Kseniia Bazilevych

17 papers C 3Journal 2Unranked 12
YearRankTypeTitle / Venue / Authors
2025 — conf
Using Machine Learning Methods to Analyze HIV Incidence in Ukraine.
ProfIT AI
Yurii Parfeniuk, Dmytro Kurinniy, Kseniia Bazilevych, Ievgen Meniailov
2024 C conf
Simulation of Influenza Dynamics With Lstm Deep Learning Model.
IDDM
Mykola Butkevych, Ievgen Meniailov, Kseniia Bazilevych, Yurii Parfeniuk, Dmytro Chumachenko
2023 — conf
Classification of Patients with Suspected Coronary Artery Disease Based on Locally Weighted Least Squares Method.
ProfIT AI
Mykola Butkevych, Kseniia Bazilevych, Iryna Trofymova
2023 — conf
Comparative Analysis of the Machine Learning Dimensionality Reduction Methods on the Example of Fetal Health Determination.
ProfIT AI
Oleksii Khlystun, Kseniia Bazilevych
2022 — conf
Cardiac Studies Diagnostic Data Informative Features Investigation based on Cumulative Frequency Analysis.
ProfIT AI
Kseniia Bazilevych, Mykola Butkevych, Nataliia Dotsenko
2022 — conf
Dimensionality Reduction of Chronic Kidney Disease Data using Principal Components Analysis.
ProfIT AI
Tetyana Chumachenko, Kseniia Bazilevych
2022 J jnl
Investigation of Statistical Machine Learning Models for COVID-19 Epidemic Process Simulation: Random Forest, K-Nearest Neighbors, Gradient Boosting.
Comput.
Dmytro Chumachenko, Ievgen Meniailov, Kseniia Bazilevych, Tetyana Chumachenko, Sergey Yakovlev
2021 — conf
Classification and Prediction of Diabetes Disease using Decision Tree Method.
IT&AS
Tetiana Dudkina, Ievgen Meniailov, Kseniia Bazilevych, Serhii Krivtsov, Anton Tkachenko
2021 — conf
Evaluation of the Informative Features of Cardiac Studies Diagnostic Data using the Kullback Method.
MoMLeT+DS
Olga Skitsan, Ievgen Meniailov, Kseniia Bazilevych, Halyna Padalko
2021 — conf
Intelligent Evaluation of the Informative Features of Cardiac Studies Diagnostic Data using Shannon Method.
ProfIT AI
Kseniia Bazilevych, Serhii Krivtsov, Mykola Butkevych
2021 — conf
On intelligent agent-based simulation of COVID-19 epidemic process in Ukraine.
EUSPN/ICTH
Dmytro Chumachenko, Ievgen Meniailov, Kseniia Bazilevych, Tetyana Chumachenko, Sergiy Yakovlev
2020 — conf
Determination of Heart Disease Based on Analysis of Patient Statistics using the Fuzzy C-means Clustering Algorithm.
DSMP
Ievgen Meniailov, Dmytro Chumachenko, Kseniia Bazilevych
2020 C conf
The Concept of Developing a Decision Support System for the Epidemic Morbidity Control.
IDDM
Sergiy Yakovlev, Kseniia Bazilevych, Dmytro Chumachenko, Tetyana Chumachenko, Leonid Hulianytskyi, Ievgen Meniailov, Anton Tkachenko
2019 C conf
Determining the Probability of Heart Disease using Data Mining Methods.
IDDM
Kseniia Bazilevych, Ievgen Meniailov, Kirill Fedulov, Sergey Goranina, Dmytro Chumachenko, Pavlo Pyrohov
2019 — conf
Development of an intelligent agent-based model of the epidemic process of syphilis.
CSIT (1)
Dmytro Chumachenko, Ievgen Meniailov, Kseniia Bazilevych, Yuliia Kuznetsova, Tetyana Chumachenko
2019 — conf
Using the K-means Method for Diagnosing Cancer Stage Using the Pandas Library.
MoMLeT
Ievgen Meniailov, Kseniia Bazilevych, Kirill Fedulov, Sergey Goranina, Dmytro Chumachenko
2018 J jnl
Stochastic modelling of Cash Flow for Personal Insurance fund using the Cloud Data Storage.
Int. J. Comput.
Kseniia Bazilevych, Mary Mazorchuk, Yurii Parfeniuk, Viktoriia Dobriak, Ievgen Meniailov, Dmytro Chumachenko