Peter Bidyuk

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 20

Top Topics

Monte Carlo Method

Bayesian Analysis

Top Venues

Publications

Peter Bidyuk, Irina Kalinina, Oleksandr Zhebko, Aleksandr Gozhyj, Tetiana Hannichenko
Classification System Based on Ensemble Methods for Solving Machine Learning Tasks. MoMLeT+DS (2023)
Irina Kalinina, Peter Bidyuk, Aleksandr Gozhyj, Pavlo Malchenko
Combining Forecasts Based on Time Series Models in Machine Learning Tasks. MoMLeT+DS (2023)
Yoshio Matsuki, Aleksandr Gozhyj, Irina Kalinina, Peter Bidyuk
Method to Find the Original Source of COVID-19 by Genome Sequence and Probability of Electron Capture. ISDMCI (2022)
Irina Kalinina, Peter Bidyuk, Aleksandr Gozhyj
Construction of Forecast Models based on Bayesian Structural Time Series. CSIT (2022)
Peter Bidyuk, Irina Kalinina, Aleksandr Gozhyj
An Approach to Identifying and Filling Data Gaps in Machine Learning Procedures. ISDMCI (2021)
Oleksandr Trofymchuk, Peter Bidyuk, Irina Kalinina, Aleksandr Gozhyj
Financial Risk Estimation in Conditions of Stochastic Uncertainties. ISDMCI (2021)
Nataliia Kuznietsova, Peter Bidyuk, Maryna Kuznietsova
Data Mining Methods, Models and Solutions for Big Data Cases in Telecommunication Industry. ISDMCI (2021)
Nataliia Kuznietsova, Peter Bidyuk
Intelligence Information Technologies for Financial Data Processing in Risk Management. DSMP (2020)
Eduard Zharikov, Sergii Telenyk, Peter Bidyuk
Adaptive Workload Forecasting in Cloud Data Centers. J. Grid Comput. 18 (1) (2020)
Peter Bidyuk, Irina Kalinina, Aleksandr Gozhyj
Methodology of Constructing Statistical Models for Nonlinear Non-stationary Processes in Medical Diagnostic Systems. IDDM (2020)
Peter Bidyuk, Aleksandr Gozhyj, Irina Kalinina, Victoria Vysotska
Methods for Forecasting Nonlinear Non-stationary Processes in Machine Learning. DSMP (2020)
Aleksandr Gozhyj, Peter Bidyuk, Yoshio Matsuki, Vladyslav Nechakhin, Irina Kalinina, Oleg Shchesiuk
Hybrid Power Plant Control System Based on Machine Learning Methods. CSIT (2020)
Peter Bidyuk, Aleksandr Gozhyj, Irina Kalinina, Victoria Vysotska, Mikhail Vasilev, Romanna Malets
Forecasting Nonlinear Nonstationary Processes in Machine Learning Task. DSMP (2020)
Peter Bidyuk, Aleksandr Gozhyj, Yoshio Matsuki, Nataliia Kuznietsova
Modeling and Forecasting Economic and Financial Processes Using Combined Adaptive Models. ISDMCI (2020)
Peter Bidyuk, Liudmyla Petrenko, Nataliia Savina, Tetyana Ivchenko, Mariia Voronenko
Assessing Risk of Enterprise Bankruptcy by Indicators of Financial and Economic Activity Using Bayesian Networks. CITRisk (2020)
Peter Bidyuk, Olexander Trofymchuk, Irina Kalinina, Aleksandr Gozhyj
Modeling Risk Factor Interaction Using Copula Functions. CITRisk (2020)
Peter Bidyuk, Aleksandr Gozhyj, Irina Kalinina
Probabilistic Inference Based on LS-Method Modifications in Decision Making Problems. ISDMCI (2019)
Peter Bidyuk, Volodymyr Beglytsia, Aleksandr Gozhyj, Irina Kalinina
Using the Metropolis-Hastings algorithm in Bayesian data analysis procedures. CSIT (2) (2019)
Peter Bidyuk, Yoshio Matsuki, Aleksandr Gozhyj, Volodymyr Beglytsia, Irina Kalinina
Features of Application of Monte Carlo Method with Markov Chain Algorithms in Bayesian Data Analysis. CSIT (2019)
Peter Bidyuk, Aleksandr Gozhyj, Zdislaw Szymanski, Irina Kalinina, Volodymyr Beglytsia
The Methods Bayesian Analysis of the Threshold Stochastic Volatility Model. DSMP (2018)