Eduardo J. S. Luz
Eduardo J. S. Luz
Professor de Ciência da Computação, Universidade Federal de Ouro Preto
E-mail confirmado em ufop.edu.br - Página inicial
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Ano
ECG-based heartbeat classification for arrhythmia detection: A survey
EJS Luz, WR Schwartz, G Cámara-Chávez, D Menotti
Computer methods and programs in biomedicine 127, 144-164, 2016
3582016
ECG arrhythmia classification based on optimum-path forest
EJS Luz, TM Nunes, VHC De Albuquerque, JP Papa, D Menotti
Expert Systems with Applications 40 (9), 3561-3573, 2013
1092013
A GPU deep learning metaheuristic based model for time series forecasting
IM Coelho, VN Coelho, EJS Luz, LS Ochi, FG Guimarães, E Rios
Applied Energy 201, 412-418, 2017
582017
Robust automated cardiac arrhythmia detection in ECG beat signals
VHC de Albuquerque, TM Nunes, DR Pereira, EJS Luz, D Menotti, ...
Neural Computing and Applications 29 (3), 679-693, 2018
572018
An approach to iris contact lens detection based on deep image representations
P Silva, E Luz, R Baeta, H Pedrini, AX Falcao, D Menotti
2015 28th SIBGRAPI Conference on Graphics, Patterns and Images, 157-164, 2015
542015
Learning deep off-the-person heart biometrics representations
EJ da Silva Luz, GJP Moreira, LS Oliveira, WR Schwartz, D Menotti
IEEE Transactions on Information Forensics and Security 13 (5), 1258-1270, 2017
382017
Inter-patient ECG heartbeat classification with temporal VCG optimized by PSO
G Garcia, G Moreira, D Menotti, E Luz
Scientific Reports 7 (1), 1-11, 2017
342017
Towards an efficient deep learning model for covid-19 patterns detection in x-ray images
E Luz, PL Silva, R Silva, G Moreira
arXiv preprint arXiv:2004.05717, 2020
27*2020
Evaluating the use of ECG signal in low frequencies as a biometry
EJS Luz, D Menotti, WR Schwartz
Expert Systems with Applications 41 (5), 2309-2315, 2014
252014
Deep periocular representation aiming video surveillance
E Luz, G Moreira, LAZ Junior, D Menotti
Pattern Recognition Letters 114, 2-12, 2018
192018
How the choice of samples for building arrhythmia classifiers impact their performances
E Luz, D Menotti
2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011
152011
De Albuquerque, JoãO P. Papa, David Menotti, ECG arrhythmia classification based on optimum-path forest
EJDS Luz, TM Nunes, C Victor Hugo
Expert Systems with Applications: An International Journal 40 (9), 3561-3573, 2013
112013
Multimodal feature level fusion based on particle swarm optimization with deep transfer learning
PH Silva, E Luz, LA Zanlorensi, D Menotti, G Moreira
2018 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2018
102018
Convolutional network for EEG-based biometric
T Schons, GJP Moreira, PHL Silva, VN Coelho, EJS Luz
Iberoamerican Congress on Pattern Recognition, 601-608, 2017
102017
The impact of preprocessing on deep representations for iris recognition on unconstrained environments
LA Zanlorensi, E Luz, R Laroca, AS Britto, LS Oliveira, D Menotti
2018 31st SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI …, 2018
82018
Automatic cardiac arrhythmia detection and classification using vectorcardiograms and complex networks
V Queiroz, E Luz, G Moreira, A Guarda, D Menotti
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
82015
Improving automatic cardiac arrhythmia classification: Joining temporal-vcg, complex networks and svm classifier
G Garcia, G Moreira, E Luz, D Menotti
2016 International Joint Conference on Neural Networks (IJCNN), 3896-3900, 2016
52016
EEG time series learning and classification using a hybrid forecasting model calibrated with GVNS
VN Coelho, IM Coelho, BN Coelho, MJF Souza, FG Guimarães, EJS Luz, ...
Electronic Notes in Discrete Mathematics 58, 79-86, 2017
42017
QRS detection in ECG signal with convolutional network
P Silva, E Luz, E Wanner, D Menotti, G Moreira
Iberoamerican Congress on Pattern Recognition, 802-809, 2018
32018
A new irregular spatial cluster detection through multi-objective particle swarm optimization
D Xavier, G Moreira, E Luz, MJF Souza
2016 IEEE Congress on Evolutionary Computation (CEC), 403-407, 2016
32016
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