9 citations · 9 across the 2 of their papers we have counts for
3 papers
astro-ph.IM2020
Advanced Astroinformatics for Variable Star Classification
Kyle Burton Johnston
This project outlines the complete development of a variable star classification algorithm methodology. With the advent of Big-Data in astronomy, professional astronomers are left…
astro-ph.IM2019
Variable Star Classification Using Multi-View Metric Learning
K. B. Johnston, S. M. Caballero-Nieves, V. Petit +2
Our multi-view metric learning framework enables robust characterization of star categories by directly learning to discriminate in a multi-faceted feature space, thus, eliminating…
astro-ph.IM2019★ 9 cited
A Detection Metric Designed for O'Connell Effect Eclipsing Binaries
Kyle B. Johnston, Rana Haber, Saida M. Caballero-Nieves +3
We present the construction of a novel time-domain signature extraction methodology and the development of a supporting supervised pattern detection algorithm. We focus on the targ…