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http://dx.doi.org/10.5303/PKAS.2017.32.1.049

THE AKARI FIS CATALOGUE OF YSOS AND EXTRAGALACTIC OBJECTS  

Toth, L. Viktor (Department of Astronomy, Eotvos University Budapest)
Marton, Gabor (Konkoly Observatory, Research Centre for Astronomy and Earth Sciences, Hungarian Academy of Sciences)
Zahorecz, Sarolta (Department of Astronomy, Eotvos University Budapest)
Balazs, Lajos G. (Department of Astronomy, Eotvos University Budapest)
Nagy, Andrea (Ferenc Rakoczi II. Transcarpathian Hungarian Institute)
Publication Information
Publications of The Korean Astronomical Society / v.32, no.1, 2017 , pp. 49-53 More about this Journal
Abstract
The point sources in the Bright Source Catalogue of the AKARI Far-Infrared Surveyor (FIS) were classified based on their FIR and mid-IR fluxes and colours into young stellar object (YSO) and extragalactic source types using a Quadratic Discriminant Analysis method (QDA) and Support Vector Machines (SVM). The reliability of the selection of YSO candidates is high, and the number of known YSO candidates were increased significantly, that we demonstrate in the case of the nearby open cluster IC348. Our results show that we can separate galactic and extragalactic AKARI point sources in the multidimensioal space of FIR fluxes and colours with high reliability, however, differentiating among the extragalactic sub-types needs further information.
Keywords
infrared: galaxies; open clusters and associations: individual: IC348; stars: formation;
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