Stavros-Richard G. Christopoulos

Detecting anomalies in time series data via a deep learning algorithm combining wavelets, neural networks and Hilbert transform

Michael E. Fitzpatrick, Stratis Kanarachos, Alexander Chroneos, 2017, Expert Syst. Appl..

Visualization of the significance of Receiver Operating Characteristics based on confidence ellipses

Nicholas V. Sarlis, Stavros-Richard G. Christopoulos, N. Sarlis, 2014, Comput. Phys. Commun..

Natural Time Analysis: The Area under the Receiver Operating Characteristic Curve of the Order Parameter Fluctuations Minima Preceding Major Earthquakes

Panayiotis A. Varotsos, Nicholas V. Sarlis, Efthimios S. Skordas, 2020, Entropy.

Learning Driver Braking Behavior Using Smartphones, Neural Networks and the Sliding Correlation Coefficient: Road Anomaly Case Study

Stratis Kanarachos, Stavros-Richard G. Christopoulos, Alexander Chroneos, 2019, IEEE Transactions on Intelligent Transportation Systems.

Probabilistic Analysis of Abnormal Behaviour Detection in Activities of Daily Living

Chris D. Nugent, Matias Garcia-Constantino, Gareth Morrison, 2019, 2019 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops).

An Application of the Coherent Noise Model for the Prediction of Aftershock Magnitude Time Series

Nicholas V. Sarlis, Stavros-Richard G. Christopoulos, N. Sarlis, 2017, Complex..