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João Paulo Pordeus Gomes
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Year
Euclidean distance estimation in incomplete datasets
DPP Mesquita, JPP Gomes, AHS Junior, JS Nobre
Neurocomputing 248, 11-18, 2017
1072017
Use of PHM information and system architecture for optimized aircraft maintenance planning
LR Rodrigues, JPP Gomes, FAS Ferri, IP Medeiros, RKH Galvao, ...
IEEE Systems Journal 9 (4), 1197-1207, 2014
842014
A fault detection method for hard disk drives based on mixture of Gaussians and nonparametric statistics
LP Queiroz, FCM Rodrigues, JPP Gomes, FT Brito, IC Chaves, ...
IEEE Transactions on Industrial Informatics 13 (2), 542-550, 2016
692016
A new pruning method for extreme learning machines via genetic algorithms
ASC Alencar, ARR Neto, JPP Gomes
Applied Soft Computing 44, 101-107, 2016
662016
Classification with reject option for software defect prediction
DPP Mesquita, LS Rocha, JPP Gomes, ARR Neto
Applied Soft Computing 49, 1085-1093, 2016
542016
Predicting failures in hard drives with LSTM networks
FD dos Santos Lima, GMR Amaral, LG de Moura Leite, JPP Gomes, ...
2017 Brazilian Conference on Intelligent Systems (BRACIS), 222-227, 2017
492017
Banhfap: A bayesian network based failure prediction approach for hard disk drives
IC Chaves, MRP de Paula, LGM Leite, LP Queiroz, JPP Gomes, ...
2016 5th Brazilian Conference on Intelligent Systems (BRACIS), 427-432, 2016
372016
Building selective ensembles of randomization based neural networks with the successive projections algorithm
DPP Mesquita, JPP Gomes, LR Rodrigues, SAF Oliveira, RKH Galvao
Applied Soft Computing 70, 1135-1145, 2018
352018
Ensemble of efficient minimal learning machines for classification and regression
DPP Mesquita, JPP Gomes, AH Souza Junior
Neural Processing Letters 46, 751-766, 2017
342017
Failure prognostics of a hydraulic pump using Kalman filter
JPP Gomes, BP Leão, WOL Vianna, RKH Galvão, T Yoneyama
Annual Conference of the PHM Society 4 (1), 2012
332012
Hard disk drive failure prediction method based on a Bayesian network
IC Chaves, MRP De Paula, LGM Leite, JPP Gomes, JC Machado
2018 International Joint Conference on Neural Networks (IJCNN), 1-7, 2018
262018
Regression based performance modeling and provisioning for NoSQL cloud databases
VAE Farias, FRC Sousa, JGR Maia, JPP Gomes, JC Machado
Future Generation Computer Systems 79, 72-81, 2018
262018
From reports to bug-fix commits: A 10 years dataset of bug-fixing activity from 55 apache's open source projects
R Vieira, A da Silva, L Rocha, JP Gomes
Proceedings of the Fifteenth International Conference on Predictive Models …, 2019
242019
Health monitoring of an auxiliary power unit using a classification tree
WOL Vianna, JPP Gomes, RKH Galvão, T Yoneyama, JP Matsuura
Annual Conference of the PHM Society 3 (1), 2011
242011
Automatic target recognition in synthetic aperture radar image using multiresolution analysis and classifiers combination
JPP Gomes, JFB Brancalion, D Fernandes
2008 IEEE Radar Conference, 1-5, 2008
232008
Minimal learning machine: Theoretical results and clustering-based reference point selection
J Hämäläinen, ASC Alencar, T Kärkkäinen, CLC Mattos, AHS Júnior, ...
Journal of Machine Learning Research 21 (239), 1-29, 2020
222020
Gaussian kernels for incomplete data
DPP Mesquita, JPP Gomes, F Corona, AHS Junior, JS Nobre
Applied Soft Computing 77, 356-365, 2019
212019
Transfer learning for Bayesian networks with application on hard disk drives failure prediction
FLF Pereira, FD dos Santos Lima, LG de Moura Leite, JPP Gomes, ...
2017 Brazilian Conference on Intelligent Systems (BRACIS), 228-233, 2017
212017
Combining PHM information and system architecture to support aircraft maintenance planning
FAS Ferri, LR Rodrigues, JPP Gomes, IP de Medeiros, RKH Galvão, ...
2013 IEEE international systems conference (SysCon), 60-65, 2013
212013
Remaining useful life estimation of hard disk drives based on deep neural networks
FDS Lima, FLF Pereira, LGM Leite, JPP Gomes, JC Machado
2018 International Joint Conference on Neural Networks (IJCNN), 1-7, 2018
202018
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Articles 1–20