Wellington Pinheiro dos Santos

42 papers B 6C 2Journal 27Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Editorial: Machine learning and applied neuroscience, volume II. Frontiers Neurorobotics Wellington Pinheiro dos Santos, Vincenzo Conti, Orazio Gambino, Ganesh R. Naik
2025	B	`conf`	A Novel Hybrid System for ASD Diagnosis: Integrating EEG Image Analysis, Deep Learning, and Swarm Intelligence. CEC Jordana Leandro Seixas, Flávio Secco Fonseca, Maíra Araújo de Santana, Cecilia Cordeiro da Silva, Clarisse Lins de Lima, Arianne Sarmento Torcate, Giselle Machado Magalhaes Moreno, Juliana Carneiro Gomes, Wellington Pinheiro dos Santos
2025	—	`conf`	DWNNet-Therm: A Deep Wavelet Neural Network Architecture Dedicated to Multiclass Classification in Breast Thermography. BRACIS (3) Heuryk Wylk Éboli, João Freire Abramowicz, Maíra Araújo de Santana, Wellington Pinheiro dos Santos
2024	J	`jnl`	Automatic identification of preferred music genres: an exploratory machine learning approach to support personalized music therapy. Multim. Tools Appl. Ingrid Bruno Nunes, Maíra Araújo de Santana, Nicole Charron, Hyngrid Souza e Silva, Caylane Mayssa de Lima Simões, Camila Lins, Ana Beatriz de Souza Sampaio, Arthur Moreira Nogueira de Melo, Thailson Caetano Valdeci da Silva, Camila Tiodista, Nathália Córdula de Brito, Arianne Sarmento Torcate, Juliana Carneiro Gomes, Giselle Machado Magalhaes Moreno, Cristine Martins Gomes de Gusmão, Wellington Pinheiro dos Santos
2024	—	`conf`	Development of an Electrode Reduction Model to Support ASD Diagnosis Based on EEG and Machine Learning. LA-CCI Flávio Secco Fonseca, Adrielly Sayonara de Oliveira Silva, Maria Euclécia Albuquerque Da Silva, Maria Vitória Soares Muniz, Arthur Moreira Nogueira de Melo, Wesley Gregorio Machado, Camila Narjara Silva de Sá Moura, Arianne Sarmento Torcate, Ana Cristina de Albuquerque Montenegro, Maíra Araújo de Santana, Juliana Carneiro Gomes, Wellington Pinheiro dos Santos
2024	J	`jnl`	Editorial: Internet of Medical Things and computational intelligence in healthcare 4.0. Frontiers Big Data Sujata Dash, Subhendu Kumar Pani, Wellington Pinheiro dos Santos
2024	—	`conf`	Hybrid architectures based on Deep-wavelet networks for emotion recognition as a tool to support personalized therapies. LA-CCI Arianne Sarmento Torcate, Maíra Araújo de Santana, Juliana Carneiro Gomes, Flávio Secco Fonseca, Wellington Pinheiro dos Santos
2023	J	`jnl`	COVID-19's influence on cardiac function: a machine learning perspective on ECG analysis. Medical Biol. Eng. Comput. Juliana Carneiro Gomes, Maíra Araújo de Santana, Aras Ismael Masood, Clarisse Lins de Lima, Wellington Pinheiro dos Santos
2023	J	`jnl`	Deep-Wavelets and convolutional neural networks to support breast cancer diagnosis on thermography images. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 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
2023	J	`jnl`	Editorial: Machine learning and applied neuroscience. Frontiers Neurorobotics Wellington Pinheiro dos Santos, Vincenzo Conti, Orazio Gambino, Ganesh R. Naik
2023	—	`conf`	Emotion Recognition to Support Personalized Therapy: An Approach Based on a Hybrid Architecture of CNN and Random Forest. LA-CCI Arianne Sarmento Torcate, Maíra Araújo de Santana, Wellington Pinheiro dos Santos
2022	J	`jnl`	An Evaluation of the OpenWeatherMap API versus INMET Using Weather Data from Two Brazilian Cities: Recife and Campina Grande. Data 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
2022	—	`conf`	Early prediction of generalized infection in intensive care units from clinical data: a committee-based machine learning approach. LA-CCI Flávio Secco Fonseca, Arianne Sarmento Torcate, Ana Clara Gomes da Silva, Victor Hugo Wanderley Freire, Gilles Paiva de Medeiros de Farias, João Fausto Lorenzato de Oliveira, Flávio Monteiro De Oliveira Júnior, José Carlos da Silva Júnior, Dayane Aparecida Gomes, Wellington Pinheiro dos Santos
2021	J	`jnl`	Features Selection Study for Breast Cancer Diagnosis Using Thermographic Images, Genetic Algorithms, and Particle Swarm Optimization. Int. J. Artif. Intell. Mach. Learn. 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
2019	—	`conf`	A Model for Diagnosis of Alzheimer's Disease Using Haralick Texture Features and Meta Feature Selection. MLDM (1) Iago Richard Rodrigues Silva, Marília Nayara Clemente de Almeida Lima, Wellington Pinheiro dos Santos, Roberta Andrade de Araújo Fagundes
2019	J	`jnl`	Exploratory study of the effect of binaural beat stimulation on the EEG activity pattern in resting state using artificial neural networks. Cogn. Syst. Res. 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
2018	J	`jnl`	A semi-supervised fuzzy GrowCut algorithm to segment and classify regions of interest of mammographic images. CoRR Filipe Rolim Cordeiro, Wellington Pinheiro dos Santos, Abel Guilhermino da Silva Filho
2017	J	`jnl`	An Adaptive Fuzzy-Based System to Simulate, Quantify and Compensate Color Blindness. CoRR Jinmi Lee, Wellington Pinheiro dos Santos
2017	J	`jnl`	Analysis of supervised and semi-supervised GrowCut applied to segmentation of masses in mammography images. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Filipe R. Cordeiro, Wellington Pinheiro dos Santos, Abel G. Silva-Filho
2017	J	`jnl`	Analysis of supervised and semi-supervised GrowCut applied to segmentation of masses in mammography images. CoRR Filipe Rolim Cordeiro, Wellington Pinheiro dos Santos, Abel Guilhermino da Silva Filho
2017	J	`jnl`	Avaliação da doença de Alzheimer pela análise multiespectral de imagens DW-MR por redes RBF como alternativa aos mapas ADC. CoRR Wellington Pinheiro dos Santos, Ricardo Emmanuel de Souza, Ascendino Flávio Dias e Silva, Plínio Batista dos Santos Filho
2017	J	`jnl`	Avaliação do método dialético na quantização de imagens multiespectrais. CoRR Wellington Pinheiro dos Santos, Francisco Marcos de Assis
2017	J	`jnl`	Detection and classification of masses in mammographic images in a multi-kernel approach. CoRR Sidney Marlon Lopes de Lima, Abel Guilhermino da Silva Filho, Wellington Pinheiro dos Santos
2017	J	`jnl`	Dialectical Multispectral Classification of Diffusion-Weighted Magnetic Resonance Images as an Alternative to Apparent Diffusion Coefficients Maps to Perform Anatomical Analysis. CoRR Wellington Pinheiro dos Santos, Francisco Marcos de Assis, Ricardo Emmanuel de Souza, Plínio Batista dos Santos Filho, Fernando Buarque de Lima Neto
2017	J	`jnl`	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 Wellington Pinheiro dos Santos, Ricardo Emmanuel de Souza, Plínio Batista dos Santos Filho
2017	J	`jnl`	Fuzzy-Based Dialectical Non-Supervised Image Classification and Clustering. CoRR Wellington Pinheiro dos Santos, Francisco Marcos de Assis, Ricardo Emmanuel de Souza, Priscilla Batista Mendes, Henrique Specht de Souza Monteiro, Havana Diogo Alves
2017	B	`conf`	Random Walker with Fuzzy Initialization Applied to Segment Masses in Mammography Images. CBMS Filipe Rolim Cordeiro, Kallebe Felipe Pereira Bezerra, Wellington Pinheiro dos Santos
2017	J	`jnl`	Reconstruction of Electrical Impedance Tomography Using Fish School Search, Non-Blind Search, and Genetic Algorithm. CoRR 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
2017	J	`jnl`	Reconstruction of Electrical Impedance Tomography Using Fish School Search, Non-Blind Search, and Genetic Algorithm. Int. J. Swarm Intell. Res. 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
2017	J	`jnl`	Triagem virtual de imagens de imuno-histoquímica usando redes neurais artificiais e espectro de padrões. CoRR Higor Neto Lima, Wellington Pinheiro dos Santos, Mêuser Jorge Silva Valença
2016	J	`jnl`	An adaptive semi-supervised Fuzzy GrowCut algorithm to segment masses of regions of interest of mammographic images. Appl. Soft Comput. Filipe R. Cordeiro, Wellington Pinheiro dos Santos, Abel G. Silva-Filho
2016	J	`jnl`	Detection and classification of masses in mammographic images in a multi-kernel approach. Comput. Methods Programs Biomed. Sidney M. L. de Lima, Abel Guilhermino da Silva Filho, Wellington Pinheiro dos Santos
2014	B	`conf`	A methodology for classification of lesions in mammographies using Zernike Moments, ELM and SVM Neural Networks in a multi-kernel approach. SMC Sidney M. L. de Lima, Abel G. Silva-Filho, Wellington Pinheiro dos Santos
2014	B	`conf`	Reconstruction of electrical impedance tomography images using chaotic ring-topology particle swarm optimization and non-blind search. SMC Allan R. S. Feitosa, Reiga R. Ribeiro, Valter A. F. Barbosa, Ricardo Emmanuel de Souza, Wellington Pinheiro dos Santos
2014	B	`conf`	Reconstruction of electrical impedance tomography images using chaotic self-adaptive ring-topology differential evolution and genetic algorithms. SMC Reiga R. Ribeiro, Allan R. S. Feitosa, Ricardo Emmanuel de Souza, Wellington Pinheiro dos Santos
2014	—	`conf`	Reconstruction of electrical impedance tomography images using genetic algorithms and non-blind search. ISBI Reiga R. Ribeiro, Allan R. S. Feitosa, Ricardo Emmanuel de Souza, Wellington Pinheiro dos Santos
2012	C	`conf`	Mean Multiclass Type I and II Errors for Training Multilayer Perceptron with Particle Swarm in Image Segmentation. IDEAL Michel M. dos Santos, Mêuser J. S. Valença, Wellington Pinheiro dos Santos
2012	C	`conf`	Segmentation of Mammography by Applying Extreme Learning Machine in Tumor Detection. IDEAL Filipe R. Cordeiro, Sidney M. L. Lima, Abel Guilhermino Silva-Filho, Wellington Pinheiro dos Santos
2011	J	`jnl`	An adaptive fuzzy-based system to simulate, quantify and compensate color blindness. Integr. Comput. Aided Eng. Jinmi Lee, Wellington Pinheiro dos Santos
2009	J	`jnl`	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. Wellington Pinheiro dos Santos, Francisco Marcos de Assis, Ricardo Emmanuel de Souza, Plínio B. Santos Filho, Fernando Buarque de Lima Neto
2009	B	`conf`	Dialectical non-supervised image classification. IEEE Congress on Evolutionary Computation Wellington Pinheiro dos Santos, Francisco Marcos de Assis, Ricardo Emmanuel de Souza, Priscilla Batista Mendes, Henrique Specht de Souza Monteiro, Havana D. Alves
2008	J	`jnl`	Evaluation of Alzheimer's disease by analysis of MR images using multilayer perceptrons and committee machines. Comput. Medical Imaging Graph. Wellington Pinheiro dos Santos, Ricardo Emmanuel de Souza, Ascendino F. D. e Silva, Plínio B. Santos Filho