A Novel Siamese-Based Approach for Scene Change Detection With Applications to Obstructed Routes in Hazardous Environments
Santana, Marcos C.S., Aparecido Passos, Leandro, Moreira, Thierry P., Colombo, Danilo, de Albuquerque, Victor Hugo C., Papa, Joao Paulo
Published in IEEE intelligent systems (01.01.2020)
Published in IEEE intelligent systems (01.01.2020)
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Journal Article
Intelligent Network Security Monitoring Based on Optimum-Path Forest Clustering
Guimaraes, Raniere Rocha, Passos, Leandro A., Filho, Raimir Holanda, Albuquerque, Victor Hugo C. de, Rodrigues, Joel J. P. C., Komarov, Mikhail M., Papa, Joao Paulo
Published in IEEE network (01.03.2019)
Published in IEEE network (01.03.2019)
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Journal Article
Hybrid Global Stochastic and Bayesian Linearized Acoustic Seismic Inversion Methodology
Bordignon, Fernando Luis, Passos de Figueiredo, Leandro, Azevedo, Leonardo, Soares, Amilcar, Roisenberg, Mauro, Schwedersky Neto, Guenther
Published in IEEE transactions on geoscience and remote sensing (01.08.2017)
Published in IEEE transactions on geoscience and remote sensing (01.08.2017)
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Journal Article
Revisited Formulation and Applications of FFT Moving Average
de Figueiredo, Leandro Passos, Grana, Dario, Le Ravalec, Mickaele
Published in Mathematical geosciences (01.08.2020)
Published in Mathematical geosciences (01.08.2020)
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Journal Article
Handling imbalanced datasets through Optimum-Path Forest
Passos, Leandro Aparecido, Jodas, Danilo S., Ribeiro, Luiz C.F., Akio, Marco, de Souza, Andre Nunes, Papa, João Paulo
Published in Knowledge-based systems (22.04.2022)
Published in Knowledge-based systems (22.04.2022)
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Journal Article
Facial expressions to identify post-stroke: A pilot study
Oliveira, Guilherme C., Ngo, Quoc C., Passos, Leandro A., Oliveira, Leonardo S., Papa, João P., Kumar, Dinesh
Published in Computer methods and programs in biomedicine (01.06.2024)
Published in Computer methods and programs in biomedicine (01.06.2024)
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Journal Article
Digital impressions’ accuracy through “cut-out-rescan” and “data exchange by over scanning” techniques in complete arches of two intraoral scanners and CAD/CAM software
Passos, Leandro, Meiga, Sergio, Brigagão, Vinicius, Neumann, Marcus, Street, Alexandre
Published in Journal of Prosthodontic Research (01.01.2022)
Published in Journal of Prosthodontic Research (01.01.2022)
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Journal Article
A Novel Approach for Optimum-Path Forest Classification Using Fuzzy Logic
de Souza, Renato William R., de Oliveira, Joao Vitor Chaves, Passos, Leandro A., Ding, Weiping, Papa, Joao P., de Albuquerque, Victor Hugo C.
Published in IEEE transactions on fuzzy systems (01.12.2020)
Published in IEEE transactions on fuzzy systems (01.12.2020)
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Journal Article
Computer-assisted Parkinson's disease diagnosis using fuzzy optimum- path forest and Restricted Boltzmann Machines
de Souza, Renato W.R., Silva, Daniel S., Passos, Leandro A., Roder, Mateus, Santana, Marcos C., Pinheiro, Plácido R., de Albuquerque, Victor Hugo C.
Published in Computers in biology and medicine (01.04.2021)
Published in Computers in biology and medicine (01.04.2021)
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Journal Article
Assisting Barrett's esophagus identification using endoscopic data augmentation based on Generative Adversarial Networks
de Souza, Luis A., Passos, Leandro A., Mendel, Robert, Ebigbo, Alanna, Probst, Andreas, Messmann, Helmut, Palm, Christoph, Papa, João P.
Published in Computers in biology and medicine (01.11.2020)
Published in Computers in biology and medicine (01.11.2020)
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Journal Article
Layer-selective deep representation to improve esophageal cancer classification
Souza, Luis A., Passos, Leandro A., Santana, Marcos Cleison S., Mendel, Robert, Rauber, David, Ebigbo, Alanna, Probst, Andreas, Messmann, Helmut, Papa, João Paulo, Palm, Christoph
Published in Medical & biological engineering & computing (01.11.2024)
Published in Medical & biological engineering & computing (01.11.2024)
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Journal Article
A review of deep learning‐based approaches for deepfake content detection
Passos, Leandro A., Jodas, Danilo, Costa, Kelton A. P., Souza Júnior, Luis A., Rodrigues, Douglas, Del Ser, Javier, Camacho, David, Papa, João Paulo
Published in Expert systems (01.08.2024)
Published in Expert systems (01.08.2024)
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Journal Article
DeepCraftFuse: visual and deeply-learnable features work better together for esophageal cancer detection in patients with Barrett’s esophagus
Souza Jr, Luis A., Pacheco, André G. C., Passos, Leandro A., Santana, Marcos C. S., Mendel, Robert, Ebigbo, Alanna, Probst, Andreas, Messmann, Helmut, Palm, Christoph, Papa, João Paulo
Published in Neural computing & applications (01.06.2024)
Published in Neural computing & applications (01.06.2024)
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Journal Article
Barrett’s esophagus analysis using infinity Restricted Boltzmann Machines
Passos, Leandro A., de Souza Jr, Luis A., Mendel, Robert, Ebigbo, Alanna, Probst, Andreas, Messmann, Helmut, Palm, Christoph, Papa, João Paulo
Published in Journal of visual communication and image representation (01.02.2019)
Published in Journal of visual communication and image representation (01.02.2019)
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Journal Article
FEMa-FS: Finite Element Machines for Feature Selection
Biaggi, Lucas, Papa, Joao P., Costa, Kelton A. P, Pereira, Danillo R., Passos, Leandro A.
Published in 2022 26th International Conference on Pattern Recognition (ICPR) (21.08.2022)
Published in 2022 26th International Conference on Pattern Recognition (ICPR) (21.08.2022)
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Conference Proceeding
Bayesian seismic inversion based on rock-physics prior modeling for the joint estimation of acoustic impedance, porosity and lithofacies
de Figueiredo, Leandro Passos, Grana, Dario, Santos, Marcio, Figueiredo, Wagner, Roisenberg, Mauro, Schwedersky Neto, Guenther
Published in Journal of computational physics (01.05.2017)
Published in Journal of computational physics (01.05.2017)
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Journal Article