Transient Detection Modeling as Imbalance Data Classification
Aireen B. Tabacolde, Tossapon Boongoen, Natthakan Iam-On, James R. Mullaney, Utane Sawangwit, Krzysztof Ulaczyk · 2018 1st IEEE International Conference on Knowledge Innovation and Invention (ICKII) · 2018
Acquisition of large astronomical data prompted astronomers to join the global trend of big data science and artificial intelligence. The Gravitational-wave Optical Transient Observers is a visual counterpart in capturing transient events provides millions of observed sources which are then systematically process and analyze in reference to simulated data in order to identify real sources. Basically, this study focuses in utilizing conventional data mining applications.