networks. CCE (2021)
Wilfrido Gómez-Flores, Humberto Sossa, Fernando Arce
Finding the Optimal Bit-Quad Patterns for Computing the Euler Number of 2D Binary Images Using Simulated Annealing. MCPR (2021)
Adán José García, Julia Handl, Wilfrido Gómez-Flores, Mario Garza-Fabre
An evolutionary many-objective approach to multiview clustering using feature and relational data. Appl. Soft Comput. 108 (2021)
Samuel Omar Tovias-Alanis, Wilfrido Gómez-Flores, Gregorio Toscano Pulido
Instance Selection Based on Linkage Trees. CCE (2021)
Wilfrido Gómez-Flores, Humberto Sossa
Smooth dendrite morphological neurons. Neural Networks 136 (2021)
Adán José García, Wilfrido Gómez-Flores
A survey of cluster validity indices for automatic data clustering using differential evolution. GECCO (2021)
Wilfrido Gómez-Flores, Juan Humberto Sossa Azuela
Towards Dendrite Spherical Neurons for Pattern Classification. MCPR (2020)
Juanita Hernández-López, Wilfrido Gómez-Flores
Predicting the BI-RADS Lexicon for Mammographie Masses Using Hybrid Neural Models. CCE (2020)
Wilfrido Gómez-Flores, Juanita Hernández-López
Assessment of the invariance and discriminant power of morphological features under geometric transformations for breast tumor classification. Comput. Methods Programs Biomed. 185 (2020)
Wilfrido Gómez-Flores, Wagner Coelho de Albuquerque Pereira
A comparative study of pre-trained convolutional neural networks for semantic segmentation of breast tumors in ultrasound. Comput. Biol. Medicine 126 (2020)
Wilfrido Gómez-Flores, Juanita Hernández-López
Automatic adjustment of the pulse-coupled neural network hyperparameters based on differential evolution and cluster validity index for image segmentation. Appl. Soft Comput. 97 (Part B) (2020)
Francisco A. González-Luna, Juanita Hernández-López, Wilfrido Gómez-Flores
A Performance Evaluation of Machine Learning Techniques for Breast Ultrasound Classification. CCE (2019)
Wilfrido Gómez-Flores, Juan José Garza-Saldaña, Sóstenes Edmundo Varela-Fuentes
Detection of Huanglongbing disease based on intensity-invariant texture analysis of images in the visible spectrum. Comput. Electron. Agric. 162 (2019)
Adán José García, Julia Handl, Wilfrido Gómez-Flores, Mario Garza-Fabre
Many-view clustering: an illustration using multiple dissimilarity measures. GECCO (Companion) (2019)
Arturo Rodríguez-Cristerna, Wilfrido Gómez-Flores, Wagner Coelho de Albuquerque Pereira
A computer-aided diagnosis system for breast ultrasound based on weighted BI-RADS classes. Comput. Methods Programs Biomed. 153 (2018)
Arturo Rodríguez-Cristerna, Wilfrido Gómez-Flores, Wagner Coelho de Albuquerque Pereira
BUSAT: A MATLAB Toolbox for Breast Ultrasound Image Analysis. MCPR (2017)
Adán José García, Wilfrido Gómez-Flores
Evolutionary Clustering Using Multi-prototype Representation and Connectivity Criterion. MCPR (2017)
Samuel Omar Tovias-Alanis, Wilfrido Gómez-Flores
Automatic construction of the complete architecture of a radial basis function network using differential evolution. CCE (2017)
Arturo Rodríguez-Cristerna, C. P. Guerrero-Cedillo, G. A. Donati-Olvera, Wilfrido Gómez-Flores, W. C. A. Pereira
Study of the impact of image preprocessing approaches on the segmentation and classification of breast lesions on ultrasound. CCE (2017)
Wilfrido Gómez-Flores, Wagner Coelho de Albuquerque Pereira
A contrast enhancement method for improving the segmentation of breast lesions on ultrasonography. Comput. Biol. Medicine 80 (2017)
Jose Juan Garcia-Hernandez, Wilfrido Gómez-Flores, Javier Rubio-Loyola
Analysis of the impact of digital watermarking on computer-aided diagnosis in medical imaging. Comput. Biol. Medicine 68 (2016)
Adán José García, Wilfrido Gómez-Flores
Automatic clustering using nature-inspired metaheuristics: A survey. Appl. Soft Comput. 41 (2016)
Wilfrido Gómez-Flores, Wagner Coelho de Albuquerque Pereira, Antonio Fernando Catelli Infantosi
Improving classification performance of breast lesions on ultrasonography. Pattern Recognit. 48 (4) (2015)
Arturo Rodríguez-Cristerna, José Torres-Jiménez, Wilfrido Gómez-Flores, Wagner Coelho A. Pereira
Construction of Mixed Covering Arrays Using a Combination of Simulated Annealing and Variable Neighborhood Search. Electron. Notes Discret. Math. 47 (2015)
Samuel Montero-Hernández, Wilfrido Gómez-Flores
Evolutionary Approach for Construction of the RBF Network Architecture. MICAI (Special Sessions) (2014)
M. Nava-Ortiz, Wilfrido Gómez-Flores, A. Díaz-Pérez, Gregorio Toscano Pulido
Evaluation of Binarization Algorithms for Camera-Based Devices. MCPR (2011)
Alan Díaz-Manríquez, Gregorio Toscano Pulido, Wilfrido Gómez-Flores
On the selection of surrogate models in evolutionary optimization algorithms. IEEE Congress on Evolutionary Computation (2011)