Stavros-Richard G. Christopoulos

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 10

Top Topics

Detecting Anomalies

Hilbert Transform

Top Venues

Comput. Phys. Commun.

SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI

Publications

Stavros-Richard G. Christopoulos, George I. Tsagiannis, Konstantina Papadopoulou, Nicholas V. Sarlis
VISROC 2.0: Updated Software for the Visualization of the significance of Receiver Operating Characteristics based on confidence ellipses. Comput. Phys. Commun. 280 (2022)
Uche Onyekpe, Vasile Palade, Anuradha Herath, Stratis Kanarachos, Michael E. Fitzpatrick, Stavros-Richard G. Christopoulos
WhONet: Wheel Odometry Neural Network for Vehicular Localisation in GNSS-Deprived Environments. CoRR (2021)
Uche Onyekpe, Vasile Palade, Stratis Kanarachos, Stavros-Richard G. Christopoulos
A Quaternion Gated Recurrent Unit Neural Network for Sensor Fusion. Inf. 12 (3) (2021)
Uche Onyekpe, Vasile Palade, Stratis Kanarachos, Stavros-Richard G. Christopoulos
Learning Uncertainties in Wheel Odometry for Vehicular Localisation in GNSS Deprived Environments. ICMLA (2020)
Nicholas V. Sarlis, Efthimios S. Skordas, Stavros-Richard G. Christopoulos, Panayiotis A. Varotsos
Natural Time Analysis: The Area under the Receiver Operating Characteristic Curve of the Order Parameter Fluctuations Minima Preceding Major Earthquakes. Entropy 22 (5) (2020)
Stavros-Richard G. Christopoulos, Stratis Kanarachos, Alexander Chroneos
Learning Driver Braking Behavior Using Smartphones, Neural Networks and the Sliding Correlation Coefficient: Road Anomaly Case Study. IEEE Trans. Intell. Transp. Syst. 20 (1) (2019)
Matias Garcia-Constantino, Alexandros Konios, Idongesit Ekerete, Stavros-Richard G. Christopoulos, Colin Shewell, Chris D. Nugent, Gareth Morrison
Probabilistic Analysis of Abnormal Behaviour Detection in Activities of Daily Living. PerCom Workshops (2019)
Alexandros Konios, Matias Garcia-Constantino, Stavros-Richard G. Christopoulos, Mustafa Asan Mustafa, Idongesit Ekerete, Colin Shewell, Chris D. Nugent, Gareth Morrison
Probabilistic Analysis of Temporal and Sequential Aspects of Activities of Daily Living for Abnormal Behaviour Detection. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2019)
Stavros-Richard G. Christopoulos, Nicholas V. Sarlis
An Application of the Coherent Noise Model for the Prediction of Aftershock Magnitude Time Series. Complex. 2017 (2017)
Stratis Kanarachos, Stavros-Richard G. Christopoulos, Alexander Chroneos, Michael E. Fitzpatrick
Detecting anomalies in time series data via a deep learning algorithm combining wavelets, neural networks and Hilbert transform. Expert Syst. Appl. 85 (2017)
Nicholas V. Sarlis, Stavros-Richard G. Christopoulos
Visualization of the significance of Receiver Operating Characteristics based on confidence ellipses. Comput. Phys. Commun. 185 (3) (2014)