Based on Color Quantization by Genetic Algorithms. - Carmelo J. A. Bastos Filho; Carlos A. B. Mello; Júlio Dantas Andrade; Davi M. A. Falcão; Marília P. Lima; Wellington P. dos Santos; Adriano L. I. Oliveira (ICTAI (1), 2007)

A Monospectral Approach for fMRI Analysis using Kohonen Self-Organized Networks. - Wellington P. dos Santos; Ascendino F. D. e Silva; Ricardo Emmanuel de Souza; Ana Cristina T. Albuquerque; Maria Lucia B. Simas (ISDA, 2007)

Evaluation of Alzheimer's Disease by Analysis of MR Images Using Multilayer Perceptrons, Polynomial Nets and Kohonen LVQ Classifiers. - Wellington P. dos Santos; Ricardo Emmanuel de Souza; Ascendino F. D. e Silva; Plínio B. Santos Filho (MIRAGE, 2007)

A dialectical approach for classification of DW-MR Alzheimer's images. - Wellington P. dos Santos; Ricardo Emmanuel de Souza; Plínio B. Santos Filho; Fernando Buarque de Lima Neto; Francisco M. de Assis (IEEE Congress on Evolutionary Computation, 2008)

Evaluation of Alzheimer's disease by analysis of MR images using multilayer perceptrons and committee machines. - Wellington Pinheiro dos Santos; Ricardo Emmanuel de Souza; Ascendino F. D. e Silva; Plínio B. Santos Filho (Comput. Medical Imaging Graph., 2008)

Dialectical non-supervised image classification. - Wellington Pinheiro dos Santos; Francisco Marcos de Assis; Ricardo Emmanuel de Souza; Priscilla Batista Mendes; Henrique Specht de Souza Monteiro; Havana D. Alves (IEEE Congress on Evolutionary Computation, 2009)

Optimization based on dialectics. - Wellington P. dos Santos; Francisco M. de Assis (IJCNN, 2009)

Dialectical multispectral classification of diffusion-weighted magnetic resonance images as an alternative to apparent diffusion coefficients maps to perform anatomical analysis. - Wellington Pinheiro dos Santos; Francisco Marcos de Assis; Ricardo Emmanuel de Souza; Plínio B. Santos Filho; Fernando Buarque de Lima Neto (Comput. Medical Imaging Graph., 2009)

Fuzzy-based dialectical non-supervised image classification and clustering. - Wellington P. dos Santos; Francisco M. de Assis; Ricardo Emmanuel de Souza; Priscilla Batista Mendes; Henrique Specht de Souza Monteiro; Havana D. Alves (Int. J. Hybrid Intell. Syst., 2010)

An adaptive fuzzy-based system to simulate, quantify and compensate color blindness. - Jinmi Lee; Wellington Pinheiro dos Santos (Integr. Comput. Aided Eng., 2011)

Segmentation of Mammography by Applying Extreme Learning Machine in Tumor Detection. - Filipe R. Cordeiro; Sidney M. L. Lima; Abel Guilhermino Silva-Filho; Wellington Pinheiro dos Santos (IDEAL, 2012)

Mean Multiclass Type I and II Errors for Training Multilayer Perceptron with Particle Swarm in Image Segmentation. - Michel M. dos Santos; Mêuser J. S. Valença; Wellington Pinheiro dos Santos (IDEAL, 2012)

Segmentation of Mammography by Applying GrowCut for Mass Detection. - Filipe R. Cordeiro; Wellington P. dos Santos; Abel G. Silva-Filho (MedInfo, 2013)

Reconstruction of electrical impedance tomography images using genetic algorithms and non-blind search. - Reiga R. Ribeiro; Allan R. S. Feitosa; Ricardo Emmanuel de Souza; Wellington Pinheiro dos Santos (ISBI, 2014)

Ilera-Aiye: A virtual world for the development of serious games for health education and promotion in the Northeastern Brazilian countryside. - Cecilia Cordeiro da Silva; Barbara Gabrielle M. de Alcantara; Julio Cesar S. Olimpio; Cristine Martins Gomes de Gusmão; Abel G. da Silva Filho; Wellington P. dos Santos (SeGAH, 2014)

Plantasmed: a mobile application to promote the rational use of medicinal plants in Brazil's countryside based on participatory HCI design and popular education for health. - Susane B. de Souza; Marina Maria A. S. da Silva; Ruth P. Rodrigues; Maria Eduarda B. Malta; Cristine Martins Gomes de Gusmão; Wellington P. dos Santos (SeGAH, 2014)

Reconstruction of electrical impedance tomography images using chaotic ring-topology particle swarm optimization and non-blind search. - Allan R. S. Feitosa; Reiga R. Ribeiro; Valter A. F. Barbosa; Ricardo Emmanuel de Souza; Wellington Pinheiro dos Santos (SMC, 2014)

A methodology for classification of lesions in mammographies using Zernike Moments, ELM and SVM Neural Networks in a multi-kernel approach. - Sidney M. L. de Lima; Abel G. Silva-Filho; Wellington Pinheiro dos Santos (SMC, 2014)

Reconstruction of electrical impedance tomography images using chaotic self-adaptive ring-topology differential evolution and genetic algorithms. - Reiga R. Ribeiro; Allan R. S. Feitosa; Ricardo Emmanuel de Souza; Wellington Pinheiro dos Santos (SMC, 2014)

Developing 3D human-computer interfaces and serious games for health education in the Brazilian countryside using participatory design and popular education. - Cecilia Cordeiro da Silva; Abel G. da Silva Filho; Jailma S. Monteiro; Wellington P. dos Santos (SMC, 2014)

A methodology to design low cost mobile applications for health for rural communities using participatory design and popular education. - Cecilia Cordeiro da Silva; Susane B. de Souza; Marina Maria A. S. da Silva; Claudia S. A. Lima; Ricardo Yara; Abel G. da Silva Filho; Wellington P. dos Santos (SMC, 2014)

Fuzzy Morphological Extreme Learning Machines to detect and classify masses in mammograms. - Washington W. Azevedo; Sidney M. L. Lima; Isabella M. M. Fernandes; Arthur D. D. Rocha; Filipe R. Cordeiro; Abel G. da Silva Filho; Wellington P. dos Santos (FUZZ-IEEE, 2015)

Morphological extreme learning machines applied to detect and classify masses in mammograms. - Washington W. Azevedo; Sidney M. L. Lima; Isabella M. M. Fernandes; Arthur D. D. Rocha; Filipe R. Cordeiro; Abel G. da Silva Filho; Wellington P. dos Santos (IJCNN, 2015)

Evaluation-Oriented Training via Surrogate Metrics for Multiple Sclerosis Segmentation. - Michel M. dos Santos; Paula R. B. Diniz; Abel G. Silva-Filho; Wellington P. dos Santos (MICCAI (2), 2016)

An adaptive semi-supervised Fuzzy GrowCut algorithm to segment masses of regions of interest of mammographic images. - Filipe R. Cordeiro; Wellington Pinheiro dos Santos; Abel G. Silva-Filho (Appl. Soft Comput., 2016)

Detection and classification of masses in mammographic images in a multi-kernel approach. - Sidney M. L. de Lima; Abel Guilhermino da Silva Filho; Wellington Pinheiro dos Santos (Comput. Methods Programs Biomed., 2016)

A semi-supervised fuzzy GrowCut algorithm to segment and classify regions of interest of mammographic images. - Filipe R. Cordeiro; Wellington P. dos Santos; Abel G. Silva-Filho (Expert Syst. Appl., 2016)

SmartHome Energy Saving Using a Multi-objective Approach Based on Appliances Usage Profiles. - Henrique F. Lacerda; Allan R. S. Feitosa; Abel G. Silva-Filho; Wellington P. dos Santos; Filipe R. Cordeiro (Canadian AI, 2017)

Random Walker with Fuzzy Initialization Applied to Segment Masses in Mammography Images. - Filipe Rolim Cordeiro; Kallebe Felipe Pereira Bezerra; Wellington Pinheiro dos Santos (CBMS, 2017)

Analysis of supervised and semi-supervised GrowCut applied to segmentation of masses in mammography images. - Filipe R. Cordeiro; Wellington Pinheiro dos Santos; Abel G. Silva-Filho (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2017)

Evaluation of Alzheimer's Disease by Analysis of MR Images using Multilayer Perceptrons and Kohonen SOM Classifiers as an Alternative to the ADC Maps. - Wellington Pinheiro dos Santos; Ricardo Emmanuel de Souza; Plínio Batista dos Santos Filho (CoRR, 2017)

Triagem virtual de imagens de imuno-histoquímica usando redes neurais artificiais e espectro de padrões. - Higor Neto Lima; Wellington Pinheiro dos Santos; Mêuser Jorge Silva Valença (CoRR, 2017)

Avaliação do método dialético na quantização de imagens multiespectrais. - Wellington Pinheiro dos Santos; Francisco Marcos de Assis (CoRR, 2017)

Avaliação da doença de Alzheimer pela análise multiespectral de imagens DW-MR por redes RBF como alternativa aos mapas ADC. - Wellington Pinheiro dos Santos; Ricardo Emmanuel de Souza; Ascendino Flávio Dias e Silva; Plínio Batista dos Santos Filho (CoRR, 2017)

Reconstruction of Electrical Impedance Tomography Using Fish School Search, Non-Blind Search, and Genetic Algorithm. - 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 (Int. J. Swarm Intell. Res., 2017)

ZIKA: A New System to Empower Health Workers and Local Communities to Improve Surveillance Protocols by E-learning and to Forecast Zika Virus in Real Time in Brazil. - Juan D. Beltrán; Andrei Boscor; Wellington P. dos Santos; Tiago Massoni; Patty Kostkova (DH, 2018)

Assessing the Relationship between various Climatic Risk Factors & Mosquito Abundance in Recife, Brazil. - Anwar Musah; Adrian Rubio-Solis; Georgiana Birjovanu; Wellington P. dos Santos; Tiago Massoni; Patty Kostkova (PDH, 2019)

ZIKA Virus: Prediction of Aedes Mosquito Larvae Occurrence in Recife (Brazil) using Online Extreme Learning Machine and Neural Networks. - Adrian Rubio-Solis; Anwar Musah; Wellington P. dos Santos; Tiago Massoni; Georgiana Birjovanu; Patty Kostkova (PDH, 2019)

Model Based on Deep Feature Extraction for Diagnosis of Alzheimer's Disease. - Iago R. R. Silva; Gabriela S. L. Silva; Rodrigo G. de Souza; Wellington P. dos Santos; Roberta A. de A. Fagundes (IJCNN, 2019)

A Model for Diagnosis of Alzheimer's Disease Using Haralick Texture Features and Meta Feature Selection. - Iago Richard Rodrigues Silva; Marília Nayara Clemente de Almeida Lima; Wellington Pinheiro dos Santos; Roberta Andrade de Araújo Fagundes (MLDM (1), 2019)

Electromyography-controlled car: A proof of concept based on surface electromyography, Extreme Learning Machines and low-cost open hardware. - Rafaela Covello de Freitas; Rodrigo Alves; Abel G. da Silva Filho; Ricardo Emmanuel de Souza; Byron L. D. Bezerra; Wellington P. dos Santos (Comput. Electr. Eng., 2019)

Exploratory study of the effect of binaural beat stimulation on the EEG activity pattern in resting state using artificial neural networks. - 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 (Cogn. Syst. Res., 2019)

Deep convolutional extreme learning machines: Filters combination and error model validation. - Michel M. dos Santos; Abel G. da Silva Filho; Wellington P. dos Santos (Neurocomputing, 2019)

Gauss-Seidel Extreme Learning Machines. - Rafaela Covello de Freitas; Janderson Ferreira; Sidney M. L. de Lima; Bruno José Torres Fernandes; Byron L. D. Bezerra; Wellington P. dos Santos (SN Comput. Sci., 2020)

Breast cancer diagnosis using thermal image analysis: A data-driven approach based on swarm intelligence and supervised learning for optimized feature selection. - Mariana Macedo; Maíra Santana; Wellington P. dos Santos; Ronaldo Menezes; Carmelo J. A. Bastos Filho (Appl. Soft Comput., 2021)

Features Selection Study for Breast Cancer Diagnosis Using Thermographic Images, Genetic Algorithms, and Particle Swarm Optimization. - 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 (Int. J. Artif. Intell. Mach. Learn., 2021)

Next generation antivirus endowed with bitwise morphological extreme learning machines. - Sidney M. L. Lima; Danilo Souza; Ricardo Paranhos; Sthéfano Henrique Mendes Tavares Silva; Petrônio Lopes; Rafael Lima; Jemerson Oliveira; Thyago de Amorim Monteiro; Sérgio M. M. Fernandes; Edison de Queiroz Albuquerque; Washington Wagner Azevedo da Silva; Wellington P. dos Santos (Microprocess. Microsystems, 2021)

Early prediction of generalized infection in intensive care units from clinical data: a committee-based machine learning approach. - 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 (LA-CCI, 2022)

An Evaluation of the OpenWeatherMap API versus INMET Using Weather Data from Two Brazilian Cities: Recife and Campina Grande. - 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; et al. (Data, 2022)

Emotion Recognition to Support Personalized Therapy: An Approach Based on a Hybrid Architecture of CNN and Random Forest. - Arianne Sarmento Torcate; Maíra Araújo de Santana; Wellington Pinheiro dos Santos (LA-CCI, 2023)

Next-generation antivirus endowed with web-server Sandbox applied to audit fileless attack. - Sidney M. L. Lima; Sthéfano Henrique Mendes Tavares Silva; Ricardo Paranhos; Danilo Souza; Petrônio Lopes; Rafael Lima; Jemerson Oliveira; Thyago de Amorim Monteiro; Sérgio M. M. Fernandes; Edison de Queiroz Albuquerque; Washington Wagner Azevedo da Silva; Wellington P. dos Santos (Soft Comput., 2023)

Deep-Wavelets and convolutional neural networks to support breast cancer diagnosis on thermography images. - 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 (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2023)

COVID-19's influence on cardiac function: a machine learning perspective on ECG analysis. - Juliana Carneiro Gomes; Maíra Araújo de Santana; Aras Ismael Masood; Clarisse Lins de Lima; Wellington Pinheiro dos Santos (Medical Biol. Eng. Comput., 2023)

Editorial: Machine learning and applied neuroscience. - Wellington Pinheiro dos Santos; Vincenzo Conti; Orazio Gambino; Ganesh R. Naik (Frontiers Neurorobotics, 2023)

Development of an Electrode Reduction Model to Support ASD Diagnosis Based on EEG and Machine Learning. - 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 (LA-CCI, 2024)

Hybrid architectures based on Deep-wavelet networks for emotion recognition as a tool to support personalized therapies. - Arianne Sarmento Torcate; Maíra Araújo de Santana; Juliana Carneiro Gomes; Flávio Secco Fonseca; Wellington Pinheiro dos Santos (LA-CCI, 2024)

Editorial: Internet of Medical Things and computational intelligence in healthcare 4.0. - Sujata Dash; Subhendu Kumar Pani; Wellington Pinheiro dos Santos (Frontiers Big Data, 2024)

Next-generation antivirus for JavaScript malware detection based on dynamic features. - Sidney M. L. de Lima; Danilo Souza; Ricardo Pinheiro; Sthéfano Henrique Mendes Tavares Silva; Petrônio Lopes; Rafael Lima; Jemerson Oliveira; Thyago de Amorim Monteiro; Sérgio M. M. Fernandes; Edison de Queiroz Albuquerque; Washington Wagner Azevedo da Silva; Wellington P. dos Santos (Knowl. Inf. Syst., 2024)

Automatic identification of preferred music genres: an exploratory machine learning approach to support personalized music therapy. - 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; et al. (Multim. Tools Appl., 2024)

A Novel Hybrid System for ASD Diagnosis: Integrating EEG Image Analysis, Deep Learning, and Swarm Intelligence. - 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 (CEC, 2025)