476 citations · 2k across the 27 of their papers we have counts for
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cs.LG2022★ 95 cited
A Review and Evaluation of Elastic Distance Functions for Time Series Clustering
Chris Holder, Matthew Middlehurst, Anthony Bagnall
Time series clustering is the act of grouping time series data without recourse to a label. Algorithms that cluster time series can be classified into two groups: those that employ…
cs.LG2022★ 38 cited
The FreshPRINCE: A Simple Transformation Based Pipeline Time Series Classifier
Matthew Middlehurst, Anthony Bagnall
There have recently been significant advances in the accuracy of algorithms proposed for time series classification (TSC). However, a commonly asked question by real world practiti…