A Case-Study on the Impact of Dynamic Time Warping in Time Series Regression

no code implementations • 11 Oct 2020 • Vivek Mahato, Pádraig Cunningham

It is well understood that Dynamic Time Warping (DTW) is effective in revealing similarities between time series that do not align perfectly.

Dynamic Time Warping regression +2

An Evaluation of Classification Methods for 3D Printing Time-Series Data

no code implementations • 2 Oct 2020 • Vivek Mahato, Muhannad Ahmed Obeidi, Dermot Brabazon, Padraig Cunningham

Additive Manufacturing presents a great application area for Machine Learning because of the vast volume of data generated and the potential to mine this data to control outcomes.

BIG-bench Machine Learning Dynamic Time Warping +4