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Early prediction on time series: a nearest neighbor approach

IJCAI, pp.1297-1302, (2009)

Cited: 126|Views44
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Abstract

In this paper, we formulate the problem of early classification of time series data, which is important in some time-sensitive applications such as health-informatics. We introduce a novel concept of MPL (Minimum Prediction Length) and develop ECTS (Early Classification on Time Series), an effective 1-nearest neighbor classification metho...More

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