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ORCIDWilfrido Gómez-Flores
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2020 – today
- 2023
[j23]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): 3193-3207 (2023)- [j22]Wilfrido Gómez-Flores
, Humberto Sossa:
Learning smooth dendrite morphological neurons by stochastic gradient descent for pattern classification. Neural Networks 168: 665-676 (2023) - [j21]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: 109685 (2023) - [j20]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: 274-281 (2023) - [j19]Adán José García, Wilfrido Gómez-Flores:
CVIK: A Matlab-based cluster validity index toolbox for automatic data clustering. SoftwareX 22: 101359 (2023) - [j18]Wilfrido Gómez-Flores, Humberto Sossa:
Improving the Classification Performance of Dendrite Morphological Neurons. IEEE Trans. Neural Networks Learn. Syst. 34(8): 4659-4673 (2023) - [c20]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: 1-6 - [c19]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: 1-6 - 2022
- [j17]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: 116686-116696 (2022) - [j16]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) - [j15]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) - [j14]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): 2-16 (2022) - [j13]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): 451-468 (2022) - [c18]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: 3797-3800 - [c17]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: 1-6 - [c16]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: 105-115 - 2021
- [j12]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: 107425 (2021) - [j11]Wilfrido Gómez-Flores, Humberto Sossa:
Smooth dendrite morphological neurons. Neural Networks 136: 40-53 (2021) - [c15]Adán José García, Wilfrido Gómez-Flores:
A survey of cluster validity indices for automatic data clustering using differential evolution. GECCO 2021: 314-322 - [c14]Rodrigo Leite Prates, Wilfrido Gómez-Flores, Wagner Coelho A. Pereira:
Semantic Segmentation of Mammograms Using Pre-Trained Deep Neural Networks. CCE 2021: 1-6 - [c13]Samuel Omar Tovias-Alanis, Wilfrido Gómez-Flores, Gregorio Toscano Pulido:
Instance Selection Based on Linkage Trees. CCE 2021: 1-6 - [c12]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: 240-250 - 2020
- [j10]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): 105547 (2020) - [j9]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: 104036 (2020) - [j8]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: 105173 (2020) - [c11]Juanita Hernández-López, Wilfrido Gómez-Flores:
Predicting the BI-RADS Lexicon for Mammographie Masses Using Hybrid Neural Models. CCE 2020: 1-6 - [c10]Wilfrido Gómez-Flores, Juan Humberto Sossa Azuela:
Towards Dendrite Spherical Neurons for Pattern Classification. MCPR 2020: 14-24
2010 – 2019
- 2019
- [j7]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: 825-835 (2019) - [c9]Adán José García, Julia Handl, Wilfrido Gómez-Flores, Mario Garza-Fabre:
Many-view clustering: an illustration using multiple dissimilarity measures. GECCO (Companion) 2019: 213-214 - [c8]Francisco A. González-Luna, Juanita Hernández-López, Wilfrido Gómez-Flores:
A Performance Evaluation of Machine Learning Techniques for Breast Ultrasound Classification. CCE 2019: 1-5 - 2018
- [j6]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: 33-40 (2018) - 2017
- [j5]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: 14-23 (2017) - [c7]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: 1-4 - [c6]Samuel Omar Tovias-Alanis, Wilfrido Gómez-Flores:
Automatic construction of the complete architecture of a radial basis function network using differential evolution. CCE 2017: 1-6 - [c5]Adán José García, Wilfrido Gómez-Flores:
Evolutionary Clustering Using Multi-prototype Representation and Connectivity Criterion. MCPR 2017: 63-73 - [c4]Arturo Rodríguez-Cristerna, Wilfrido Gómez-Flores, Wagner Coelho de Albuquerque Pereira:
BUSAT: A MATLAB Toolbox for Breast Ultrasound Image Analysis. MCPR 2017: 268-277 - 2016
- [j4]Adán José García, Wilfrido Gómez-Flores:
Automatic clustering using nature-inspired metaheuristics: A survey. Appl. Soft Comput. 41: 192-213 (2016) - [j3]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: 37-48 (2016) - 2015
- [j2]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: 109-116 (2015) - [j1]Wilfrido Gómez-Flores, Wagner Coelho de Albuquerque Pereira, Antonio Fernando Catelli Infantosi:
Improving classification performance of breast lesions on ultrasonography. Pattern Recognit. 48(4): 1125-1136 (2015) - 2014
- [c3]Samuel Montero-Hernández, Wilfrido Gómez-Flores:
Evolutionary Approach for Construction of the RBF Network Architecture. MICAI (Special Sessions) 2014: 121-127 - 2011
- [c2]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: 2155-2162 - [c1]M. Nava-Ortiz, Wilfrido Gómez-Flores, A. Díaz-Pérez, Gregorio Toscano Pulido:
Evaluation of Binarization Algorithms for Camera-Based Devices. MCPR 2011: 164-173
Coauthor Index
aka: Humberto Sossa
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