18 citations · 45 across the 5 of their papers we have counts for
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astro-ph.HE2023★ 11 cited
Multi-class classification of Fermi-LAT sources with hierarchical class definition
Dmitry V. Malyshev, Aakash Bhat
In the paper we develop multi-class classification of Fermi-LAT gamma-ray sources using machine learning with hierarchical determination of classes. One of the main challenges in t…
astro-ph.HE2022
Towards probabilistic multiclass classification of gamma-ray sources
Dmitry Malyshev, Aakash Bhat
Machine learning algorithms have been used to determine probabilistic classifications of unassociated sources. Often classification into two large classes, such as Galactic and ext…
astro-ph.HE2021★ 16 cited
Machine learning methods for constructing probabilistic Fermi-LAT catalogs
Aakash Bhat, Dmitry Malyshev
Classification of sources is one of the most important tasks in astronomy. Sources detected in one wavelength band, for example using gamma rays, may have several possible associat…