Query-sensitive distance measure selection for time series nearest neighbor classification

Abstract

Many distance or similarity measures have been proposed for time series similarity search. However, none of these measures is guaranteed to be optimal when used for 1-Nearest Neighbor (NN) classification. In this paper we study the problem of selecting the most appropriate distance measure, given a pool of time series distance measures and a query, so as to… (More)
DOI: 10.3233/IDA-150791

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