Kseniia Bazilevych

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 15

Top Topics

Dimensionality Reduction

Informative Features

Top Venues

Publications

Mykola Butkevych, Kseniia Bazilevych, Iryna Trofymova
Classification of Patients with Suspected Coronary Artery Disease Based on Locally Weighted Least Squares Method. ProfIT AI (2023)
Oleksii Khlystun, Kseniia Bazilevych
Comparative Analysis of the Machine Learning Dimensionality Reduction Methods on the Example of Fetal Health Determination. ProfIT AI (2023)
Dmytro Chumachenko, Ievgen Meniailov, Kseniia Bazilevych, Tetyana Chumachenko, Sergey Yakovlev
Investigation of Statistical Machine Learning Models for COVID-19 Epidemic Process Simulation: Random Forest, K-Nearest Neighbors, Gradient Boosting. Comput. 10 (6) (2022)
Kseniia Bazilevych, Mykola Butkevych, Nataliia Dotsenko
Cardiac Studies Diagnostic Data Informative Features Investigation based on Cumulative Frequency Analysis. ProfIT AI (2022)
Tetyana Chumachenko, Kseniia Bazilevych
Dimensionality Reduction of Chronic Kidney Disease Data using Principal Components Analysis. ProfIT AI (2022)
Olga Skitsan, Ievgen Meniailov, Kseniia Bazilevych, Halyna Padalko
Evaluation of the Informative Features of Cardiac Studies Diagnostic Data using the Kullback Method. MoMLeT+DS (2021)
Tetiana Dudkina, Ievgen Meniailov, Kseniia Bazilevych, Serhii Krivtsov, Anton Tkachenko
Classification and Prediction of Diabetes Disease using Decision Tree Method. IT&AS (2021)
Kseniia Bazilevych, Serhii Krivtsov, Mykola Butkevych
Intelligent Evaluation of the Informative Features of Cardiac Studies Diagnostic Data using Shannon Method. ProfIT AI (2021)
Dmytro Chumachenko, Ievgen Meniailov, Kseniia Bazilevych, Tetyana Chumachenko, Sergiy Yakovlev
On intelligent agent-based simulation of COVID-19 epidemic process in Ukraine. EUSPN/ICTH (2021)
Ievgen Meniailov, Dmytro Chumachenko, Kseniia Bazilevych
Determination of Heart Disease Based on Analysis of Patient Statistics using the Fuzzy C-means Clustering Algorithm. DSMP (2020)
Sergiy Yakovlev, Kseniia Bazilevych, Dmytro Chumachenko, Tetyana Chumachenko, Leonid Hulianytskyi, Ievgen Meniailov, Anton Tkachenko
The Concept of Developing a Decision Support System for the Epidemic Morbidity Control. IDDM (2020)
Kseniia Bazilevych, Ievgen Meniailov, Kirill Fedulov, Sergey Goranina, Dmytro Chumachenko, Pavlo Pyrohov
Determining the Probability of Heart Disease using Data Mining Methods. IDDM (2019)
Ievgen Meniailov, Kseniia Bazilevych, Kirill Fedulov, Sergey Goranina, Dmytro Chumachenko
Using the K-means Method for Diagnosing Cancer Stage Using the Pandas Library. MoMLeT (2019)
Dmytro Chumachenko, Ievgen Meniailov, Kseniia Bazilevych, Yuliia Kuznetsova, Tetyana Chumachenko
Development of an intelligent agent-based model of the epidemic process of syphilis. CSIT (1) (2019)
Kseniia Bazilevych, Mary Mazorchuk, Yurii Parfeniuk, Viktoriia Dobriak, Ievgen Meniailov, Dmytro Chumachenko
Stochastic modelling of Cash Flow for Personal Insurance fund using the Cloud Data Storage. Int. J. Comput. 17 (2018)