When is Early Classification of Time Series Meaningful?
In this work, we make a surprising claim. In spite of the fact that there are dozens of papers on early classification of time series, none of them could ever work in a real-world setting.
University of California, Riverside
Supporting pages for papers and projects in which I participated.
In this work, we make a surprising claim. In spite of the fact that there are dozens of papers on early classification of time series, none of them could ever work in a real-world setting.
In this work, we make a surprising claim. The majority of the individual exemplars in datasets created by Yahoo, Numenta, NASA, etc., suffer from one or more of four flaws.
In this work, we make a surprising claim. In any realistic data mining application, the approximate FastDTW is orders of magnitude slower than the exact DTW.