George Georgoulas

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	All	Since 2019
Citations	3693	2022
h-index	32	26
i10-index	70	46

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Chrysostomos StyliosIndustrial Systems Institute/ Athena RC & University of IoanninaVerified email at uoi.gr
Petros KarvelisAssistant Professor, Department of Informatics & Telecommunications, University of Ioannina, GreeceVerified email at uoi.gr
George NikolakopoulosChair Professor Robotics and Artificial IntelligenceVerified email at ltu.se
Peter P. GroumposUniversity of PatrasVerified email at ece.upatras.gr
Lenka LhotskaCzech Technical University in PragueVerified email at cvut.cz
Václav ChudáčekCzech Technical University in PragueVerified email at fel.cvut.cz
Ioannis P. TsoumasSenior Principal R&D Engineer, ABB Medium Voltage DrivesVerified email at ch.abb.com
JOSE ANTONINO-DAVIUUNIVERSITAT POLITECNICA DE VALENCIAVerified email at die.upv.es
Jiří SpilkaCzech Technical University in PragueVerified email at ciirc.cvut.cz
Vicente Climente-AlarconPostdoctoral researcher, University of Cambridge, UKVerified email at cam.ac.uk
Theodoros LoutasAssociate Professor, Head of the Applied Mechanics Division, University of PatrasVerified email at mech.upatras.gr
Sina Sharif MansouriPh.D., R&D Technical Leader at Scania GroupVerified email at scania.com
Anthony TzesProfessor of Electrical and Computer Engineering, New York University Abu Dhabi, UAEVerified email at nyu.edu
Michal HuptychCTU in Prague, CIIRCVerified email at ciirc.cvut.cz
Vassilis KappatosAssociate Professor, Head of Constructural and Infrastructure Research in Maritime and Air TransportVerified email at certh.gr
Epaminondas MitronikasAssociate Professor, Electrical and Computer Engineering DepartmentVerified email at ece.upatras.gr
Giorgio IacobellisAssegnista, Politecnico di Bari, Università degli studi di triesteVerified email at poliba.it
Donald L. BliwiseProfessor of Neurology, Emory University School of MedicineVerified email at emory.edu
Maria Pia FantiDipartimento di Ingegneria Elettrica e dell'Informazione, Politecnico di BariVerified email at poliba.it
Christos SapsanisJohns Hopkins UniversityVerified email at alumni.jh.edu

George Georgoulas

Post Doc researcher

Verified email at datawise.ai

Machine Learning Data Mining Fault Detection-Diagnosis Decision Support Systems Signal Processing


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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	314	2013
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	181	2013
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	179	2006
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	173	2013
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	152	2012
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	105	2013
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	103	2008
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	94	2017
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	88	2015
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	88	2008
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	79	2013
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	74	2015
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	67	2015
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	64	2017
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	63	2013
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	61	2009
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	59	2006
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	56	2004
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	54	2007
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	52	2009

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