Pulsars Detection by Machine Learning with Very Few Features
Monthly Notices of the Royal Astronomical Society(2020)
Abstract
It is an active topic to investigate the schemes based on machine learning (ML) methods for detecting pulsars as the data volume growing exponentially in modern surveys. To improve the detection performance, input features into an ML model should be investigated specifically. In the existing pulsar detection researches based on ML methods, there are mainly two kinds of feature designs: the empiric...
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Key words
methods: data analysis,pulsars: general
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