Wellington P. dos Santos

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 14

Top Topics

Extreme Learning Machine

Cancer Diagnosis

Participatory Design

Top Venues

Publications

Sidney M. L. de Lima, Danilo Souza, Ricardo Pinheiro, Sthéfano H. M. T. 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
Next-generation antivirus for JavaScript malware detection based on dynamic features. Knowl. Inf. Syst. 66 (2) (2024)
Sidney M. L. Lima, Sthéfano H. M. T. 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
Next-generation antivirus endowed with web-server Sandbox applied to audit fileless attack. Soft Comput. 27 (3) (2023)
Sidney M. L. Lima, Danilo Souza, Ricardo Paranhos, Sthéfano 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
Next generation antivirus endowed with bitwise morphological extreme learning machines. Microprocess. Microsystems 81 (2021)
Mariana Macedo, Maíra Santana, Wellington P. dos Santos, Ronaldo Menezes, Carmelo J. A. Bastos Filho
Breast cancer diagnosis using thermal image analysis: A data-driven approach based on swarm intelligence and supervised learning for optimized feature selection. Appl. Soft Comput. 109 (2021)
Rafaela Covello de Freitas, Janderson Ferreira, Sidney M. L. de Lima, Bruno José Torres Fernandes, Byron L. D. Bezerra, Wellington P. dos Santos
Gauss-Seidel Extreme Learning Machines. SN Comput. Sci. 1 (4) (2020)
Adrian Rubio-Solis, Anwar Musah, Wellington P. dos Santos, Tiago Massoni, Georgiana Birjovanu, Patty Kostkova
ZIKA Virus: Prediction of Aedes Mosquito Larvae Occurrence in Recife (Brazil) using Online Extreme Learning Machine and Neural Networks. PDH (2019)
Iago R. R. Silva, Gabriela S. L. Silva, Rodrigo G. de Souza, Wellington P. dos Santos, Roberta A. de A. Fagundes
Model Based on Deep Feature Extraction for Diagnosis of Alzheimer's Disease. IJCNN (2019)
Rafaela Covello de Freitas, Rodrigo Alves, Abel G. da Silva Filho, Ricardo Emmanuel de Souza, Byron L. D. Bezerra, Wellington P. dos Santos
Electromyography-controlled car: A proof of concept based on surface electromyography, Extreme Learning Machines and low-cost open hardware. Comput. Electr. Eng. 73 (2019)
Anwar Musah, Adrian Rubio-Solis, Georgiana Birjovanu, Wellington P. dos Santos, Tiago Massoni, Patty Kostkova
Assessing the Relationship between various Climatic Risk Factors & Mosquito Abundance in Recife, Brazil. PDH (2019)
Michel M. dos Santos, Abel G. da Silva Filho, Wellington P. dos Santos
Deep convolutional extreme learning machines: Filters combination and error model validation. Neurocomputing 329 (2019)
Juan D. Beltrán, Andrei Boscor, Wellington P. dos Santos, Tiago Massoni, Patty Kostkova
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. DH (2018)
Henrique F. Lacerda, Allan R. S. Feitosa, Abel G. Silva-Filho, Wellington P. dos Santos, Filipe R. Cordeiro
SmartHome Energy Saving Using a Multi-objective Approach Based on Appliances Usage Profiles. Canadian Conference on AI (2017)
Filipe R. Cordeiro, Wellington P. dos Santos, Abel G. Silva-Filho
A semi-supervised fuzzy GrowCut algorithm to segment and classify regions of interest of mammographic images. Expert Syst. Appl. 65 (2016)
Michel M. dos Santos, Paula R. B. Diniz, Abel G. Silva-Filho, Wellington P. dos Santos
Evaluation-Oriented Training via Surrogate Metrics for Multiple Sclerosis Segmentation. MICCAI (2) (2016)
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
Morphological extreme learning machines applied to detect and classify masses in mammograms. IJCNN (2015)
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
Fuzzy Morphological Extreme Learning Machines to detect and classify masses in mammograms. FUZZ-IEEE (2015)
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
A methodology to design low cost mobile applications for health for rural communities using participatory design and popular education. SMC (2014)
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
Ilera-Aiye: A virtual world for the development of serious games for health education and promotion in the Northeastern Brazilian countryside. SeGAH (2014)
Cecilia Cordeiro da Silva, Abel G. da Silva Filho, Jailma S. Monteiro, Wellington P. dos Santos
Developing 3D human-computer interfaces and serious games for health education in the Brazilian countryside using participatory design and popular education. SMC (2014)
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
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. SeGAH (2014)
Filipe R. Cordeiro, Wellington P. dos Santos, Abel G. Silva-Filho
Segmentation of Mammography by Applying GrowCut for Mass Detection. MedInfo (2013)
Wellington P. dos Santos, Francisco M. de Assis, Ricardo Emmanuel de Souza, Priscilla Batista Mendes, Henrique Specht de Souza Monteiro, Havana D. Alves
Fuzzy-based dialectical non-supervised image classification and clustering. Int. J. Hybrid Intell. Syst. 7 (2) (2010)
Wellington P. dos Santos, Francisco M. de Assis
Optimization based on dialectics. IJCNN (2009)
Wellington P. dos Santos, Ricardo Emmanuel de Souza, Plínio B. Santos Filho, Fernando Buarque de Lima Neto, Francisco M. de Assis
A dialectical approach for classification of DW-MR Alzheimer's images. IEEE Congress on Evolutionary Computation (2008)
Wellington P. 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, Polynomial Nets and Kohonen LVQ Classifiers. MIRAGE (2007)
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
Based on Color Quantization by Genetic Algorithms. ICTAI (1) (2007)
Wellington P. dos Santos, Ascendino F. D. e Silva, Ricardo Emmanuel de Souza, Ana Cristina T. Albuquerque, Maria Lucia B. Simas
A Monospectral Approach for fMRI Analysis using Kohonen Self-Organized Networks. ISDA (2007)