Science activity

Articles (7) More info

1	Berikov V.B. , Kutnenko O.A. Feature selection and sample self-correction in multiple instance learning with weak labeling In compilation Информатика и прикладная математика: Материалы XI Междунар. науч.-практ. конф. (07.10 – 11.10.2026 г.). В 2-х т.: т. 1. – Алматы, 2026. – 422 с.; т. 2-358с.. 2026. – Т.1. – C.211-217.
2	Berikov V.B. , Kutnenko O.A. , Semenova J.F. , Klimontov V.V. Machine Learning Models for Nocturnal Hypoglycemia Prediction in Hospitalized Patients with Type 1 Diabetes In compilation Selected papers from the 2nd conference with international participation “Basic research in endocrinology: a modern strategy for the development and technologies of personalized medicine”. – MDPI AG, Базель., 2025. – C.129-139. – ISBN 978-3-7258-4017-5. РИНЦ
3	Berikov V. , Kutnenko O. Multiple instance learning based on sample self-correction, feature selection and ensemble classification In compilation COMPUTER DATA ANALYSIS AND MODELING: STOCHASTICS AND DATA SCIENCE Proceedings of the Fourteenth International Conference Minsk, September 24-27, 2025. – BSU., 2025. – C.46-50. РИНЦ
4	Berikov V.B. , Kutnenko O.A. , Semenova J.F. , Klimontov V.V. Machine Learning Models for Nocturnal Hypoglycemia Prediction in Hospitalized Patients with Type 1 Diabetes Journal of Personalized Medicine. 2022. V.12. N8. P.1262. DOI: 10.3390/jpm12081262 WOS Scopus РИНЦ OpenAlex
5	Kutnenko O.A. Computational Complexity of Two Problems of Cognitive Data Analysis Journal of Applied and Industrial Mathematics. 2022. V.16. N1. P.89-97. DOI: 10.1134/s1990478922010082 Scopus РИНЦ OpenAlex
6	Kutnenko O.A. , Plyasunov A.V. NP-Hardness of Some Data Cleaning Problem Journal of Applied and Industrial Mathematics. 2021. V.15. N2. P.285-291. DOI: 10.1134/S1990478921020095 Scopus OpenAlex
7	Borisova I.A. , Kutnenko O.A. Cleaning Data Sets with Diagnostic Errors in the High-Dimensional Feature Spaces Математическая биология и биоинформатика (Mathematical Biology and Bioinformatics). 2019. V.14. N2. P.464-476. DOI: 10.17537/2019.14.464 OpenAlex

Conference attendances (2) More info

1	Berikov V.B. , Kutnenko O.A. Feature Selection and Sample Self-Correction in Multiple Instance Learning with Weak Labeling XI International Scientific Conference "Computer Science and Applied Mathematics" 07-11 Oct 2026
2	Berikov V. , Kutnenko O. Multiple instance learning based on sample self-correction, feature selection and ensemble classification International Conference “Computer Data Analysis and Modeling: Stochastics & Data Science” 24-27 Sep 2025