Visualization of the significance of Receiver Operating Characteristics based on confidence ellipses. - Nicholas V. Sarlis; Stavros-Richard G. Christopoulos (Comput. Phys. Commun., 2014)

An Application of the Coherent Noise Model for the Prediction of Aftershock Magnitude Time Series. - Stavros-Richard G. Christopoulos; Nicholas V. Sarlis (Complex., 2017)

Detecting anomalies in time series data via a deep learning algorithm combining wavelets, neural networks and Hilbert transform. - Stratis Kanarachos; Stavros-Richard G. Christopoulos; Alexander Chroneos; Michael E. Fitzpatrick (Expert Syst. Appl., 2017)

Probabilistic Analysis of Abnormal Behaviour Detection in Activities of Daily Living. - Matias Garcia-Constantino; Alexandros Konios; Idongesit Ekerete; Stavros-Richard G. Christopoulos; Colin Shewell; Chris D. Nugent; Gareth Morrison (PerCom Workshops, 2019)

Probabilistic Analysis of Temporal and Sequential Aspects of Activities of Daily Living for Abnormal Behaviour Detection. - Alexandros Konios; Matias Garcia-Constantino; Stavros-Richard G. Christopoulos; Mustafa Asan Mustafa; Idongesit Ekerete; Colin Shewell; Chris D. Nugent; Gareth Morrison (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

Learning Driver Braking Behavior Using Smartphones, Neural Networks and the Sliding Correlation Coefficient: Road Anomaly Case Study. - Stavros-Richard G. Christopoulos; Stratis Kanarachos; Alexander Chroneos (IEEE Trans. Intell. Transp. Syst., 2019)

Learning Uncertainties in Wheel Odometry for Vehicular Localisation in GNSS Deprived Environments. - Uche Onyekpe; Vasile Palade; Stratis Kanarachos; Stavros-Richard G. Christopoulos (ICMLA, 2020)

Natural Time Analysis: The Area under the Receiver Operating Characteristic Curve of the Order Parameter Fluctuations Minima Preceding Major Earthquakes. - Nicholas V. Sarlis; Efthimios S. Skordas; Stavros-Richard G. Christopoulos; Panayiotis A. Varotsos (Entropy, 2020)

WhONet: Wheel Odometry Neural Network for Vehicular Localisation in GNSS-Deprived Environments. - Uche Onyekpe; Vasile Palade; Anuradha Herath; Stratis Kanarachos; Michael E. Fitzpatrick; Stavros-Richard G. Christopoulos (CoRR, 2021)

A Quaternion Gated Recurrent Unit Neural Network for Sensor Fusion. - Uche Onyekpe; Vasile Palade; Stratis Kanarachos; Stavros-Richard G. Christopoulos (Inf., 2021)

VISROC 2.0: Updated Software for the Visualization of the significance of Receiver Operating Characteristics based on confidence ellipses. - Stavros-Richard G. Christopoulos; George I. Tsagiannis; Konstantina Papadopoulou; Nicholas V. Sarlis (Comput. Phys. Commun., 2022)