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Marilaine Colnago
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Predicting long-term wind speed in wind farms of northeast brazil: A comparative analysis through machine learning models
M Paula, C Marilaine, FJ Nuno, C Wallace
IEEE Latin America Transactions 18 (11), 2011-2018, 2020
282020
Towards assessing the electricity demand in Brazil: Data-driven analysis and ensemble learning models
JV Leme, W Casaca, M Colnago, MA Dias
Energies 13 (6), 1407, 2020
252020
Risk factors associated with mortality in hospitalized patients with COVID-19 during the omicron wave in Brazil
M Colnago, GA Benvenuto, W Casaca, RG Negri, EG Fernandes, ...
Bioengineering 9 (10), 584, 2022
242022
Interactive image colorization using laplacian coordinates
W Casaca, M Colnago, LG Nonato
Computer Analysis of Images and Patterns: 16th International Conference …, 2015
152015
Shadow detection using object area-based and morphological filtering for very high-resolution satellite imagery of urban areas
S Azevedo, E Silva, M Colnago, R Negri, W Casaca
Journal of Applied Remote Sensing 13 (3), 036506-036506, 2019
132019
Mapping fire susceptibility in the Brazilian Amazon forests using multitemporal remote sensing and time-varying unsupervised anomaly detection
AEO Luz, RG Negri, KG Massi, M Colnago, EA Silva, W Casaca
Remote Sensing 14 (10), 2429, 2022
102022
Combining morphological filtering, anisotropic diffusion and block-based data replication for automatically detecting and recovering unscanned gaps in remote sensing images
D Basso, M Colnago, S Azevedo, E Silva, P Pina, W Casaca
Earth Science Informatics 14, 1145-1158, 2021
102021
A high-order immersed interface method free of derivative jump conditions for Poisson equations on irregular domains
M Colnago, W Casaca, LF de Souza
Journal of Computational Physics 423, 109791, 2020
102020
Data-driven analysis and machine learning for energy prediction in distributed photovoltaic generation plants: A case study in Queensland, Australia
L Ramos, M Colnago, W Casaca
Energy Reports 8, 745-751, 2022
82022
Learning label diffusion maps for semi-automatic segmentation of lung CT images with COVID-19
A Bruzadin, M Boaventura, M Colnago, RG Negri, W Casaca
Neurocomputing 522, 24-38, 2023
72023
Unsupervised deep learning network for deformable fundus image registration
GA Benvenuto, M Colnago, W Casaca
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
72022
A fully unsupervised deep learning framework for non-rigid fundus image registration
GA Benvenuto, M Colnago, MA Dias, RG Negri, EA Silva, W Casaca
Bioengineering 9 (8), 369, 2022
52022
Lockdown contra a Covid-19 funciona ou não? Um estudo de caso com o município de Araraquara
M Colnago, W Casaca, CM Oishi, FV Amaral, JA Cuminato
Proceeding Series of the Brazilian Society of Computational and Applied …, 2021
32021
Comparing the Performance of Mathematical Morphology and Bhattacharyya Distance for Airport Extraction
W Casaca, DP Ederli, E Silva, FP Baixo, TG Godoy, M Colnago
IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020
22020
Remoção de obstruções textuais via inpainting digital em imagens de sensoriamento remoto
DP Basso, M Pereira, W Pereira
Proceeding Series of the Brazilian Society of Computational and Applied …, 2020
22020
Um método nao-supervisionado de detecçao de oclusoes textuais para imagens de sensoriamento remoto
DP Basso, M Colnago, W Casaca
Proceeding Series of the Brazilian Society of Computational and Applied …, 2020
22020
Estudo da estabilidade do método das linhas usando a dinâmica de um cabo flexível
M Colnago
Universidade Estadual Paulista (Unesp), 2012
22012
Predicting Energy Generation in Large Wind Farms: A Data-Driven Study with Open Data and Machine Learning
M Paula, W Casaca, M Colnago, JR da Silva, K Oliveira, MA Dias, R Negri
Inventions 8 (5), 126, 2023
12023
Plataforma SP Covid-19 Info Tracker: a Matemática e a Inteligência Artificial à Serviço do Combate à Covid-19
M Colnago, JA Cuminato, F Amaral, CM Oishi, W Casaca
Proceeding Series of the Brazilian Society of Computational and Applied …, 2022
12022
Redes neurais MLP e NARX aplicadas na previsao da velocidade do vento em parques eólicos do estado da Bahia
M de Paula, M Colnago, W Casaca
Proceeding Series of the Brazilian Society of Computational and Applied …, 2020
12020
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Articles 1–20