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)

Prediction of welding residual stresses using machine learning: Comparison between neural networks and neuro-fuzzy systems. - Jino Mathew; James M. Griffin; Miltiadis Alamaniotis; Stratis Kanarachos; Michael E. Fitzpatrick (Appl. Soft Comput., 2018)

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)

Instantaneous vehicle fuel consumption estimation using smartphones and recurrent neural networks. - Stratis Kanarachos; Jino Mathew; Michael E. Fitzpatrick (Expert Syst. Appl., 2019)