863 citations · 1.1k across the 19 of their papers we have counts for
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cs.LG2023★ 1 cited
LoCoMotif: Discovering time-warped motifs in time series
Daan Van Wesenbeeck, Aras Yurtman, Wannes Meert +1
Time Series Motif Discovery (TSMD) refers to the task of identifying patterns that occur multiple times (possibly with minor variations) in a time series. All existing methods for…
cs.AI2023
Pruning-Based Extraction of Descriptions from Probabilistic Circuits
Sieben Bocklandt, Vincent Derkinderen, Koen Vanderstraeten +3
Concept learning is a general task with applications in various domains. As a motivating example we consider the application of music playlist generation, where a playlist is repre…