Peter Bidyuk

发表

Forecasting based on Bayesian type models

Peter Bidyuk, Aleksander Peter Gozhjy, Alexandr T rofymchuk, 2015 .

Forecasting Nonlinear Nonstationary Processes in Machine Learning Task

Victoria Vysotska, Peter Bidyuk, Aleksandr Gozhyj, 2020, 2020 IEEE Third International Conference on Data Stream Mining & Processing (DSMP).

Methodology of Constructing Statistical Models for Nonlinear Non-stationary Processes in Medical Diagnostic Systems

Peter Bidyuk, Aleksandr Gozhyj, Irina Kalinina, 2020, IDDM.

Using the Metropolis-Hastings algorithm in Bayesian data analysis procedures

Peter Bidyuk, Aleksandr Gozhyj, Irina Kalinina, 2019, 2019 IEEE 14th International Conference on Computer Sciences and Information Technologies (CSIT).

The Methods Bayesian Analysis of the Threshold Stochastic Volatility Model

Peter Bidyuk, Aleksandr Gozhyj, Irina Kalinina, 2018, 2018 IEEE Second International Conference on Data Stream Mining & Processing (DSMP).

Probabilistic Inference Based on LS-Method Modifications in Decision Making Problems

Peter Bidyuk, Aleksandr Gozhyj, Irina Kalinina, 2019, ISDMCI.

Intelligence Information Technologies for Financial Data Processing in Risk Management

Peter Bidyuk, Nataliia Kuznietsova, 2020, DSMP.

EFFECTIVE EXPECTATION MAXIMIZATION ALGORITHM IMPLEMENTATION USING MULTICORE COMPUTER SYSTEMS

Peter Bidyuk, Alexei Kasitskij, Alexander Gozhyi, 2014 .

DSS FOR IMPLEMENTING SYSTEMIC APPROACH TO FORECASTING

Peter Bidyuk, Aleksander Peter Gozhjy, Alexander Trofymchuk, 2015 .

Modeling and Forecasting Economic and Financial Processes Using Combined Adaptive Models

Peter Bidyuk, Aleksandr Gozhyj, Yoshio Matsuki, 2020, ISDMCI.

Analysis of Uncertainty Types for Model Building and Forecasting Dynamic Processes

Peter Bidyuk, Aleksandr Gozhyj, Irina Kalinina, 2017 .

Methods for Forecasting Nonlinear Non-stationary Processes in Machine Learning

Victoria Vysotska, Peter Bidyuk, Aleksandr Gozhyj, 2020, DSMP.

Features of Application of Monte Carlo Method with Markov Chain Algorithms in Bayesian Data Analysis

Peter Bidyuk, Aleksandr Gozhyj, Irina Kalinina, 2019, CSIT.

Modeling Military Conflicts Using Bayesian Networks

Peter Bidyuk, Iryna Kalinina, Aleksandr Gozhvi, 2018, 2018 IEEE First International Conference on System Analysis & Intelligent Computing (SAIC).

Data Mining Methods, Models and Solutions for Big Data Cases in Telecommunication Industry

Peter Bidyuk, Nataliia Kuznietsova, Maryna Kuznietsova, 2021, ISDMCI.

Financial Risk Estimation in Conditions of Stochastic Uncertainties

Peter Bidyuk, Aleksandr Gozhyj, Oleksandr Trofymchuk, 2021, Lecture Notes in Computational Intelligence and Decision Making.

An Approach to Identifying and Filling Data Gaps in Machine Learning Procedures

Peter Bidyuk, Aleksandr Gozhyj, Irina Kalinina, 2021, Lecture Notes in Computational Intelligence and Decision Making.