Anomaly detection in time series data using a combination of wavelets, neural networks and Hilbert transform. - Stratis Kanarachos; Jino Mathew; Alexander Chroneos; Michael E. Fitzpatrick (IISA, 2015)

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 kernel machines for predictive monitoring of weld residual stress in energy systems. - Miltiadis Alamaniotis; Jino Mathew; Alexander Chroneos; Michael E. Fitzpatrick; Lefteri H. Tsoukalas (Eng. Appl. Artif. Intell., 2018)

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)