George Georgoulas

Remaining Useful Life Estimation in Rolling Bearings Utilizing Data-Driven Probabilistic E-Support Vectors Regression

D. Roulias, George Georgoulas · IEEE Transactions on Reliability · 2013 · 285 citations

Engineering, Life Prediction, Diagnosis +16

Predicting the risk of metabolic acidosis for newborns based on fetal heart rate signal classification using support vector machines

George Georgoulas, Dimosthenis Stylios, Peter P. Groumpos · IEEE Transactions on Biomedical Engineering · 2006 · 144 citations

Neonatology, Fetal Medicine, Diagnosis +17

Bearing fault detection based on hybrid ensemble detector and empirical mode decomposition

George Georgoulas, Theodore Loutas, Chrysostomos Stylios et al. · Mechanical Systems and Signal Processing · 2013 · 143 citations

Fault Diagnosis, Condition Monitoring, Engineering +8

Using nonlinear features for fetal heart rate classification

Jiří Spilka, Václav Chudáček, Michal Koucký et al. · Biomedical Signal Processing and Control · 2011 · 136 citations

Electrophysiological Evaluation, Pattern Recognition, Biosignal Processing +4

Improving EMG based classification of basic hand movements using EMD

Christos Sapsanis, George Georgoulas, Anthony Tzes et al. · 2013 · 133 citations

Emg Signal, Raw Emg Signal, Engineering +18