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 · 290 citations

Engineering, Data Science, Machine Learning +16

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 · 146 citations

Computing, Civil Engineering, Computer Engineering +15

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

Medicine, Biomedical Informatics, Health Informatics +17

Using nonlinear features for fetal heart rate classification

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

Medicine, Obstetrics, Physiology +14

Improving EMG based classification of basic hand movements using EMD

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

Computing, Electrical Engineering, Biomedical Signal Processing +16