| 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 | 245 | 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 | 166 | 2006 |
| 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 | 154 | 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 | 141 | 2012 |
| 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 | 137 | 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 | 101 | 2008 |
| 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 | 90 | 2013 |
| 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 | 72 | 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 | 72 | 2008 |
| 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 | 69 | 2015 |
| 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 | 69 | 2013 |
| 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 | 63 | 2015 |
| 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 | 62 | 2013 |
| 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 | 58 | 2017 |
| 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 | 56 | 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 | 56 | 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 | 54 | 2004 |
| 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 | 50 | 2009 |
| 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 | 48 | 2007 |
| 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 | 45 | 2017 |
Chrysostomos StyliosIndustrial Systems Institute/ Athena RC & University of IoanninaVerified email at uoi.gr
