| Machine learning technique for morphological classification of galaxies from the SDSS-I. Photometry-based approach IB Vavilova, DV Dobrycheva, MY Vasylenko, AA Elyiv, OV Melnyk, ... Astronomy & Astrophysics 648, A122, 2021 | 40 | 2021 |
| New exocomets of β Pic Y Pavlenko, I Kulyk, O Shubina, M Vasylenko, D Dobrycheva, P Korsun Astronomy & Astrophysics 660, A49, 2022 | 20 | 2022 |
| Deep learning for morphological classification of galaxies from SDSS V Khramtsov, DV Dobrycheva, MY Vasylenko, VS Akhmetov Одеські астрономічні публікації 32, 21-23, 2019 | 16 | 2019 |
| Machine learning technique for morphological classification of galaxies from SDSS. II. The image-based morphological catalogs of galaxies at 0.02< z< 0.1 IB Vavilova, V Khramtsov, DV Dobrycheva, MY Vasylenko, AA Elyiv, ... arXiv preprint arXiv:2203.06373, 2022 | 11 | 2022 |
| Behind the zone of avoidance of the milky Way: What can we restore by direct and indirect methods? IB Vavilova, AA Elyiv, MY Vasylenko Радиофизика и радиоастрономия, 2018 | 10 | 2018 |
| Machine learning technique for morphological classification of galaxies from the SDSS. III. Image-based inference of detailed features V Khramtsov, IB Vavilova, DV Dobrycheva, MY Vasylenko, OV Melnyk, ... arXiv preprint arXiv:2209.12194, 2022 | 8 | 2022 |
| Multiwavelength extragalactic surveys: examples of data mining I Vavilova, D Dobrycheva, M Vasylenko, A Elyiv, O Melnyk Knowledge Discovery in Big Data from Astronomy and Earth Observation, 307-323, 2020 | 8 | 2020 |
| Verification of Machine Learning Methods for Binary Morphological Classification of Galaxies from SDSS MY Vasylenko, DV Dobrycheva, IB Vavilova, OV Melnyk, AA Elyiv Odessa Astronomical Publications 32, 46, 2019 | 8 | 2019 |
| Deep Convolutional Neural Networks models for the binary morphological classification of SDSS-galaxies M Vasylenko, D Dobrycheva, V Khramtsov, I Vavilova Commun. BAO 67 (354), 25792776-2020.67, 2020 | 6 | 2020 |
| VizieR Online Data Catalog: SDSS galaxies morphological classification (Vavilova+, 2021) IB Vavilova, DV Dobrycheva, MY Vasylenko, AA Elyiv, OV Melnyk, ... VizieR Online Data Catalog, J/A+ A/648/A122, 2021 | 5 | 2021 |
| VizieR Online Data Catalog: Galaxies at 0.02< z< 0.1 morphological catalog (Vavilova+, 2022) IB Vavilova, V Khramtsov, DV Dobrycheva, MY Vasylenko, AA Elyiv, ... VizieR Online Data Catalog (other) 710, J/other/KNIT/28, 2022 | 3 | 2022 |
| Machine learning for the extragalactic astronomy educational manual M Vasylenko, D Dobrycheva Proceedings of the International Astronomical Union 15 (S367), 461-463, 2019 | 2 | 2019 |
| 2018, Radio Phys IB Vavilova, AA Elyiv, MY Vasylenko Radio Astron 23, 244, 0 | 2 | |
| Hunting for exocomet transits in the TESS database using the Random Forest method DV Dobrycheva, MY Vasylenko, IV Kulyk, YV Pavlenko, OS Shubina, ... Kosmichna Nauka i Tekhnologiya 29 (6), 68-79, 2023 | 1 | 2023 |
| The CNN classification of galaxies by their image morphological peculiarities D Dobrycheva, V Khramtsov, M Vasylenko, I Vavilova Proceedings of the International Astronomical Union 16 (S362), 111-115, 2020 | 1 | 2020 |
| An algorithm for automatic identification of asymmetric transits in the TESS database M Vasylenko, Y Pavlenko, D Dobrycheva, I Kulyk, O Shubina, P Korsun Proceedings of the International Astronomical Union 15 (S364), 264-266, 2019 | 1 | 2019 |
| Numerical simulations of exocomet transits: Insights from β Pic and KIC 3542116 I Luk’yanyk, I Kulyk, O Shubina, Y Pavlenko, M Vasylenko, D Dobrycheva, ... | | 2024 |
| Machine Learning of Galaxy Classification by their Images and Photometry IB Vavilova, DV Dobrycheva, V Khramtsov, MY Vasylenko, AA Elyiv Astronomical Society of the Pacific Conference Series 535, 103, 2024 | | 2024 |
| Hunting for exocomet transits in the TESS database using the Random Forest method DV Dobrycheva, MY Vasylenko, IV Kulyk, YV Pavlenko, OS Shubina, ... arXiv preprint arXiv:2402.19075, 2024 | | 2024 |
| New exocomets of β Pic P Ya, I Kulyk, O Shubina, M Vasylenko, D Dobrycheva, P Korsun | | 2022 |
