Articles with "kernel shift" as a keyword



HIKER: a halo-finding method based on kernel-shift algorithm

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Published in 2020 at "Research in Astronomy and Astrophysics"

DOI: 10.1088/1674-4527/20/4/46

Abstract: We introduce a new halo/subhalo finder, HIKER (a Halo fInder based on KERnel-shift algorithm), which takes advantage of a machine learning method -- the mean-shift algorithm combined with the Plummer kernel function, to effectively locate… read more here.

Keywords: shift algorithm; hiker; based kernel; kernel shift ... See more keywords