14 citations · 51 across the 8 of their papers we have counts for
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cs.LG2020
A Case-Study on the Impact of Dynamic Time Warping in Time Series Regression
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. In this paper, we illustrate this on s…
cs.LG2020
An Evaluation of Classification Methods for 3D Printing Time-Series Data
Vivek Mahato, Muhannad Ahmed Obeidi, Dermot Brabazon +1
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.…
cs.LG2020
Underestimation Bias and Underfitting in Machine Learning
Padraig Cunningham, Sarah Jane Delany
Often, what is termed algorithmic bias in machine learning will be due to historic bias in the training data. But sometimes the bias may be introduced (or at least exacerbated) by…