Peter Bidyuk

27 papers C 1Misc 4Journal 1Unranked 18
YearRankTypeTitle / Venue / Authors
2025 — conf
An approach to combining forecasts when solving machine learning problems.
MoMLeT
Peter Bidyuk, Irina Kalinina, Aleksandr Gozhyj, Victor Gozhyi, Sergii Shiyan
2024 — conf
A Systematic Approach to Data Normalization and Standardization in Machine Learning Problems.
ISDMCI (2)
Irina Kalinina, Aleksandr Gozhyj, Peter Bidyuk, Victor Gozhyi, Maksym Korobchynskyi, Vasiliy Nadraga
2024 — conf
Approach to Identification of Anomalous Values in Analysis Tasks and Data Pre-processing.
ISDMCI (2)
Irina Kalinina, Peter Bidyuk, Aleksandr Gozhyj, Victor Gozhyi, Vladyslav Nechakhin
2024 Misc conf
Multilevel Ensemble Approach in Classification Problems.
CSIT
Irina Kalinina, Aleksandr Gozhyj, Peter Bidyuk, Victor Gozhyj
2023 — conf
Classification System Based on Ensemble Methods for Solving Machine Learning Tasks.
MoMLeT+DS
Peter Bidyuk, Irina Kalinina, Oleksandr Zhebko, Aleksandr Gozhyj, Tetiana Hannichenko
2023 — conf
Combining Forecasts Based on Time Series Models in Machine Learning Tasks.
MoMLeT+DS
Irina Kalinina, Peter Bidyuk, Aleksandr Gozhyj, Pavlo Malchenko
2023 — ed.
Selected Papers of the III International Scientific Symposium "Intelligent Solutions" (IntSol-2023). Symposium Proceedings Kyiv - Uzhhorod, Ukraine, September 27-28, 2023., Kyiv - Uzhhorod, Ukraine, September 27-28, 2023.
IntSol
Peter Bidyuk, Yevgeniy V. Bodyanskiy, Sándor Bozóki, Leonid Hulianytskyi, Roth Hubert, Stan Lipovetsky, Mykola Malyar, Krassimir Markov, Nataliya D. Pankratova, Ivan Sergienko, Vitaliy Snytyuk, Mariya A. Sodenkamp, Yurii Stoyan, Vitaliy V. Tsyganok, Oleksii Voloshyn, Vladimir Vovk, Sergey Yakovlev, Yuriy P. Zaychenko, Michael Zgurovsky
2022 Misc conf
Construction of Forecast Models based on Bayesian Structural Time Series.
CSIT
Irina Kalinina, Peter Bidyuk, Aleksandr Gozhyj
2022 — conf
Method to Find the Original Source of COVID-19 by Genome Sequence and Probability of Electron Capture.
ISDMCI
Yoshio Matsuki, Aleksandr Gozhyj, Irina Kalinina, Peter Bidyuk
2022 — ed.
Selected Papers of the II International Scientific Symposium "Intelligent Solutions" (IntSol-2021). Workshop Proceedings, Kyiv - Uzhhorod, Ukraine, September 28-30, 2021.
IntSol Workshops
Peter Bidyuk, Yevgeniy V. Bodyanskiy, Sándor Bozóki, Leonid Hulianytskyi, Hubert Roth, Stan Lipovetsky, Mykola Malyar, Krassimir Markov, Nataliya D. Pankratova, Ivan Sergienko, Vitaliy Snytyuk, Mariya A. Sodenkamp, Yurii Stoyan, Vitaliy V. Tsyganok, Oleksii Voloshyn, Vladimir Vovk, Sergey Yakovlev, Yuriy P. Zaychenko, Michael Zgurovsky
2021 — conf
An Approach to Identifying and Filling Data Gaps in Machine Learning Procedures.
ISDMCI
Peter Bidyuk, Irina Kalinina, Aleksandr Gozhyj
2021 — conf
Data Mining Methods, Models and Solutions for Big Data Cases in Telecommunication Industry.
ISDMCI
Nataliia Kuznietsova, Peter Bidyuk, Maryna Kuznietsova
2021 — conf
Financial Risk Estimation in Conditions of Stochastic Uncertainties.
ISDMCI
Oleksandr Trofymchuk, Peter Bidyuk, Irina Kalinina, Aleksandr Gozhyj
2021 — ed.
Proceedings of the II International Scientific Symposium "Intelligent Solutions" (IntSol-2021), Kyiv-Uzhhorod, Ukraine, September 28-30, 2021.
IntSol
Peter Bidyuk, Yevgeniy V. Bodyanskiy, Sándor Bozóki, Leonid Hulianytskyi, Hubert Roth, Stan Lipovetsky, Mykola Malyar, Krassimir Markov, Nataliya D. Pankratova, Ivan Sergienko, Vitaliy Snytyuk, Mariya A. Sodenkamp, Yurii Stoyan, Vitaliy V. Tsyganok, Oleksii Voloshyn, Vladimir Vovk, Sergey Yakovlev, Yuriy P. Zaychenko, Michael Zgurovsky
2020 J jnl
Adaptive Workload Forecasting in Cloud Data Centers.
J. Grid Comput.
Eduard Zharikov, Sergii Telenyk, Peter Bidyuk
2020 — conf
Assessing Risk of Enterprise Bankruptcy by Indicators of Financial and Economic Activity Using Bayesian Networks.
CITRisk
Peter Bidyuk, Liudmyla Petrenko, Nataliia Savina, Tetyana Ivchenko, Mariia Voronenko
2020 — conf
Forecasting Nonlinear Nonstationary Processes in Machine Learning Task.
DSMP
Peter Bidyuk, Aleksandr Gozhyj, Irina Kalinina, Victoria Vysotska, Mikhail Vasilev, Romanna Malets
2020 Misc conf
Hybrid Power Plant Control System Based on Machine Learning Methods.
CSIT
Aleksandr Gozhyj, Peter Bidyuk, Yoshio Matsuki, Vladyslav Nechakhin, Irina Kalinina, Oleg Shchesiuk
2020 — conf
Intelligence Information Technologies for Financial Data Processing in Risk Management.
DSMP (Selected Papers)
Nataliia Kuznietsova, Peter Bidyuk
2020 C conf
Methodology of Constructing Statistical Models for Nonlinear Non-stationary Processes in Medical Diagnostic Systems.
IDDM
Peter Bidyuk, Irina Kalinina, Aleksandr Gozhyj
2020 — conf
Methods for Forecasting Nonlinear Non-stationary Processes in Machine Learning.
DSMP (Selected Papers)
Peter Bidyuk, Aleksandr Gozhyj, Irina Kalinina, Victoria Vysotska
2020 — conf
Modeling Risk Factor Interaction Using Copula Functions.
CITRisk
Peter Bidyuk, Olexander Trofymchuk, Irina Kalinina, Aleksandr Gozhyj
2020 — conf
Modeling and Forecasting Economic and Financial Processes Using Combined Adaptive Models.
ISDMCI
Peter Bidyuk, Aleksandr Gozhyj, Yoshio Matsuki, Nataliia Kuznietsova
2019 Misc conf
Features of Application of Monte Carlo Method with Markov Chain Algorithms in Bayesian Data Analysis.
CSIT
Peter Bidyuk, Yoshio Matsuki, Aleksandr Gozhyj, Volodymyr Beglytsia, Irina Kalinina
2019 — conf
Probabilistic Inference Based on LS-Method Modifications in Decision Making Problems.
ISDMCI
Peter Bidyuk, Aleksandr Gozhyj, Irina Kalinina
2019 — conf
Using the Metropolis-Hastings algorithm in Bayesian data analysis procedures.
CSIT (2)
Peter Bidyuk, Volodymyr Beglytsia, Aleksandr Gozhyj, Irina Kalinina
2018 — conf
The Methods Bayesian Analysis of the Threshold Stochastic Volatility Model.
DSMP
Peter Bidyuk, Aleksandr Gozhyj, Zdislaw Szymanski, Irina Kalinina, Volodymyr Beglytsia