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 astro-ph.IMShow all
3 papers · 1 filter
astro-ph.IM2021★ 10 cited
SNAD Transient Miner: Finding Missed Transient Events in ZTF DR4 using k-D trees
P. D. Aleo, K. L. Malanchev, M. V. Pruzhinskaya +7
We report the automatic detection of 11 transients (7 possible supernovae and 4 active galactic nuclei candidates) within the Zwicky Transient Facility fourth data release (ZTF DR4…
astro-ph.IM2020★ 58 cited
Anomaly detection in the Zwicky Transient Facility DR3
K. L. Malanchev, M. V. Pruzhinskaya, V. S. Korolev +11
We present results from applying the SNAD anomaly detection pipeline to the third public data release of the Zwicky Transient Facility (ZTF DR3). The pipeline is composed of 3 stag…
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…