287 citations · 647 across the 12 of their papers we have counts for
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cs.LG2017★ 116 cited
Multivariate Time Series Classification with WEASEL+MUSE
Patrick Schäfer, Ulf Leser
Multivariate time series (MTS) arise when multiple interconnected sensors record data over time. Dealing with this high-dimensional data is challenging for every classifier for at…
cs.DS2017★ 287 cited
Fast and Accurate Time Series Classification with WEASEL
Patrick Schäfer, Ulf Leser
Time series (TS) occur in many scientific and commercial applications, ranging from earth surveillance to industry automation to the smart grids. An important type of TS analysis i…