63 citations
- Lomonosov Moscow State UniversityRU14 papers
- Frumkin Institute of Physical Chemistry and ElectrochemistryRU10 papers
- RWTH Aachen UniversityDE10 papers
- DWI – Leibniz Institute for Interactive MaterialsDE8 papers
- Russian Academy of SciencesRU7 papers
- Centre National de la Recherche ScientifiqueFR5 papers
- Moscow Institute of Physics and TechnologyRU4 papers
- National Research University Higher School of EconomicsRU4 papers
- Space Research InstituteRU4 papers
- Université Clermont AuvergneFR4 papers
- Brookhaven National LaboratoryUS3 papers
- Johannes Gutenberg University MainzDE3 papers
Showing 2019Show all
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astro-ph.IM2019★ 46 cited
Active Anomaly Detection for time-domain discoveries
Emille E. O. Ishida, Matwey V. Kornilov, Konstantin L. Malanchev +7
We present the first evidence that adaptive learning techniques can boost the discovery of unusual objects within astronomical light curve data sets. Our method follows an active l…
astro-ph.HE2019★ 43 cited
Anomaly Detection in the Open Supernova Catalog
Maria V. Pruzhinskaya, Konstantin L. Malanchev, Matwey V. Kornilov +4
In the upcoming decade large astronomical surveys will discover millions of transients raising unprecedented data challenges in the process. Only the use of the machine learning al…