Publications

Vavilova I.B., Khramtsov V., Dobrycheva D.V., Vasylenko M.Yu., Elyiv A.A., Melnyk O.V. VizieR Online Data Catalog: Galaxies (Vavilova, 2022) // VizieR On-line Data Catalog (2022)
Khramtsov V., Vavilova I.B., Dobrycheva D.V., Vasylenko M.Yu., Melnyk O.V., Elyiv A.A., Akhmetov V.S., Dmytrenko A.M. Machine learning technique for morphological classification of galaxies from the SDSS. III. Image-based inference of detailed features // eprint arXiv:2209.12194 (2022)
Vavilova I.B., Khramtsov V., Dobrycheva D.V., Vasylenko M.Yu., Elyiv A.A., Melnyk O.V. Machine learning technique for morphological classification of galaxies from SDSS. II. The image-based morphological catalogs of galaxies at 0.02 // Space Science & Technology, Volume 28, No. 1, pp.03-22 (2022)

Pavlenko Ya., Kulyk I., Shubina O., Vasylenko M., Dobrycheva D., Korsun P. New exocomets of β Pic // Astronomy & Astrophysics, Volume 660, id.A49, 8 pp. (2022)

Vasylenko M., Pavlenko Ya., Dobrycheva D., Kulyk I., Shubina O., Korsun P. An algorithm for automatic identification of asymmetric transits in the TESS database // Multi-Scale (Time and Mass) Dynamics of Space Objects. Proceedings of the International Astronomical Union, Volume 364, pp. 264-266 (2022)

Vavilova Irina, Elyiv Andrii, Dobrycheva Daria, Melnyk Olga The Voronoi tessellation method in astronomy // Intelligent Astrophysics. Edited by I. Zelinka, M. Brescia and D. Baron. Emergence, Complexity and Computation, Volume 39. ISBN: 978-3-030-65867-0. Springer, p. 57-79 (2021)

Vavilova I.B., Dobrycheva D.V., Vasylenko M.Yu., Elyiv A.A., Melnyk O.V., Khramtsov V. Machine learning technique for morphological classification of galaxies from the SDSS. I. Photometry-based approach // Astronomy & Astrophysics, 648, id.A122, 14 pp. (2021)

Vavilova I.B., Dobrycheva D.V., Vasylenko M.Yu., Elyiv A.A., Melnyk O.V., Khramtsov V.VizieR Online Data Catalog: SDSS galaxies morphological classification // VizieR On-line Data Catalog (2021)

Vasylenko Maksym, Dobrycheva Daria Machine learning for the extragalactic astronomy educational manual // Education and Heritage in the Era of Big Data in Astronomy: The First Steps of the IAU 2020-2030 Strategic Plan. Proceedings of the International Astronomical Union, Volume 367, pp. 461-463 (2021)

Vasylenko M., Dobrycheva D., Khramtsov V., Vavilova I. Deep Convolutional Neural Networks models for the binary morphological classification of SDSS-galaxies // Communications of the Byurakan Astrophysical Observatory, Volume 67, Issue 2, pp. 354-358 (2020)

Vavilova Irina, Pakuliak Ludmila, Babyk Iurii, Elyiv Andrii,Dobrycheva Daria, MelnykOlga.Chapter 5 - Surveys, Catalogues, Databases, and Archives of Astronomical Data // Knowledge Discovery in Big Data from Astronomy and Earth Observation, 1st Edition. Edited by Petr Skoda and Fathalrahman Adam. ISBN: 978-0-128-19154-5. Elsevier, p.57-102 (2020)

Vavilova Irina, Dobrycheva Daria, Vasylenko Maksym, Elyiv Andrii, Melnyk Olga.Chapter 16 - Multiwavelength Extragalactic Surveys: Examples of Data Mining // Knowledge Discovery in Big Data from Astronomy and Earth Observation, 1st Edition. Edited by Petr Skoda and Fathalrahman Adam. ISBN: 978-0-128-19154-5. Elsevier, p.307-323 (2020)

Elyiv A., Melnyk O., Vavilova I., Dobrycheva D., Karachentseva V.Machine learning computation of distance modulus for local galaxies. // Astronomy & Astrophysics, Volume 635, id.A124, 7 pp. (2020)

Elyiv A., Melnyk O., Vavilova I., Dobrycheva D., Karachentseva V.Machine learning computation of distance modulus for local galaxies. // eprint arXiv:1910.07317 (2019)

Dobrycheva D.V., Vavilova I.B., Melnyk O.V., Elyiv A.A.Morphological Type and Color Indices of the SDSS DR9 Galaxies at 0.02 < z ≤ 0.06 // Kinematics and Physics of Celestial Bodies, vol. 34, issue 6, pp. 290-301 (2018)

Vavilova, I. B.; Elyiv, A. A.; Dobrycheva, D. V.; Melnyk, O. V.Voronoi tessellation in a spatial galaxy distribution // Institute of Mathematics Conferences, Sixth International Conference on Analytic Number Theory and Spatial Tessellations, p. 68-68 (2018)

Dobrycheva D.V., Vavilova I.B., Melnyk O.V., Elyiv A.A.Machine learning technique for morphological classification of galaxies at z<0.1 from the SDSS. // eprint arXiv:1712.08955 (2017)

Dobrycheva D. Morphological content and color indices bimodality of a new galaxy sample at the redshifts z < 0.1 // PhD Thesis in Phys.-Math. Sciences, Main Astronomical Observatory, NAS of Ukraine, 132pp. (2017)

Dobrycheva D., Melnyk O., Elyiv A., Vavilova I. Environmental density of galaxies from SDSS via Voronoi tessellation // The Zeldovich Universe: Genesis and Growth of the Cosmic Web, Proceedings of the International Astronomical Union, IAU Symposium, Volume 308, pp. 248-249 (2016)

Dobrycheva D.V., Vavilova I.B. No the Holmberg Effect for Galaxy Pairs Selected from the SDSS DR9 at z ≤ 0.06 // Odessa Astronomical Publications, Volume 29, pp. 37-41 (2016)

Vavilova I.B., Ivashchenko G.Yu., Babyk Yu.V., Sergijenko O., Dobrycheva D.V., Torbaniuk O.O., Vasylenko A.A., Pulatova N.G. The astrocosmic databases for multi-wavelength and cosmological properties of extragalactic sources // Kosm. nauka tehnol., Volume 21, Issue 5, pp. 94-107 (2015)

Dobrycheva D., Melnyk O., Vavilova I., Elyiv A. Environmental Density vs. Colour Indices of the Low Redshifts Galaxies // Astrophysics, Volume 58, Issue 2, pp. 168-180 (2015)

Dobrycheva D.V., Melnyk O.V., Vavilova I.B., Elyiv A.A. Environmental properties of galaxies at z≤0.1 from the SDSS via the Voronoi tessellation // Odessa Astronomical Publications, Volume 27, pp. 26-27 (2014)

Dobrycheva D.V. The New Galaxy Sample from SDSS DR9 at 0.003<=z<=0.1 // Odessa Astronomical Publications, Volume 26, pp. 187-189 (2013)

Melnyk O., Dobrycheva D.V., Vavilova I. Morphology and color indices of galaxies in Pairs: Criteria for the classification of galaxies // Astrophysics, Volume 55, Issue 3, pp. 293-305 (2012)

Dobrycheva D.V., Melnyk O. Criteria for galaxy classification in SDSS // Advances in Astronomy and Space Physics, Volume 2, pp. 42-44 (2012)