Aleksandr Gozhyj

Orcid: 0000-0002-3517-580X

According to our database1, Aleksandr Gozhyj authored at least 49 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Application of convolutional neural networks for detection of damaged buildings.
Proceedings of the Modern Machine Learning Technologies Workshop (MoMLeT 2024), 2024

2023
Combining Forecasts Based on Time Series Models in Machine Learning Tasks.
Proceedings of the Modern Machine Learning Technologies and Data Science Workshop (MoMLeT&DS 2023), 2023

Classification System Based on Ensemble Methods for Solving Machine Learning Tasks.
Proceedings of the Modern Machine Learning Technologies and Data Science Workshop (MoMLeT&DS 2023), 2023

Hyperparameter Optimization of LSTM MPPT Controller for Solar Power Plants.
Proceedings of the 18th IEEE International Conference on Computer Science and Information Technologies, 2023

Building a Fuel Measurement System Model based on Colored Petri Nets.
Proceedings of the 18th IEEE International Conference on Computer Science and Information Technologies, 2023

2022
Analysis Method for Determining the Suitability of Water for Human Consumption.
Proceedings of the Modern Machine Learning Technologies and Data Science Workshop MoMLeT&DS 2022, 2022

Method to Find the Original Source of COVID-19 by Genome Sequence and Probability of Electron Capture.
Proceedings of the Lecture Notes in Data Engineering, Computational Intelligence, and Decision Making, 2022

Methodology for Solving Forecasting Problems Based on Machine Learning Methods.
Proceedings of the Lecture Notes in Data Engineering, Computational Intelligence, and Decision Making, 2022

Modeling a Pharmaceutical Web-Service Using Colored Petri Nets.
Proceedings of the 17th IEEE International Conference on Computer Sciences and Information Technologies, 2022

Construction of Forecast Models based on Bayesian Structural Time Series.
Proceedings of the 17th IEEE International Conference on Computer Sciences and Information Technologies, 2022

2021
Intelligent Real-Time Vehicle Tracking Information System.
Proceedings of the Modern Machine Learning Technologies and Data Science Workshop. Proc. 3rd International Workshop (MoMLeT&DS 2021). Volume I: Main Conference, 2021

Financial Risk Estimation in Conditions of Stochastic Uncertainties.
Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2021

An Approach to Identifying and Filling Data Gaps in Machine Learning Procedures.
Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2021

Modeling an Intelligent Solar Power Plant Control System Using Colored Petri Nets.
Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021

Solving Scheduling Issues Methods Analysis in Computational Grid.
Proceedings of the IEEE 16th International Conference on Computer Sciences and Information Technologies, 2021

Question-Answering Systems Development Based on Big Data Analysis.
Proceedings of the IEEE 16th International Conference on Computer Sciences and Information Technologies, 2021

The Electronic Digests Formation and Categorization for Textual Commercial Content.
Proceedings of the 5th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2021). Volume I: Main Conference, 2021

2020
Cryptographic Information Protection Algorithm Selection Optimization for Electronic Governance IT Project Management by the Analytic Hierarchy Process Based on Nonlinear Conclusion Criteria.
Proceedings of the 1st International Workshop IT Project Management (ITPM 2020), 2020

Modeling and Forecasting Economic and Financial Processes Using Combined Adaptive Models.
Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2020

Methodology of Constructing Statistical Models for Nonlinear Non-stationary Processes in Medical Diagnostic Systems.
Proceedings of the 3rd International Conference on Informatics & Data-Driven Medicine, Växjö, Sweden, November 19, 2020

Qualitative and Quantitative Characteristics Analysis for Information Security Risk Assessment in E-Commerce Systems.
Proceedings of the 2nd International Workshop on Information-Communication Technologies & Embedded Systems (ICTES 2020) Mykolaiv, 2020

Cognitive Analysis and Modeling of the Investment Situation in Ukraine.
Proceedings of the 2nd International Workshop on Information-Communication Technologies & Embedded Systems (ICTES 2020) Mykolaiv, 2020

Comparative Analysis of using Recurrent Autoencoders for User Biometric Verification with Wearable Accelerometer.
Proceedings of the 9th International Conference "Information Control Systems & Technologies", 2020

Approach for Modeling Search Web-Services Based on Color Petri Nets.
DSMP (Selected Papers), 2020

Forecasting Nonlinear Nonstationary Processes in Machine Learning Task.
Proceedings of the IEEE Third International Conference on Data Stream Mining, Processing, 2020

Methods for Forecasting Nonlinear Non-stationary Processes in Machine Learning.
DSMP (Selected Papers), 2020

Solar Power Control System based on Machine Learning Methods.
Proceedings of the IEEE 15th International Conference on Computer Sciences and Information Technologies, 2020

Hybrid Power Plant Control System Based on Machine Learning Methods.
Proceedings of the Advances in Intelligent Systems and Computing V, 2020

An Intelligent System for Commercial of Information Products Distribution Based SEO and Sitecore CMS.
Proceedings of the 4th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2020). Volume I: Main Conference, 2020

Network Security Analysis Based on Consolidated Threat Resources.
Proceedings of the 4th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2020). Volume I: Main Conference, 2020

Development of Information System for Aggregation and Ranking of News Taking into Account the User Needs.
Proceedings of the 4th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2020). Volume I: Main Conference, 2020

Modeling Risk Factor Interaction Using Copula Functions.
Proceedings of the 1st International Workshop on Computational & Information Technologies for Risk-Informed Systems (CITRisk 2020) co-located with XX International scientific and technical conference on Information Technologies in Education and Management (ІТЕМ 2020), 2020

2019
Development of Mobile Application for Choreographic Productions Creation and Visualization.
Proceedings of the Modern Machine Learning Technologies, 2019

Web Resource Changes Monitoring System Development.
Proceedings of the Modern Machine Learning Technologies, 2019

Probabilistic Inference Based on LS-Method Modifications in Decision Making Problems.
Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2019

Medical News Aggregation and Ranking of Taking into Account the User Needs.
Proceedings of the 2nd International Workshop on Informatics & Data-Driven Medicine (IDDM 2019), 2019

Web Service Interaction Modeling with Colored Petri Nets.
Proceedings of the 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2019

An Intelligent System of the Content Relevance at the Example of Films According to User Needs.
Proceedings of the 1st International Workshop on Information-Communication Technologies & Embedded Systems (ICTES 2019), 2019

Commercial Content Distribution System Based on Neural Network and Machine Learning.
Proceedings of the 1st International Workshop on Information-Communication Technologies & Embedded Systems (ICTES 2019), 2019

Features of Application of Monte Carlo Method with Markov Chain Algorithms in Bayesian Data Analysis.
Proceedings of the Advances in Intelligent Systems and Computing IV, 2019

Using the Metropolis-Hastings algorithm in Bayesian data analysis procedures.
Proceedings of the 14th IEEE International Conference on Computer Sciences and Information Technologies, 2019

Web Content Monitoring System Development.
Proceedings of the 3rd International Conference on Computational Linguistics and Intelligent Systems (COLINS-2019). Volume I: Main Conference, 2019

2018
The Consolidated Information Web-Resource about Pharmacy Networks in City.
Proceedings of the 1st International Workshop on Informatics & Data-Driven Medicine (IDDM 2018), 2018

The Methods Bayesian Analysis of the Threshold Stochastic Volatility Model.
Proceedings of the Second International Conference on Data Stream Mining & Processing, 2018

Web Resources Management Method Based on Intelligent Technologies.
Proceedings of the Advances in Intelligent Systems and Computing III, 2018

The Method of Web-Resources Management Under Conditions of Uncertainty Based on Fuzzy Logic.
Proceedings of the Advances in Intelligent Systems and Computing III, 2018

Uniform Method of Operative Content Management in Web Systems.
Proceedings of the 2nd International Conference on Computational Linguistics and Intelligent Systems, 2018

2017
Fuzzy cognitive analysis and modeling of water quality.
Proceedings of the 9th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2017

Methods for processing uncertainties in in solving dynamic planning problems.
Proceedings of the 2017 12th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT), Lviv, Ukraine, September 5-8, 2017, 2017


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