9 citations · 20 across the 5 of their papers we have counts for
Showing 2017 · cs.LGShow all
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cs.LG2017★ 5 cited
Optimal Warping Paths are unique for almost every Pair of Time Series
Brijnesh J. Jain, David Schultz
Update rules for learning in dynamic time warping spaces are based on optimal warping paths between parameter and input time series. In general, optimal warping paths are not uniqu…
cs.LG2017★ 2 cited
Asymmetric Learning Vector Quantization for Efficient Nearest Neighbor Classification in Dynamic Time Warping Spaces
Brijnesh Jain, David Schultz
The nearest neighbor method together with the dynamic time warping (DTW) distance is one of the most popular approaches in time series classification. This method suffers from high…