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AUTOMATIC CLASSIFICATION OF TIME-VARIABLE X-RAY SOURCES

AUTOMATIC CLASSIFICATION OF TIME-VARIABLE X-RAY SOURCES

To maximize the discovery potential of future synoptic surveys, especially in the field of transient science, it will be necessary to use automatic classification to identify some of the astronomical sources.The data mining technique of supervised classification is suitable for this problem.Here, we present a supervised learning method to automatically …