Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 6 Clean Water and Sanitation -
SDG 7 Affordable and Clean Energy -
SDG 17 Partnerships for the Goals
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The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.
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Collaborations and top research areas from the last five years
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Classifier Performance on Long-Tail Distributions
Pak, A., Tezekbayev, M., Bolatov, A., Melnykov, I., Dauletbek, K. & Assylbekov, Z., 2025, In: Statistical Analysis and Data Mining. 18, 4, e70037.Research output: Contribution to journal › Article › peer-review
Open Access -
Convergence of the EM algorithm in KL distance for overspecified Gaussian mixtures
Legg, A., Pak, A., Melnykov, I., Bolatov, A. & Assylbekov, Z., Oct 2025, In: Statistical Papers. 66, 6, 125.Research output: Contribution to journal › Article › peer-review
Open Access1 Link opens in a new tab Scopus citations -
Modeling time-dependent population proportions in a finite mixture model setting
Melnykov, I. & Steczek, S., 2025, (Accepted/In press) In: Advances in Data Analysis and Classification.Research output: Contribution to journal › Article › peer-review
Open Access -
Field-based selenium partitioning coefficients, trophic transfer factors, and otolith time-series analyses for a walleye community from an ecotonal plains reservoir, Colorado. III.
Herrmann, S. J., Nimmo, D. W. R., Herrmann-Hoesing, L. M., Melnykov, I. V. & Halden, N. M., Oct 19 2023, In: Western North American Naturalist. 83, 3, p. 365-387 23 p.Research output: Contribution to journal › Article › peer-review
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Long-Tail Theory Under Gaussian Mixtures
Bolatov, A., Tezekbayev, M., Melnykov, I., Pak, A., Nikoulina, V. & Assylbekov, Z., Sep 28 2023, ECAI 2023 - 26th European Conference on Artificial Intelligence, including 12th Conference on Prestigious Applications of Intelligent Systems, PAIS 2023 - Proceedings. Gal, K., Gal, K., Nowe, A., Nalepa, G. J., Fairstein, R. & Radulescu, R. (eds.). IOS Press BV, p. 109-116 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 372).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access1 Link opens in a new tab Scopus citations