Variable Star Signature Classification using Slotted Symbolic Markov Modeling

New Astronomy（2017）

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摘要

•We present a new feature space for the supervised classification of stellar variables.•Two surveys are used: data from the UCR database and data from the LINEAR survey.•Improved linear separation is generated using the new feature space.

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关键词

Stellar variability,Supervised classification,Markov modeling,Time-domain analysis

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