George Georgoulas
TitleCited byYear
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
1262006
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
1042013
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
982013
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
922012
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
922008
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
552013
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
542013
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
522013
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
472008
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
472006
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
442004
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
432015
Particle filter based anomaly detection for aircraft actuator systems
D Brown, G Georgoulas, H Bae, G Vachtsevanos, R Chen, YH Ho, ...
Aerospace conference, 2009 IEEE, 1-13, 2009
422009
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
392007
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
382013
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 prognostics and health management society, 1-17, 2009
372009
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
342015
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
322015
A comparative study of induction motor current signature analysis techniques for mechanical faults detection
I Tsoumas, E Mitronikas, G Georgoulas, A Safacas
2005 5th IEEE International Symposium on Diagnostics for Electric Machines …, 2005
252005
An automated thermographic image segmentation method for induction motor fault diagnosis
P Karvelis, G Georgoulas, CD Stylios, IP Tsoumas, JA Antonino-Daviu, ...
IECON 2014-40th Annual Conference of the IEEE Industrial Electronics Society …, 2014
222014
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Articles 1–20