Machine learning technique for morphological classification of galaxies from the SDSS: I. Photometry-based approach
Vavilova, I. B., Dobrycheva, D. V., Vasylenko, M. Yu, Elyiv, A. A., Melnyk, O. V., Khramtsov, V.
Published in Astronomy and astrophysics (Berlin) (01.04.2021)
Published in Astronomy and astrophysics (Berlin) (01.04.2021)
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Journal Article
Numerical simulations of exocomet transits: Insights from β Pic and KIC 3542116
Luk’yanyk, I., Kulyk, I., Shubina, O., Pavlenko, Ya, Vasylenko, M., Dobrycheva, D., Korsun, P.
Published in Astronomy and astrophysics (Berlin) (01.08.2024)
Published in Astronomy and astrophysics (Berlin) (01.08.2024)
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Journal Article
Machine-learning computation of distance modulus for local galaxies
Elyiv, A. A., Melnyk, O. V., Vavilova, I. B., Dobrycheva, D. V., Karachentseva, V. E.
Published in Astronomy and astrophysics (Berlin) (01.03.2020)
Published in Astronomy and astrophysics (Berlin) (01.03.2020)
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Journal Article
The CNN classification of galaxies by their image morphological peculiarities
Dobrycheva, D., Khramtsov, V., Vasylenko, M., Vavilova, I.
Published in Proceedings of the International Astronomical Union (01.06.2020)
Published in Proceedings of the International Astronomical Union (01.06.2020)
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Journal Article
Machine learning technique for morphological classification of galaxies from SDSS. II. The image-based morphological catalogs of galaxies at 0.02<z<0.1
VAVILOVA, I. B., KHRAMTSOV, V., DOBRYCHEVA, D. V., VASYLENKO, M. Yu, ELYIV, A. A., MELNYK, O. V.
Published in Kosmìčna nauka ì tehnologìâ (01.01.2022)
Published in Kosmìčna nauka ì tehnologìâ (01.01.2022)
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Journal Article
Machine learning technique for morphological classification of galaxies from the SDSS. III. The CNN image-based inference of detailed features
KHRAMTSOV, V., VAVILOVA, I. B., DOBRYCHEVA, D. V., VASYLENKO, M. YU, MELNYK, O. V., ELYIV, A. A., AKHMETOV, V. S., DMYTRENKO, A. M.
Published in Kosmìčna nauka ì tehnologìâ (01.01.2022)
Published in Kosmìčna nauka ì tehnologìâ (01.01.2022)
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Journal Article
Morphological Type and Color Indices of the SDSS DR9 Galaxies at 0.02 < z ≤ 0.06
Dobrycheva, D. V., Vavilova, I. B., Melnyk, O. V., Elyiv, A. A.
Published in Kinematics and physics of celestial bodies (01.11.2018)
Published in Kinematics and physics of celestial bodies (01.11.2018)
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Journal Article
Environmental Density vs. Colour Indices of the Low Redshifts Galaxies
Dobrycheva, D. V., Melnyk, O. V., Vavilova, I. B., Elyiv, A. A.
Published in Astrophysics (01.06.2015)
Published in Astrophysics (01.06.2015)
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Journal Article
Environmental density of galaxies from SDSS via Voronoi tessellation
Dobrycheva, D., Melnyk, O., Elyiv, A., Vavilova, I.
Published in Proceedings of the International Astronomical Union (01.06.2014)
Published in Proceedings of the International Astronomical Union (01.06.2014)
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Journal Article
DEEP LEARNING FOR MORPHOLOGICAL CLASSIFICATION OF GALAXIES FROM SDSS
Khramtsov, V., Dobrycheva, D. V., Vasylenko, M. Yu, Akhmetov, V. S.
Published in Odessa astronomical publications (30.10.2019)
Published in Odessa astronomical publications (30.10.2019)
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Journal Article
Hunting for exocomet transits in the TESS database using the Random Forest method
Dobrycheva, D V, M Yu Vasylenko, Kulyk, I V, Pavlenko, Ya V, Shubina, O S, Luk'yanyk, I V, Korsun, P P
Published in arXiv.org (29.02.2024)
Published in arXiv.org (29.02.2024)
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Journal Article
New exocomets of β Pic
Pavlenko, Ya, Kulyk, I., Shubina, O., Vasylenko, M., Dobrycheva, D., Korsun, P.
Published in Astronomy and astrophysics (Berlin) (01.04.2022)
Published in Astronomy and astrophysics (Berlin) (01.04.2022)
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Journal Article
Machine learning technique for morphological classification of galaxies from SDSS. II. The image-based morphological catalogs of galaxies at 0.02<z<0.1
Vavilova, I B, Khramtsov, V, Dobrycheva, D V, M Yu Vasylenko, Elyiv, A A, Melnyk, O V
Published in arXiv.org (12.03.2022)
Published in arXiv.org (12.03.2022)
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Journal Article
Machine learning technique for morphological classification of galaxies from the SDSS. III. Image-based inference of detailed features
Khramtsov, V, Vavilova, I B, Dobrycheva, D V, M Yu Vasylenko, Melnyk, O V, Elyiv, A A, Akhmetov, V S, Dmytrenko, A M
Published in arXiv.org (25.09.2022)
Published in arXiv.org (25.09.2022)
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Journal Article
Machine learning technique for morphological classification of galaxies from the SDSS. I. Photometry-based approach
Vavilova, I B, Dobrycheva, D V, M Yu Vasylenko, Elyiv, A A, Melnyk, O V, Khramtsov, V
Published in arXiv.org (08.06.2021)
Published in arXiv.org (08.06.2021)
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Journal Article