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arXiv · 1111.3699

Real Time Classification of Transient Events in Synoptic Sky Surveys

Ashish A. Mahabal·C. Donalek·S. G. Djorgovski·A. J. Drake·M. J. Graham·R. Williams·Y. Chen·B. Moghaddam·M. Turmon
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Abstract

An automated, rapid classification of transient events detected in the modern synoptic sky surveys is essential for their scientific utility and effective follow-up using scarce resources. This problem will grow by orders of magnitude with the next generation of surveys. We are exploring a variety of novel automated classification techniques, mostly Bayesian, to respond to these challenges, using the ongoing CRTS sky survey as a testbed. We describe briefly some of the methods used.

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Ashish A. Mahabal, C. Donalek, S. G. Djorgovski, A. J. Drake, M. J. Graham, R. Williams, Y. Chen, B. Moghaddam, M. Turmon. 2011-11-16. Real Time Classification of Transient Events in Synoptic Sky Surveys. https://doi.org/10.1017/s1743921312001056

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