Handling imbalanced datasets through Optimum-Path Forest by Passos, Leandro Aparecido, Jodas, Danilo S., Ribeiro, Luiz C.F., Akio, Marco, de Souza, Andre Nunes, Papa, João Paulo

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Tabular data augmentation for video-based detection of hypomimia in Parkinson’s disease by Oliveira, Guilherme C., Ngo, Quoc C., Passos, Leandro A., Papa, João P., Jodas, Danilo S., Kumar, Dinesh

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Automatic segmentation of the lumen region in intravascular images of the coronary artery by Jodas, Danilo Samuel, Pereira, Aledir Silveira, Tavares, João Manuel R.S.

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Classification of calcified regions in atherosclerotic lesions of the carotid artery in computed tomography angiography images by Jodas, Danilo Samuel, Pereira, Aledir Silveira, Tavares, João Manuel R. S.

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Using a distance map and an active contour model to segment the carotid artery boundary from the lumen contour in proton density weighted magnetic resonance images by Jodas, Danilo Samuel, da Costa, Maria Francisca Monteiro, Parreira, Tiago A.A., Pereira, Aledir Silveira, Tavares, João Manuel R.S.

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Lumen segmentation in magnetic resonance images of the carotid artery by Jodas, Danilo Samuel, Pereira, Aledir Silveira, R.S. Tavares, João Manuel

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A review of computational methods applied for identification and quantification of atherosclerotic plaques in images by Jodas, Danilo Samuel, Pereira, Aledir Silveira, Tavares, João Manuel R.S.

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Detection of Trees on Street-View Images Using a Convolutional Neural Network by Jodas, Danilo Samuel, Yojo, Takashi, Brazolin, Sergio, Velasco, Giuliana Del Nero, Papa, João Paulo

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Urban tree failure probability prediction based on dendrometric aspects and machine learning models by Jodas, Danilo Samuel, Brazolin, Sérgio, Velasco, Giuliana Del Nero, de Lima, Reinaldo Araújo, Yojo, Takashi, Papa, João Paulo

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Graph Feature Embeddings for Patient Re-Identification from Chest X-Ray Images by Manesco, Joao Renato Ribeiro, Jodas, Danilo, Zanella, Mauricio Jose Grapeggia, Santos, Marcel Koenigkam, Papa, Joao Paulo

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PL-kNN: A Python-based implementation of a parameterless k -Nearest Neighbors classifier by Jodas, Danilo Samuel, Passos, Leandro Aparecido, Adeel, Ahsan, Papa, João Paulo

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PL-kNN: A Python-based implementation of a parameterless [formula omitted]-Nearest Neighbors classifier by Jodas, Danilo Samuel, Passos, Leandro Aparecido, Adeel, Ahsan, Papa, João Paulo

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A review of deep learning‐based approaches for deepfake content detection by Passos, Leandro A., Jodas, Danilo, Costa, Kelton A. P., Souza Júnior, Luis A., Rodrigues, Douglas, Del Ser, Javier, Camacho, David, Papa, João Paulo

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O^2PF: Oversampling via Optimum-Path Forest for Breast Cancer Detection by Passos, Leandro, Jodas, Danilo, Ribeiro, Luiz, Moreira, Thierry, Papa, Joao

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A Deep Learning-based Approach for Tree Trunk Segmentation by Jodas, Danilo Samuel, Brazolin, Sergio, Yojo, Takashi, de Lima, Reinaldo Araujo, Velasco, Giuliana Del Nero, Machado, Aline Ribeiro, Papa, Joao Paulo

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Multiclass Oversampling via Optimum-Path Forest for Tree Species Classification from Street-view Perspectives by Jodas, Danilo Samuel, Passos, Leandro Aparecido, Del Nero Velasco, Giuliana, Longo, Mariana Hortelani Carneseca, Machado, Aline Ribeiro, Papa, Joao Paulo

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Comparing Support Vector Machines and Artificial Neural Networks in the Recognition of Steering Angle for Driving of Mobile Robots Through Paths in Plantations by Jodas, Danilo S., Marranghello, Norian, Pereira, Aledir S., Guido, Rodrigo C.

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PL-kNN: A Parameterless Nearest Neighbors Classifier by Jodas, Danilo Samuel, Leandro Aparecido Passos, Ahsan Adeel, Papa, João Paulo

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Development of a support vector machine-based navigation system for driving a mobile robot through paths in plantations by Jodas, Danilo Samuel, Marranghello, N., Silveira Pereira, Aledir, Capobianco Guido, Rodrigo

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Ensemble Diversity Pruning on Cybersecurity: Optimizing Intrusion Detection Systems by Lucas, Thiago Jose, Passos, Leandro Aparecido, Rodrigues, Douglas, Jodas, Danilo, Papa, Joao Paulo, Da Costa, Kelton Augusto Pontara, Scherer, Rafal

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