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Wellington P. dos Santos
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Journal Articles
- 2024
[j24]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)- [j23]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): 1337-1370 (2024) - [j22]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:
Automatic identification of preferred music genres: an exploratory machine learning approach to support personalized music therapy. Multim. Tools Appl. 83(35): 82515-82531 (2024) - 2023
- [j21]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): 895-913 (2023) - [j20]Wellington Pinheiro dos Santos, Vincenzo Conti, Orazio Gambino, Ganesh R. Naik:
Editorial: Machine learning and applied neuroscience. Frontiers Neurorobotics 17 (2023) - [j19]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): 1057-1081 (2023) - [j18]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): 1471-1491 (2023) - 2022
- [j17]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): 106 (2022) - 2021
- [j16]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: 107533 (2021) - [j15]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): 1-18 (2021) - [j14]Sidney M. L. Lima, Danilo Souza, Ricardo Paranhos, 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 endowed with bitwise morphological extreme learning machines. Microprocess. Microsystems 81: 103724 (2021) - 2020
- [j13]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): 220 (2020) - 2019
- [j12]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: 167-179 (2019) - [j11]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: 1-20 (2019) - [j10]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: 359-369 (2019) - 2017
- [j9]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): 297-315 (2017) - [j8]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): 17-33 (2017) - 2016
- [j7]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: 613-628 (2016) - [j6]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: 11-29 (2016) - [j5]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: 116-126 (2016) - 2011
- [j4]Jinmi Lee, Wellington Pinheiro dos Santos:
An adaptive fuzzy-based system to simulate, quantify and compensate color blindness. Integr. Comput. Aided Eng. 18(1): 29-40 (2011) - 2010
- [j3]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): 115-124 (2010) - 2009
- [j2]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): 442-460 (2009) - 2008
- [j1]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): 17-21 (2008)
Conference and Workshop Papers
- 2023
- [c29]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: 1-6 - 2022
- [c28]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:
Early prediction of generalized infection in intensive care units from clinical data: a committee-based machine learning approach. LA-CCI 2022: 1-6 - 2019
- [c27]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: 97-100 - [c26]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: 101-110 - [c25]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: 1-7 - [c24]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: 132-145 - 2018
- [c23]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: 90-94 - 2017
- [c22]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 AI 2017: 142-147 - [c21]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: 156-161 - 2016
- [c20]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: 398-405 - 2015
- [c19]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: 1-8 - [c18]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: 1-8 - 2014
- [c17]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: 153-156 - [c16]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: 1-8 - [c15]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: 1-8 - [c14]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: 988-991 - [c13]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: 1789-1792 - [c12]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: 2605-2610 - [c11]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: 2618-2623 - [c10]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: 2971-2976 - 2013
- [c9]Filipe R. Cordeiro, Wellington P. dos Santos, Abel G. Silva-Filho:
Segmentation of Mammography by Applying GrowCut for Mass Detection. MedInfo 2013: 87-91 - 2012
- [c8]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: 92-100 - [c7]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: 135-142 - 2009
- [c6]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: 2480-2487 - [c5]Wellington P. dos Santos, Francisco M. de Assis:
Optimization based on dialectics. IJCNN 2009: 2804-2811 - 2008
- [c4]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: 1728-1735 - 2007
- [c3]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: 488-491 - [c2]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: 151-156 - [c1]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: 12-22
Informal and Other Publications
- 2018
- [i11]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 abs/1801.01443 (2018) - 2017
- [i10]Jinmi Lee, Wellington Pinheiro dos Santos:
An Adaptive Fuzzy-Based System to Simulate, Quantify and Compensate Color Blindness. CoRR abs/1711.10662 (2017) - [i9]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 abs/1712.00712 (2017) - [i8]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 abs/1712.00789 (2017) - [i7]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 abs/1712.01694 (2017) - [i6]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 abs/1712.01695 (2017) - [i5]Wellington Pinheiro dos Santos, Francisco Marcos de Assis:
Avaliação do método dialético na quantização de imagens multiespectrais. CoRR abs/1712.01696 (2017) - [i4]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 abs/1712.01697 (2017) - [i3]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 abs/1712.01700 (2017) - [i2]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 abs/1712.07116 (2017) - [i1]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 abs/1712.07312 (2017)
Coauthor Index
Filipe R. Cordeiro
aka: Filipe Rolim Cordeiro
aka: Filipe Rolim Cordeiro
Washington Wagner Azevedo da Silva
aka: Washington W. Azevedo
aka: Washington W. Azevedo
Abel G. Silva-Filho
aka: Abel Guilhermino Silva-Filho
aka: Abel G. da Silva Filho
aka: Abel Guilhermino da Silva Filho
aka: Abel Guilhermino Silva-Filho
aka: Abel G. da Silva Filho
aka: Abel Guilhermino da Silva Filho
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