Generation of a Supervised Classification Algorithm for Time-Series Variable Stars with an Application to the LINEAR Dataset.

New Astronomy（2017）

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摘要

•We present a new supervised classification methodology for the analysis of time series variables.•We apply this analysis to the LINEAR survey dataset.•An anomaly detection algorithm is developed, as are improved estimates of performance.

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关键词

Supervised classification,Anomaly detection,Statistical performance,Stellar variability

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