Wilfrido Gómez-Flores
Orcid: 0000-0001-6758-6155
According to our database1,
Wilfrido Gómez-Flores
authored at least 43 papers
between 2011 and 2023.
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Bibliography
2023
Gray-to-color image conversion in the classification of breast lesions on ultrasound using pre-trained deep neural networks.
Medical Biol. Eng. Comput., December, 2023
Learning smooth dendrite morphological neurons by stochastic gradient descent for pattern classification.
Neural Networks, November, 2023
Learning an artificial neural network to discover bit-quad-based formulas to compute basic object properties.
Pattern Recognit., October, 2023
IEEE Trans. Neural Networks Learn. Syst., August, 2023
Learning smooth dendrite morphological neurons for pattern classification using linkage trees and evolutionary-based hyperparameter tuning.
Pattern Recognit. Lett., August, 2023
SoftwareX, May, 2023
Towards Breast Cancer Treatment Planning by Microwave Ablation Via Tumor Characterization Using Medoid-based Eigenvectors.
Proceedings of the 20th International Conference on Electrical Engineering, 2023
Classification of breast ultrasound images in BI-RADS categories using binary decomposition strategies with convolutional neural networks.
Proceedings of the 20th International Conference on Electrical Engineering, 2023
2022
J. Exp. Theor. Artif. Intell., 2022
Machine Learning-based Formulas for Computing the Euler Characteristic of Binary Images.
Int. J. Comb. Optim. Probl. Informatics, 2022
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, 2022
Evolutionary Instance Selection Based on Preservation of the Data Probability Density Function.
Computación y Sistemas, 2022
A Huanglongbing Detection Method for Orange Trees Based on Deep Neural Networks and Transfer Learning.
IEEE Access, 2022
Learning Dendrite Morphological Neurons Using Linkage Trees for Pattern Classification.
Proceedings of the Pattern Recognition - 14th Mexican Conference, 2022
Consideration for segmentation based on radiometric data processing, towards the research of quantitative medical thermography.
Proceedings of the 19th International Conference on Electrical Engineering, 2022
Automatic Feature Construction Based on Genetic Programming for Survival Prediction in Lung Cancer Using CT Images.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
An evolutionary many-objective approach to multiview clustering using feature and relational data.
Appl. Soft Comput., 2021
Finding the Optimal Bit-Quad Patterns for Computing the Euler Number of 2D Binary Images Using Simulated Annealing.
Proceedings of the Pattern Recognition - 13th Mexican Conference, 2021
Proceedings of the 18th International Conference on Electrical Engineering, 2021
Proceedings of the 18th International Conference on Electrical Engineering, 2021
A survey of cluster validity indices for automatic data clustering using differential evolution.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
2020
Assessment of the invariance and discriminant power of morphological features under geometric transformations for breast tumor classification.
Comput. Methods Programs Biomed., 2020
A comparative study of pre-trained convolutional neural networks for semantic segmentation of breast tumors in ultrasound.
Comput. Biol. Medicine, 2020
Automatic adjustment of the pulse-coupled neural network hyperparameters based on differential evolution and cluster validity index for image segmentation.
Appl. Soft Comput., 2020
Proceedings of the Pattern Recognition - 12th Mexican Conference, 2020
Proceedings of the 17th International Conference on Electrical Engineering, 2020
2019
Detection of Huanglongbing disease based on intensity-invariant texture analysis of images in the visible spectrum.
Comput. Electron. Agric., 2019
A Performance Evaluation of Machine Learning Techniques for Breast Ultrasound Classification.
Proceedings of the 16th International Conference on Electrical Engineering, 2019
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
2018
A computer-aided diagnosis system for breast ultrasound based on weighted BI-RADS classes.
Comput. Methods Programs Biomed., 2018
2017
A contrast enhancement method for improving the segmentation of breast lesions on ultrasonography.
Comput. Biol. Medicine, 2017
Proceedings of the Pattern Recognition - 9th Mexican Conference, 2017
Evolutionary Clustering Using Multi-prototype Representation and Connectivity Criterion.
Proceedings of the Pattern Recognition - 9th Mexican Conference, 2017
Automatic construction of the complete architecture of a radial basis function network using differential evolution.
Proceedings of the 14th International Conference on Electrical Engineering, 2017
Study of the impact of image preprocessing approaches on the segmentation and classification of breast lesions on ultrasound.
Proceedings of the 14th International Conference on Electrical Engineering, 2017
2016
Analysis of the impact of digital watermarking on computer-aided diagnosis in medical imaging.
Comput. Biol. Medicine, 2016
Appl. Soft Comput., 2016
2015
Pattern Recognit., 2015
Construction of Mixed Covering Arrays Using a Combination of Simulated Annealing and Variable Neighborhood Search.
Electron. Notes Discret. Math., 2015
2014
Proceedings of the 13th Mexican International Conference on Artificial Intelligence, 2014
2011
Proceedings of the Pattern Recognition - Third Mexican Conference, 2011
Proceedings of the IEEE Congress on Evolutionary Computation, 2011