Wilfrido Gómez-Flores

45 papers A 1B 1Journal 25Unranked 18

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A 3-D ranklet-based texture analysis approach to classify breast tumors in DCE-MRI volumes. Biomed. Signal Process. Control. Wilfrido Gómez-Flores, Elisa Scalco, Fernando Arce
2025	J	`jnl`	Microwave Ablation Antenna Positioning for Breast Cancer Therapy: Toward Personalized Treatment Planning by Using Tumor Morphology and Evolutionary Optimization. IEEE Access Daniel Gerardo Serrano-Díaz, Wilfrido Gómez-Flores, Rocío Ortega-Palacios, Arturo Vera, Lorenzo Leija
2023	J	`jnl`	CVIK: A Matlab-based cluster validity index toolbox for automatic data clustering. SoftwareX Adán José García, Wilfrido Gómez-Flores
2023	—	`conf`	Classification of breast ultrasound images in BI-RADS categories using binary decomposition strategies with convolutional neural networks. CCE Juan Abdiel Sáenz-Sánchez, Wilfrido Gómez-Flores
2023	J	`jnl`	Gray-to-color image conversion in the classification of breast lesions on ultrasound using pre-trained deep neural networks. Medical Biol. Eng. Comput. Wilfrido Gómez-Flores, Wagner Coelho de Albuquerque Pereira
2023	J	`jnl`	Improving the Classification Performance of Dendrite Morphological Neurons. IEEE Trans. Neural Networks Learn. Syst. Wilfrido Gómez-Flores, Humberto Sossa
2023	J	`jnl`	Learning an artificial neural network to discover bit-quad-based formulas to compute basic object properties. Pattern Recognit. Fernando Arce, Wilfrido Gómez-Flores, Uriel Escalona, Humberto Sossa
2023	J	`jnl`	Learning smooth dendrite morphological neurons by stochastic gradient descent for pattern classification. Neural Networks Wilfrido Gómez-Flores, Humberto Sossa
2023	J	`jnl`	Learning smooth dendrite morphological neurons for pattern classification using linkage trees and evolutionary-based hyperparameter tuning. Pattern Recognit. Lett. Samuel Omar Tovias-Alanis, Humberto Sossa, Wilfrido Gómez-Flores
2023	—	`conf`	Towards Breast Cancer Treatment Planning by Microwave Ablation Via Tumor Characterization Using Medoid-based Eigenvectors. CCE Daniel Gerardo Serrano-Díaz, Wilfrido Gómez-Flores, Arturo Vera, Lorenzo Leija
2022	J	`jnl`	A Huanglongbing Detection Method for Orange Trees Based on Deep Neural Networks and Transfer Learning. IEEE Access Wilfrido Gómez-Flores, Juan José Garza-Saldaña, Sóstenes Edmundo Varela-Fuentes
2022	—	`conf`	Automatic Feature Construction Based on Genetic Programming for Survival Prediction in Lung Cancer Using CT Images. EMBC Elisa Scalco, Giovanna Rizzo, Wilfrido Gómez-Flores
2022	—	`conf`	Consideration for segmentation based on radiometric data processing, towards the research of quantitative medical thermography. CCE Rafael Bayareh Mancilla, Wilfrido Gómez-Flores, Christian Daul, Josefina Gutiérrez-Martínez, Lorenzo Leija Salas, Didier Wolf, Arturo Vera Hernández
2022	J	`jnl`	Detection of AAC compression using MDCT-based features and supervised learning. J. Exp. Theor. Artif. Intell. José Juan García-Hernández, Wilfrido Gómez-Flores
2022	J	`jnl`	Evolutionary Instance Selection Based on Preservation of the Data Probability Density Function. Computación y Sistemas Samuel Omar Tovias-Alanis, Wilfrido Gómez-Flores, Gregorio Toscano Pulido
2022	—	`conf`	Learning Dendrite Morphological Neurons Using Linkage Trees for Pattern Classification. MCPR Samuel Omar Tovias-Alanis, Wilfrido Gómez-Flores, Gregorio Toscano Pulido, Juan Humberto Sossa Azuela
2022	J	`jnl`	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 Fernando Arce Vega, Juan Humberto Sossa Azuela, Wilfrido Gómez-Flores, Laura Georgina Lira Vargas
2022	J	`jnl`	Machine Learning-based Formulas for Computing the Euler Characteristic of Binary Images. Int. J. Comb. Optim. Probl. Informatics Fernando Arce Vega, Wilfrido Gómez-Flores, Humberto Sossa, Uriel Escalona
2021	A	`conf`	A survey of cluster validity indices for automatic data clustering using differential evolution. GECCO Adán José García, Wilfrido Gómez-Flores
2021	J	`jnl`	An evolutionary many-objective approach to multiview clustering using feature and relational data. Appl. Soft Comput. Adán José García, Julia Handl, Wilfrido Gómez-Flores, Mario Garza-Fabre
2021	—	`conf`	Finding the Optimal Bit-Quad Patterns for Computing the Euler Number of 2D Binary Images Using Simulated Annealing. MCPR Wilfrido Gómez-Flores, Humberto Sossa, Fernando Arce
2021	—	`conf`	Instance Selection Based on Linkage Trees. CCE Samuel Omar Tovias-Alanis, Wilfrido Gómez-Flores, Gregorio Toscano Pulido
2021	—	`conf`	Semantic Segmentation of Mammograms Using Pre-Trained Deep Neural Networks. CCE Rodrigo Leite Prates, Wilfrido Gómez-Flores, Wagner Coelho A. Pereira
2021	J	`jnl`	Smooth dendrite morphological neurons. Neural Networks Wilfrido Gómez-Flores, Humberto Sossa
2020	J	`jnl`	A comparative study of pre-trained convolutional neural networks for semantic segmentation of breast tumors in ultrasound. Comput. Biol. Medicine Wilfrido Gómez-Flores, Wagner Coelho de Albuquerque Pereira
2020	J	`jnl`	Assessment of the invariance and discriminant power of morphological features under geometric transformations for breast tumor classification. Comput. Methods Programs Biomed. Wilfrido Gómez-Flores, Juanita Hernández-López
2020	J	`jnl`	Automatic adjustment of the pulse-coupled neural network hyperparameters based on differential evolution and cluster validity index for image segmentation. Appl. Soft Comput. Wilfrido Gómez-Flores, Juanita Hernández-López
2020	—	`conf`	Predicting the BI-RADS Lexicon for Mammographie Masses Using Hybrid Neural Models. CCE Juanita Hernández-López, Wilfrido Gómez-Flores
2020	—	`conf`	Towards Dendrite Spherical Neurons for Pattern Classification. MCPR Wilfrido Gómez-Flores, Juan Humberto Sossa Azuela
2019	—	`conf`	A Performance Evaluation of Machine Learning Techniques for Breast Ultrasound Classification. CCE Francisco A. González-Luna, Juanita Hernández-López, Wilfrido Gómez-Flores
2019	J	`jnl`	Detection of Huanglongbing disease based on intensity-invariant texture analysis of images in the visible spectrum. Comput. Electron. Agric. Wilfrido Gómez-Flores, Juan José Garza-Saldaña, Sóstenes Edmundo Varela-Fuentes
2019	—	`conf`	Many-view clustering: an illustration using multiple dissimilarity measures. GECCO (Companion) Adán José García, Julia Handl, Wilfrido Gómez-Flores, Mario Garza-Fabre
2018	J	`jnl`	A computer-aided diagnosis system for breast ultrasound based on weighted BI-RADS classes. Comput. Methods Programs Biomed. Arturo Rodríguez-Cristerna, Wilfrido Gómez-Flores, Wagner Coelho de Albuquerque Pereira
2017	J	`jnl`	A contrast enhancement method for improving the segmentation of breast lesions on ultrasonography. Comput. Biol. Medicine Wilfrido Gómez-Flores, Wagner Coelho de Albuquerque Pereira
2017	—	`conf`	Automatic construction of the complete architecture of a radial basis function network using differential evolution. CCE Samuel Omar Tovias-Alanis, Wilfrido Gómez-Flores
2017	—	`conf`	BUSAT: A MATLAB Toolbox for Breast Ultrasound Image Analysis. MCPR Arturo Rodríguez-Cristerna, Wilfrido Gómez-Flores, Wagner Coelho de Albuquerque Pereira
2017	—	`conf`	Evolutionary Clustering Using Multi-prototype Representation and Connectivity Criterion. MCPR Adán José García, Wilfrido Gómez-Flores
2017	—	`conf`	Study of the impact of image preprocessing approaches on the segmentation and classification of breast lesions on ultrasound. CCE Arturo Rodríguez-Cristerna, C. P. Guerrero-Cedillo, G. A. Donati-Olvera, Wilfrido Gómez-Flores, W. C. A. Pereira
2016	J	`jnl`	Analysis of the impact of digital watermarking on computer-aided diagnosis in medical imaging. Comput. Biol. Medicine Jose Juan Garcia-Hernandez, Wilfrido Gómez-Flores, Javier Rubio-Loyola
2016	J	`jnl`	Automatic clustering using nature-inspired metaheuristics: A survey. Appl. Soft Comput. Adán José García, Wilfrido Gómez-Flores
2015	J	`jnl`	Construction of Mixed Covering Arrays Using a Combination of Simulated Annealing and Variable Neighborhood Search. Electron. Notes Discret. Math. Arturo Rodríguez-Cristerna, José Torres-Jiménez, Wilfrido Gómez-Flores, Wagner Coelho A. Pereira
2015	J	`jnl`	Improving classification performance of breast lesions on ultrasonography. Pattern Recognit. Wilfrido Gómez-Flores, Wagner Coelho de Albuquerque Pereira, Antonio Fernando Catelli Infantosi
2014	—	`conf`	Evolutionary Approach for Construction of the RBF Network Architecture. MICAI (Special Sessions) Samuel Montero-Hernández, Wilfrido Gómez-Flores
2011	—	`conf`	Evaluation of Binarization Algorithms for Camera-Based Devices. MCPR M. Nava-Ortiz, Wilfrido Gómez-Flores, A. Díaz-Pérez, Gregorio Toscano Pulido
2011	B	`conf`	On the selection of surrogate models in evolutionary optimization algorithms. IEEE Congress on Evolutionary Computation Alan Díaz-Manríquez, Gregorio Toscano Pulido, Wilfrido Gómez-Flores