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George Georgoulas
George Georgoulas
Post Doc researcher
Email confirmado em datawise.ai
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Remaining useful life estimation in rolling bearings utilizing data-driven probabilistic e-support vectors regression
TH Loutas, D Roulias, G Georgoulas
IEEE Transactions on Reliability 62 (4), 821-832, 2013
3212013
Bearing fault detection based on hybrid ensemble detector and empirical mode decomposition
G Georgoulas, T Loutas, CD Stylios, V Kostopoulos
Mechanical Systems and Signal Processing 41 (1-2), 510-525, 2013
1842013
Predicting the risk of metabolic acidosis for newborns based on fetal heart rate signal classification using support vector machines
G Georgoulas, CD Stylios, PP Groumpos
Biomedical Engineering, IEEE Transactions on 53 (5), 875-884, 2006
1822006
Improving EMG based classification of basic hand movements using EMD
C Sapsanis, G Georgoulas, A Tzes, D Lymberopoulos
2013 35th Annual International Conference of the IEEE Engineering in …, 2013
1762013
Using nonlinear features for fetal heart rate classification
J Spilka, V Chudáček, M Koucký, L Lhotská, M Huptych, P Janků, ...
Biomedical Signal Processing and Control 7 (4), 350-357, 2012
1552012
Asynchronous machine rotor fault diagnosis technique using complex wavelets
IP Tsoumas, G Georgoulas, ED Mitronikas, AN Safacas
IEEE Transactions on Energy Conversion 23 (2), 444-459, 2008
1062008
EMG based classification of basic hand movements based on time-frequency features
C Sapsanis, G Georgoulas, A Tzes
21st Mediterranean Conference on Control and Automation, 716-722, 2013
1042013
Remaining useful battery life prediction for UAVs based on machine learning
SS Mansouri, P Karvelis, G Georgoulas, G Nikolakopoulos
IFAC-PapersOnLine 50 (1), 4727-4732, 2017
982017
Rolling element bearing feature extraction and anomaly detection based on vibration monitoring
B Zhang, G Georgoulas, M Orchard, A Saxena, D Brown, G Vachtsevanos, ...
2008 16th Mediterranean Conference on Control and Automation, 1792-1797, 2008
902008
A simulation based Decision Support System for logistics management
MP Fanti, G Iacobellis, W Ukovich, V Boschian, G Georgoulas, C Stylios
Journal of Computational Science 10, 86-96, 2015
892015
Principal Component Analysis of the start-up transient and Hidden Markov Modeling for broken rotor bar fault diagnosis in asynchronous machines
G Georgoulas, MO Mustafa, IP Tsoumas, JA Antonino-Daviu, ...
Expert Systems with Applications 40 (17), 7024-7033, 2013
792013
A symbolic representation approach for the diagnosis of broken rotor bars in induction motors
P Karvelis, G Georgoulas, IP Tsoumas, JA Antonino-Daviu, ...
IEEE Transactions on Industrial Informatics 11 (5), 1028-1037, 2015
742015
Rolling element bearings diagnostics using the Symbolic Aggregate approXimation
G Georgoulas, P Karvelis, T Loutas, CD Stylios
Mechanical Systems and Signal Processing 60, 229-242, 2015
692015
Investigating pH based evaluation of fetal heart rate (FHR) recordings
G Georgoulas, P Karvelis, J Spilka, V Chudáček, CD Stylios, L Lhotska
Health and technology 7, 241-254, 2017
642017
Automatic pattern identification based on the complex empirical mode decomposition of the startup current for the diagnosis of rotor asymmetries in asynchronous machines
G Georgoulas, IP Tsoumas, JA Antonino-Daviu, V Climente-Alarcón, ...
IEEE Transactions on Industrial Electronics 61 (9), 4937-4946, 2013
632013
Prognostics enhanced reconfigurable control of electro-mechanical actuators
DW Brown, G Georgoulas, B Bole, HL Pei, M Orchard, L Tang, B Saha, ...
Annual Conference of the PHM Society 1 (1), 2009
612009
Feature extraction and classification of fetal heart rate using wavelet analysis and support vector machines
G Georgoulas, C Stylios, P Groumpos
International Journal on Artificial Intelligence Tools 15 (03), 411-432, 2006
592006
Classification of fetal heart rate during labour using hidden Markov models
GG Georgoulas, CD Stylios, G Nokas, PP Groumpos
2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No …, 2004
572004
Deep machine learning for structural health monitoring on ship hulls using acoustic emission method
P Karvelis, G Georgoulas, V Kappatos, C Stylios
Ships and Offshore Structures 16 (4), 440-448, 2021
542021
Novel approach for fetal heart rate classification introducing grammatical evolution
G Georgoulas, D Gavrilis, IG Tsoulos, C Stylios, J Bernardes, ...
Biomedical Signal Processing and Control 2 (2), 69-79, 2007
542007
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