Wilfrido Gómez-Flores

Orcid: 0000-0001-6758-6155

According to our database1, Wilfrido Gómez-Flores authored at least 43 papers between 2011 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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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

Improving the Classification Performance of Dendrite Morphological Neurons.
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

CVIK: A Matlab-based cluster validity index toolbox for automatic data clustering.
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
Detection of AAC compression using MDCT-based features and supervised learning.
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
Smooth dendrite morphological neurons.
Neural Networks, 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

Instance Selection Based on Linkage Trees.
Proceedings of the 18th International Conference on Electrical Engineering, 2021

Semantic Segmentation of Mammograms Using Pre-Trained Deep Neural Networks.
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

Towards Dendrite Spherical Neurons for Pattern Classification.
Proceedings of the Pattern Recognition - 12th Mexican Conference, 2020

Predicting the BI-RADS Lexicon for Mammographie Masses Using Hybrid Neural Models.
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

Many-view clustering: an illustration using multiple dissimilarity measures.
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

BUSAT: A MATLAB Toolbox for Breast Ultrasound Image Analysis.
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

Automatic clustering using nature-inspired metaheuristics: A survey.
Appl. Soft Comput., 2016

2015
Improving classification performance of breast lesions on ultrasonography.
Pattern Recognit., 2015

Construction of Mixed Covering Arrays Using a Combination of Simulated Annealing and Variable Neighborhood Search.
Electron. Notes Discret. Math., 2015

2014
Evolutionary Approach for Construction of the RBF Network Architecture.
Proceedings of the 13th Mexican International Conference on Artificial Intelligence, 2014

2011
Evaluation of Binarization Algorithms for Camera-Based Devices.
Proceedings of the Pattern Recognition - Third Mexican Conference, 2011

On the selection of surrogate models in evolutionary optimization algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011


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