An Evaluation of Low Overhead Time Series Preprocessing Techniques for Downstream Machine Learning

Matthew L. Weiss, Joseph McDonald, David Bestor +8

In this paper we address the application of pre-processing techniques to multi-channel time series data with varying lengths, which we refer to as the alignment problem, for downst…