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cs.CG2023
Fast Approximations and Coresets for (k, l)-Median under Dynamic Time Warping
Jacobus Conradi, Benedikt Kolbe, Ioannis Psarros +1
We present algorithms for the computation of -coresets for -median clustering of point sequences in under the -dynamic time warping (DTW) distance…
cs.CG2023★ 1 cited
Finding Complex Patterns in Trajectory Data via Geometric Set Cover
Jacobus Conradi, Anne Driemel
Clustering trajectories is a central challenge when faced with large amounts of movement data such as GPS data. We study a clustering problem that can be stated as a geometric set…
cs.CG2023
-ANN Data Structure for Curves via Subspaces of Bounded Doubling Dimension
Jacobus Conradi, Anne Driemel, Benedikt Kolbe
We consider the -Approximate Nearest Neighbour (ANN) Problem for polygonal curves in -dimensional space under the Fréchet distance and ask to what extent known…