320 citations · 854 across the 11 of their papers we have counts for
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cs.LG2014★ 6 cited
Finding Motif Sets in Time Series
Anthony Bagnall, Jon Hills, Jason Lines
Time-series motifs are representative subsequences that occur frequently in a time series; a motif set is the set of subsequences deemed to be instances of a given motif. We focus…
cs.LG2014★ 41 cited
An Experimental Evaluation of Nearest Neighbour Time Series Classification
Anthony Bagnall, Jason Lines
Data mining research into time series classification (TSC) has focussed on alternative distance measures for nearest neighbour classifiers. It is standard practice to use 1-NN with…