287 citations · 647 across the 12 of their papers we have counts for
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cs.LG2022★ 40 cited
ClaSP -- Parameter-free Time Series Segmentation
Arik Ermshaus, Patrick Schäfer, Ulf Leser
The study of natural and human-made processes often results in long sequences of temporally-ordered values, aka time series (TS). Such processes often consist of multiple states, e…
cs.LG2022★ 1 cited
Motiflets -- Simple and Accurate Detection of Motifs in Time Series
Patrick Schäfer, Ulf Leser
A time series motif intuitively is a short time series that repeats itself approximately the same within a larger time series. Such motifs often represent concealed structures, suc…