Alexander Chroneos

Publication Activity (10 Years)

Years Active: 2015-2019
Publications (10 Years): 4

Top Topics

Learning Algorithm

Multiresolution

Detecting Anomalies

Hilbert Transform

Top Venues

Eng. Appl. Artif. Intell.

IEEE Trans. Intell. Transp. Syst.

Expert Syst. Appl.

Publications

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)
Miltiadis Alamaniotis, Jino Mathew, Alexander Chroneos, Michael E. Fitzpatrick, Lefteri H. Tsoukalas
Probabilistic kernel machines for predictive monitoring of weld residual stress in energy systems. Eng. Appl. Artif. Intell. 71 (2018)
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)
Stratis Kanarachos, Jino Mathew, Alexander Chroneos, Michael E. Fitzpatrick
Anomaly detection in time series data using a combination of wavelets, neural networks and Hilbert transform. IISA (2015)