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Leandro Passos
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Exudate detection in fundus images using deeply-learnable features
P Khojasteh, LAP Júnior, T Carvalho, E Rezende, B Aliahmad, JP Papa, ...
Computers in biology and medicine 104, 62-69, 2019
972019
Unsupervised non-technical losses identification through optimum-path forest
LAP Júnior, CCO Ramos, D Rodrigues, DR Pereira, AN de Souza, ...
Electric Power Systems Research 140, 413-423, 2016
872016
Learning parameters in deep belief networks through firefly algorithm
G Rosa, J Papa, K Costa, L Passos, C Pereira, XS Yang
IAPR Workshop on Artificial Neural Networks in Pattern Recognition, 138-149, 2016
502016
Intelligent network security monitoring based on optimum-path forest clustering
RR Guimaraes, LA Passos, R Holanda Filho, VHC de Albuquerque, ...
Ieee Network 33 (2), 126-131, 2018
332018
Parkinson disease identification using residual networks and optimum-path forest
LA Passos, CR Pereira, ERS Rezende, TJ Carvalho, SAT Weber, C Hook, ...
2018 IEEE 12th International Symposium on Applied Computational Intelligence …, 2018
292018
Assisting Barrett's esophagus identification using endoscopic data augmentation based on Generative Adversarial Networks
LA de Souza Jr, LA Passos, R Mendel, A Ebigbo, A Probst, H Messmann, ...
Computers in Biology and Medicine 126, 104029, 2020
232020
A novel approach for optimum-path forest classification using fuzzy logic
RWR de Souza, JVC De Oliveira, LA Passos, W Ding, JP Papa, ...
IEEE Transactions on Fuzzy Systems 28 (12), 3076-3086, 2019
182019
Barrett’s esophagus analysis using infinity restricted Boltzmann machines
LA Passos, LA de Souza Jr, R Mendel, A Ebigbo, A Probst, H Messmann, ...
Journal of Visual Communication and Image Representation 59, 475-485, 2019
172019
Unsupervised breast masses classification through optimum-path forest
PB Ribeiro, LA Passos, LA Da Silva, KAP da Costa, JP Papa, ...
2015 IEEE 28th International Symposium on Computer-Based Medical Systems …, 2015
172015
A metaheuristic-driven approach to fine-tune deep Boltzmann machines
LA Passos, JP Papa
Applied Soft Computing 97, 105717, 2020
162020
Parkinson’s disease identification using restricted boltzmann machines
CR Pereira, LA Passos, RR Lopes, SAT Weber, C Hook, JP Papa
International Conference on Computer Analysis of Images and Patterns, 70-80, 2017
162017
On the training of artificial neural networks with radial basis function using optimum-path forest clustering
GH Rosa, KAP Costa, LAP Júnior, JP Papa, AX Falcao, JMRS Tavares
2014 22nd International conference on pattern recognition, 1472-1477, 2014
162014
Computer-assisted Parkinson's disease diagnosis using fuzzy optimum-path forest and Restricted Boltzmann Machines
RWR de Souza, DS Silva, LA Passos, M Roder, MC Santana, PR Pinheiro, ...
Computers in Biology and Medicine 131, 104260, 2021
152021
Fine tuning deep boltzmann machines through meta-heuristic approaches
LA Passos, DR Rodrigues, JP Papa
2018 IEEE 12th International Symposium on Applied Computational Intelligence …, 2018
152018
A novel siamese-based approach for scene change detection with applications to obstructed routes in hazardous environments
MCS Santana, LA Passos, TP Moreira, D Colombo, VHC de Albuquerque, ...
IEEE Intelligent Systems 35 (1), 44-53, 2019
142019
Fine-tuning infinity restricted boltzmann machines
LA Passos, JP Papa
2017 30th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 63-70, 2017
142017
A critical literature survey and prospects on tampering and anomaly detection in image data
KAP da Costa, JP Papa, LA Passos, D Colombo, J Del Ser, K Muhammad, ...
Applied Soft Computing 97, 106727, 2020
132020
Adaptive improved flower pollination algorithm for global optimization
D Rodrigues, GH de Rosa, LA Passos, JP Papa
Nature-inspired computation in data mining and machine learning, 1-21, 2020
122020
Temperature-based deep boltzmann machines
LA Passos, JP Papa
Neural Processing Letters 48 (1), 95-107, 2018
122018
Reinforcing learning in Deep Belief Networks through nature-inspired optimization
M Roder, LA Passos, GH de Rosa, VHC de Albuquerque, JP Papa
Applied Soft Computing 108, 107466, 2021
82021
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