עקוב אחר
George Georgoulas
George Georgoulas
Post Doc researcher
כתובת אימייל מאומתת בדומיין datawise.ai
כותרת
צוטט על ידי
צוטט על ידי
שנה
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
3302013
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
1852006
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
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
1572012
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
1072008
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
1062013
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
1002017
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
932015
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
932008
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
752015
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
712015
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
662017
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
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
622006
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
592009
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
592004
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
572021
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
552007
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מאמרים 1–20