197 citations · 1.3k across the 38 of their papers we have counts for
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astro-ph.IM2020★ 79 cited
Astronomaly: Personalised Active Anomaly Detection in Astronomical Data
Michelle Lochner, Bruce A. Bassett
Survey telescopes such as the Vera C. Rubin Observatory and the Square Kilometre Array will discover billions of static and dynamic astronomical sources. Properly mined, these enor…
astro-ph.IM2020★ 36 cited
Unsupervised machine learning for transient discovery in Deeper, Wider, Faster light curves
Sara Webb, Michelle Lochner, Daniel Muthukrishna +7
Identification of anomalous light curves within time-domain surveys is often challenging. In addition, with the growing number of wide-field surveys and the volume of data produced…