46 citations · 67 across the 8 of their papers we have counts for
Showing 2023 · cs.LGShow all
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cs.LG2023★ 4 cited
Proximity Forest 2.0: A new effective and scalable similarity-based classifier for time series
Matthieu Herrmann, Chang Wei Tan, Mahsa Salehi +1
Time series classification (TSC) is a challenging task due to the diversity of types of feature that may be relevant for different classification tasks, including trends, variance,…
cs.LG2023★ 3 cited
Parameterizing the cost function of Dynamic Time Warping with application to time series classification
Matthieu Herrmann, Chang Wei Tan, Geoffrey I. Webb
Dynamic Time Warping (DTW) is a popular time series distance measure that aligns the points in two series with one another. These alignments support warping of the time dimension t…