Wellington Pinheiro dos Santos

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 25

Top Topics

Genetic Algorithm

Multilayer Perceptron

Top Venues

Comput. methods Biomech. Biomed. Eng. Imaging Vis.

Int. J. Artif. Intell. Mach. Learn.

Publications

Sujata Dash, Subhendu Kumar Pani, Wellington Pinheiro dos Santos
Editorial: Internet of Medical Things and computational intelligence in healthcare 4.0. Frontiers Big Data 7 (2024)
Arianne Sarmento Torcate, Maíra Araújo de Santana, Wellington Pinheiro dos Santos
Emotion Recognition to Support Personalized Therapy: An Approach Based on a Hybrid Architecture of CNN and Random Forest. LA-CCI (2023)
Juliana Carneiro Gomes, Maíra Araújo de Santana, Aras Ismael Masood, Clarisse Lins de Lima, Wellington Pinheiro dos Santos
COVID-19's influence on cardiac function: a machine learning perspective on ECG analysis. Medical Biol. Eng. Comput. 61 (5) (2023)
Wellington Pinheiro dos Santos, Vincenzo Conti, Orazio Gambino, Ganesh R. Naik
Editorial: Machine learning and applied neuroscience. Frontiers Neurorobotics 17 (2023)
Valter Augusto de Freitas Barbosa, Anderson Félix da Silva, Maíra Araújo de Santana, Rian Rabelo de Azevedo, Rita de Cássia Fernandes de Lima, Wellington Pinheiro dos Santos
Deep-Wavelets and convolutional neural networks to support breast cancer diagnosis on thermography images. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11 (3) (2023)
Anwar Musah, Livia Màrcia Mosso Dutra, Aisha Aldosery, Ella Browning, Tercio Ambrizzi, Iuri Valerio Graciano Borges, Merve Tunali, Selma Basibüyük, Orhan Yenigün, Giselle Machado Magalhaes Moreno, Ana Clara Gomes da Silva, Wellington Pinheiro dos Santos, Clarisse Lins de Lima, Tiago Massoni, Kate Elizabeth Jones, Luiza Cintra Campos, Patty Kostkova
An Evaluation of the OpenWeatherMap API versus INMET Using Weather Data from Two Brazilian Cities: Recife and Campina Grande. Data 7 (8) (2022)
Amanda Lays Rodrigues da Silva, Maíra Araújo de Santana, Clarisse Lins de Lima, José Filipe Silva de Andrade, Thifany Ketuli Silva de Souza, Maria Beatriz Jacinto de Almeida, Washington Wagner Azevedo da Silva, Rita de Cássia Fernandes de Lima, Wellington Pinheiro dos Santos
Features Selection Study for Breast Cancer Diagnosis Using Thermographic Images, Genetic Algorithms, and Particle Swarm Optimization. Int. J. Artif. Intell. Mach. Learn. 11 (2) (2021)
Maurício da Silva Junior, Rafaela Covello de Freitas, Wellington Pinheiro dos Santos, Washington Wagner Azevedo da Silva, Marcelo Cairrão Araújo Rodrigues, Erick Francisco Quintas Conde
Exploratory study of the effect of binaural beat stimulation on the EEG activity pattern in resting state using artificial neural networks. Cogn. Syst. Res. 54 (2019)
Iago Richard Rodrigues Silva, Marília Nayara Clemente de Almeida Lima, Wellington Pinheiro dos Santos, Roberta Andrade de Araújo Fagundes
A Model for Diagnosis of Alzheimer's Disease Using Haralick Texture Features and Meta Feature Selection. MLDM (1) (2019)
Filipe Rolim Cordeiro, Wellington Pinheiro dos Santos, Abel Guilhermino da Silva Filho
A semi-supervised fuzzy GrowCut algorithm to segment and classify regions of interest of mammographic images. CoRR (2018)
Wellington Pinheiro dos Santos, Francisco Marcos de Assis, Ricardo Emmanuel de Souza, Priscilla Batista Mendes, Henrique Specht de Souza Monteiro, Havana Diogo Alves
Fuzzy-Based Dialectical Non-Supervised Image Classification and Clustering. CoRR (2017)
Filipe R. Cordeiro, Wellington Pinheiro dos Santos, Abel G. Silva-Filho
Analysis of supervised and semi-supervised GrowCut applied to segmentation of masses in mammography images. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 5 (4) (2017)
Wellington Pinheiro dos Santos, Ricardo Emmanuel de Souza, Ascendino Flávio Dias e Silva, Plínio Batista dos Santos Filho
Avaliação da doença de Alzheimer pela análise multiespectral de imagens DW-MR por redes RBF como alternativa aos mapas ADC. CoRR (2017)
Valter Augusto de Freitas Barbosa, Reiga R. Ribeiro, Allan R. S. Feitosa, Victor Luiz Bezerra Araújo da Silva, Arthur D. D. Rocha, Rafaela Covello de Freitas, Ricardo Emmanuel de Souza, Wellington Pinheiro dos Santos
Reconstruction of Electrical Impedance Tomography Using Fish School Search, Non-Blind Search, and Genetic Algorithm. Int. J. Swarm Intell. Res. 8 (2) (2017)
Filipe Rolim Cordeiro, Kallebe Felipe Pereira Bezerra, Wellington Pinheiro dos Santos
Random Walker with Fuzzy Initialization Applied to Segment Masses in Mammography Images. CBMS (2017)
Sidney Marlon Lopes de Lima, Abel Guilhermino da Silva Filho, Wellington Pinheiro dos Santos
Detection and classification of masses in mammographic images in a multi-kernel approach. CoRR (2017)
Valter Augusto de Freitas Barbosa, Reiga Ramalho Ribeiro, Allan Rivalles Souza Feitosa, Victor Luiz Bezerra Araújo da Silva, Arthur Diego Dias Rocha, Rafaela Covello de Freitas, Ricardo Emmanuel de Souza, Wellington Pinheiro dos Santos
Reconstruction of Electrical Impedance Tomography Using Fish School Search, Non-Blind Search, and Genetic Algorithm. CoRR (2017)
Filipe Rolim Cordeiro, Wellington Pinheiro dos Santos, Abel Guilhermino da Silva Filho
Analysis of supervised and semi-supervised GrowCut applied to segmentation of masses in mammography images. CoRR (2017)
Wellington Pinheiro dos Santos, Francisco Marcos de Assis, Ricardo Emmanuel de Souza, Plínio Batista dos Santos Filho, Fernando Buarque de Lima Neto
Dialectical Multispectral Classification of Diffusion-Weighted Magnetic Resonance Images as an Alternative to Apparent Diffusion Coefficients Maps to Perform Anatomical Analysis. CoRR (2017)
Wellington Pinheiro dos Santos, Ricardo Emmanuel de Souza, Plínio Batista dos Santos Filho
Evaluation of Alzheimer's Disease by Analysis of MR Images using Multilayer Perceptrons and Kohonen SOM Classifiers as an Alternative to the ADC Maps. CoRR (2017)
Wellington Pinheiro dos Santos, Francisco Marcos de Assis
Avaliação do método dialético na quantização de imagens multiespectrais. CoRR (2017)
Higor Neto Lima, Wellington Pinheiro dos Santos, Mêuser Jorge Silva Valença
Triagem virtual de imagens de imuno-histoquímica usando redes neurais artificiais e espectro de padrões. CoRR (2017)
Jinmi Lee, Wellington Pinheiro dos Santos
An Adaptive Fuzzy-Based System to Simulate, Quantify and Compensate Color Blindness. CoRR (2017)
Sidney M. L. de Lima, Abel Guilhermino da Silva Filho, Wellington Pinheiro dos Santos
Detection and classification of masses in mammographic images in a multi-kernel approach. Comput. Methods Programs Biomed. 134 (2016)
Filipe R. Cordeiro, Wellington Pinheiro dos Santos, Abel G. Silva-Filho
An adaptive semi-supervised Fuzzy GrowCut algorithm to segment masses of regions of interest of mammographic images. Appl. Soft Comput. 46 (2016)
Reiga R. Ribeiro, Allan R. S. Feitosa, Ricardo Emmanuel de Souza, Wellington Pinheiro dos Santos
Reconstruction of electrical impedance tomography images using chaotic self-adaptive ring-topology differential evolution and genetic algorithms. SMC (2014)
Sidney M. L. de Lima, Abel G. Silva-Filho, Wellington Pinheiro dos Santos
A methodology for classification of lesions in mammographies using Zernike Moments, ELM and SVM Neural Networks in a multi-kernel approach. SMC (2014)
Allan R. S. Feitosa, Reiga R. Ribeiro, Valter A. F. Barbosa, Ricardo Emmanuel de Souza, Wellington Pinheiro dos Santos
Reconstruction of electrical impedance tomography images using chaotic ring-topology particle swarm optimization and non-blind search. SMC (2014)
Reiga R. Ribeiro, Allan R. S. Feitosa, Ricardo Emmanuel de Souza, Wellington Pinheiro dos Santos
Reconstruction of electrical impedance tomography images using genetic algorithms and non-blind search. ISBI (2014)
Michel M. dos Santos, Mêuser J. S. Valença, Wellington Pinheiro dos Santos
Mean Multiclass Type I and II Errors for Training Multilayer Perceptron with Particle Swarm in Image Segmentation. IDEAL (2012)
Filipe R. Cordeiro, Sidney M. L. Lima, Abel Guilhermino Silva-Filho, Wellington Pinheiro dos Santos
Segmentation of Mammography by Applying Extreme Learning Machine in Tumor Detection. IDEAL (2012)
Jinmi Lee, Wellington Pinheiro dos Santos
An adaptive fuzzy-based system to simulate, quantify and compensate color blindness. Integr. Comput. Aided Eng. 18 (1) (2011)
Wellington Pinheiro dos Santos, Francisco Marcos de Assis, Ricardo Emmanuel de Souza, Priscilla Batista Mendes, Henrique Specht de Souza Monteiro, Havana D. Alves
Dialectical non-supervised image classification. IEEE Congress on Evolutionary Computation (2009)
Wellington Pinheiro dos Santos, Francisco Marcos de Assis, Ricardo Emmanuel de Souza, Plínio B. Santos Filho, Fernando Buarque de Lima Neto
Dialectical multispectral classification of diffusion-weighted magnetic resonance images as an alternative to apparent diffusion coefficients maps to perform anatomical analysis. Comput. Medical Imaging Graph. 33 (6) (2009)
Wellington Pinheiro dos Santos, Ricardo Emmanuel de Souza, Ascendino F. D. e Silva, Plínio B. Santos Filho
Evaluation of Alzheimer's disease by analysis of MR images using multilayer perceptrons and committee machines. Comput. Medical Imaging Graph. 32 (1) (2008)