Petro I. Bidyuk

National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute” — UA

Business, Management and Accounting · Social Sciences

6h-index190citations117works1.12yr avg
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Research Topics

Economic and Technological Systems Analysis(22), Advanced Data Processing Techniques(18), Statistical and Computational Modeling(14), Enterprise Management and Information Systems(13), Economic and Technological Developments in Russia(12)

Publications116 total

A Systematic Approach to Modeling and Forecasting Based on Real Data in Machine Learning Tasks
Studies in systems, decision and control·2025
Mathematical modeling, intelligent data analysis and artificial intelligence to support decision-making in post-war reconstruction
Environmental Safety and Natural Resources·2025Open Access
Applying Bayesian networks in analysis of actuarial risks
International Scientific Technical Journal Problems of Control and Informatics·2025Open Access
Approach to Identification of Anomalous Values in Analysis Tasks and Data Pre-processing
Lecture notes on data engineering and communications technologies·2025
A Systematic Approach to Data Normalization and Standardization in Machine Learning Problems
Lecture notes on data engineering and communications technologies·2025· 4 cited
INFORMATION SYSTEM FOR FORECASTING NONLINEAR NON-STATIONARY PROCESSES IN FINANCE
KPI Science News·2024Open Access
Quantum mechanics approximation approach to investigate molecular behavior in nitrogen binding to enzymes and proteins: Implications for biofuel production
System research and information technologies·2024Open Access
Operational risk estimation using system analysis methodology
System research and information technologies·2024· 5 citedOpen Access
TOWARDS CLICK-THROUGH RATE PREDICTION IN ONLINE ADVERTISING
Problems of applied mathematics and mathematic modeling·2023· 2 citedOpen Access
Algorithm for simulating melting polar ice, Earth internal movement and volcano eruption with 3-dimensional inertia tensor
System research and information technologies·2023· 1 citedOpen Access
Uncertainties in data processing, forecasting and decision making
System research and information technologies·2023· 2 citedOpen Access
Bayesian data analysis in modeling and forecasting nonlinear nonstationary financial and economic processes
International Scientific Technical Journal Problems of Control and Informatics·2023Open Access
The algorithm for predicting the cryptocurrency rate taking into account the influence of posts of a group of famous people in social networks
System research and information technologies·2023· 3 citedOpen Access
Estimation of the parameters of generalized linear models in the analysis of actuarial risks
System research and information technologies·2023Open Access
Constructing Mathematical Models for Actuarial Processes
Studies in computational intelligence·2023
Methodological aspects of operative control system intellectualization for dynamic objects
System research and information technologies·2022· 5 citedOpen Access
Superconducting gravimeters based on advanced nanomaterials and quantum neural network
System research and information technologies·2022· 1 citedOpen Access
Bayesian modeling of risks of various origin
KPI Science News·2022Open Access
Strategy of Economic Development: a Proposal for Ukraine upon Econometrics of Geometry
2022
Intellectual Decision Support System for Modeling and Forecasting Nonlinear Nonstationary Financial Processes and Risks Estimation
2022
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Frequent Co-authors

Yoshio Matsuki(13), Nataliia Kuznietsova(6), Oleksandr Terentiev(5), Liudmyla B. Levenchuk(4), Oksana Tymoshchuk(3), Irina Kalinina(3), Vira Huskova(3), Eduard Zharikov(2), Sergii Telenyk(2), A. S. Gasanov(2), Tetyana Prosyankina-Zharova(2), Ігор Голінко(2), Aleksandr Gozhyj(2), Victor Gozhyj(2), Andrii Belas(2), O. A. Kozhukhivska(2), A. D. Kozhukhivskyi(2), Tatyana I. Prosyankina-Zharova(2), В. І. Литвиненко(1), J.N. Bardachov(1)