Andrii O. Oliinyk

According to our database, Andrii O. Oliinyk authored at least 44 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Computer Model for Detecting Cervical Spine Fractures based on Computed Tomography Images.

Ievgen Fedorchenko, Andrii Oliinyk, Maksym Chornobuk, Yuliia Fedorchenko, Serhii Shylo, Mykola Khokhlov

Int. J. Comput., 2024

Exploring the Potential Network Vulnerabilities in the Smart Manufacturing Process of Industry 5.0 via the Use of Machine Learning Methods.

Vadym Shkarupylo, Jamil Abedalrahim Jamil Alsayaydeh, Mohd Faizal Bin Yusof, Andrii Oliinyk, Volodymyr Artemchuk, Safarudin Gazali Herawan

IEEE Access, 2024

Compliance Source Authentication Technique for Person Adaptation Networks Utilizing Deep Learning-Based Patterns Segmentation.

Andrii Oliinyk, Jamil Abedalrahim Jamil Alsayaydeh, Mohd Faizal Bin Yusof, Vadym Shkarupylo, Volodymyr Artemchuk, Safarudin Gazali Herawan

IEEE Access, 2024

Detection of Vehicles in Aerial Photographs Using Convolutional Neural Network.

Danylo Borovyk, Roman Fedoniuk, Andrii Oliinyk, Sergey Subbotin, Tetiana Kolpakova

Proceedings of the 1st International Conference on Smart Automation & Robotics for Future Industry (SMARTINDUSTRY 2024), 2024

Apple leaf diseases detection using convolutional neural networks.

Sergey Subbotin, Andrii Oliinyk, Tetiana Kolpakova, Vladyslav Perehuda, Danylo Borovyk

Proceedings of the Modern Machine Learning Technologies Workshop (MoMLeT 2024), 2024

Implementation of Swarm Intelligence Methods for Preprocessing in Nuroevolution Synthesis.

Serhii Leoshchenko, Andrii Oliinyk, Sergey Subbotin, Tetiana Kolpakova

Proceedings of The Seventh International Workshop on Computer Modeling and Intelligent Systems (CMIS-2024), 2024

ICT Investment Impact on Economic Growth: Comparing Developing and Advanced Economies.

Andrii Oliinyk, Tetiana Melnyk, Kateryna Kovtoniuk, Liudmyla Huliaieva, Ellana Molchanova, Ianina Tkachenko

Proceedings of the 14th International Conference on Advanced Computer Information Technologies, 2024

Cost-Effectiveness of Digitalisation in Europe.

Kateryna Kovtoniuk, Ellana Molchanova, Andrii Oliinyk, Liudmyla Huliaieva, Yuriy Kulyk, Yuliya Demkiv

Proceedings of the 14th International Conference on Advanced Computer Information Technologies, 2024

2023

Modified convolutional neural network for pattern recognition of malaria cells.

Ievgen Fedorchenko, Andrii Oliinyk, Aleksandr Stepanenko, Maksym Chornobuk, Tetiana Fedoronchak

Proceedings of the 4th International Workshop on Intelligent Information Technologies & Systems of Information Security, 2023

Development of a modified genetic method for automatic university scheduling.

Ievgen Fedorchenko, Andrii Oliinyk, Tetiana Zaiko, Kyrylo Miedviediev, Yuliia Fedorchenko, Mykola Khokhlov

Proceedings of the 6th Workshop for Young Scientists in Computer Science & Software Engineering (CS&SE@SW 2023), 2023

Neuroevolution Methods for Organizing the Search for Anomalies in Time Series.

Serhii Leoshchenko, Andrii Oliinyk, Sergey Subbotin, Matviy Ilyashenko, Tetiana Kolpakova

Proceedings of The Sixth International Workshop on Computer Modeling and Intelligent Systems (CMIS 2023), 2023

Thermal Image Super-Resolution Methods Using Neural Networks.

Andrii Didenko, Andrii Oliinyk, Sergey Subbotin

Proceedings of The Sixth International Workshop on Computer Modeling and Intelligent Systems (CMIS 2023), 2023

ICT Services Market's Impact on ICT-Enabled Services Market: Comparative Cross-Country Analysis.

Andrii Oliinyk, Ellana Molchanova, Liudmyla Sierova, Yuriy Kulyk, Liudmyla Huliaieva, Ianina Tkachenko

Proceedings of the 13th International Conference on Advanced Computer Information Technologies, 2023

2022

Neuroevolutionary Mechanisms in the Synthesis of Spiking Neural Networks.

Serhii Leoshchenko, Andrii Oliinyk, Sergey Subbotin, Matviy Ilyashenko, Artem Borovikov

Proceedings of The Fifth International Workshop on Computer Modeling and Intelligent Systems (CMIS-2022), 2022

2021

The Development of a Genetic Method to Optimize the Flue Gas Desulfurization Process.

Ievgen Fedorchenko, Andrii Oliinyk, Tetiana Fedoronchak, Tetiana Zaiko, Anastasiia Kharchenko

Proceedings of the Modern Machine Learning Technologies and Data Science Workshop. Proc. 3rd International Workshop (MoMLeT&DS 2021). Volume I: Main Conference, 2021

Air Pollution Prediction as a Source for Decision Making Framework in Medical Diagnosis.

Valerii Lovkin, Andrii O. Oliinyk, Yurii Lukashenko

Proceedings of the 2nd International Workshop on Intelligent Information Technologies & Systems of Information Security with CEUR-WS, 2021

Using the Actor-Critic Method for Population Diversity in Neuroevolutionary Synthesis.

Serhii Leoshchenko, Andrii O. Oliinyk, Sergey Subbotin, Vadym Shkarupylo

Proceedings of the 2nd International Workshop on Intelligent Information Technologies & Systems of Information Security with CEUR-WS, 2021

Implementation of Reinforcement Learning Strategies in the Synthesis of Neuromodels to Solve Medical Diagnostics Tasks.

Serhii Leoshchenko, Andrii Oliinyk, Sergey Subbotin, Viktor Lytvyn, Oleksandr Korniienko

Proceedings of the 4th International Conference on Informatics & Data-Driven Medicine, Valencia, Spain, November 19, 2021

Implementation of Probabilistic Data Structures in the Processes of Neuroevolutionary Synthesis.

Serhii Leoshchenko, Andrii Oliinyk, Sergey Subbotin, Viktor Lytvyn, Oleksandr Korniienko

Proceedings of The Fourth International Workshop on Computer Modeling and Intelligent Systems (CMIS-2021), 2021

The Development of a Genetic Method for Predicting the Incidence of Diabetes.

Anastasia Kharchenko, Ievgen Fedorchenko, Tetiana Fedoronchak, Andrii Oliinyk, Alexander Stepanenko, Marharyta Saman

Proceedings of the 11th International Conference on Advanced Computer Information Technologies, 2021

2020

Development of an Evolutionary Optimization method for Financial indicators of pharmacies.

Andrii Oliinyk, Ievgen Fedorchenko, Vasyl Donenko, Alexandr Stepanenko, Serhii Korniienko, Anastasia Kharchenko

Int. J. Comput., 2020

Development of the Genetic Algorithm for Technical Diagnostics of Aircraft Blades.

Ievgen Fedorchenko, Andrii O. Oliinyk, Alexander Stepanenko, Anastasia Kharchenko

Proceedings of the Selected Papers of the 7th International Conference "Information Technology and Interactions" (IT&I-2020). Conferece Proceedings, 2020

Sequencing for Encoding in Neuroevolutionary Synthesis of Neural Network Models for Medical Diagnosis.

Serhii Leoshchenko, Andrii O. Oliinyk, Sergey Subbotin, Tetiana Zaiko, Serhii Shylo, Viktor Lytvyn

Proceedings of the 3rd International Conference on Informatics & Data-Driven Medicine, Växjö, Sweden, November 19, 2020

Development of a Genetic Method for Image Recognition in the Form of Radiographs.

Ievgen Fedorchenko, Andrii O. Oliinyk, Alexander Stepanenko, Tetiana Fedoronchak, Yuliia Fedorchenko, Anastasia Kharchenko, Dmytro Goncharenko

Proceedings of the 3rd International Conference on Informatics & Data-Driven Medicine, Växjö, Sweden, November 19, 2020

On Hoare Triples Applicability to Dependable System Specification Synthesis.

Vadym Shkarupylo, Alexander Chemeris, Valentyna Dusheba, Ravil Kudermetov, Andrii O. Oliinyk

Proceedings of the 11th IEEE International Conference on Dependable Systems, 2020

Application of the fuzzy clustering technique for processing and analysis of medical images.

Alexander Stepanenko, Andrii O. Oliinyk, Ievgen Fedorchenko

Proceedings of The Third International Workshop on Computer Modeling and Intelligent Systems (CMIS-2020), 2020

Smart crossover mechanism for parallel neuroevolution method of medical diagnostic models synthesis.

Serhii Leoshchenko, Sergey Subbotin, Andrii O. Oliinyk, Viktor Lytvyn, Matviy Ilyashenko

Proceedings of The Third International Workshop on Computer Modeling and Intelligent Systems (CMIS-2020), 2020

Adaptive Mechanisms for Parallelization of the Genetic Method of Neural Network Synthesis.

Serhii Leoshchenko, Andrii Oliinyk, Sergey Subbotin

Proceedings of the 10th International Conference on Advanced Computer Information Technologies, 2020

Genetic Algorithm for Solution of the Problem of Optimal Location of the Distributed Electrical Networks.

Dmytro Goncharenko, Andrii Oliinyk, Ievgen Fedorchenko, Serhii Korniienko, Alexander Stepanenko, Anastasia Kharchenko, Yuliia Fedorchenko

Proceedings of the 10th International Conference on Advanced Computer Information Technologies, 2020

2019

Parallel Method of Neural Network Synthesis Based on a Modified Genetic Algorithm Application.

Serhii Leoshchenko, Andrii O. Oliinyk, Stepan Skrupsky, Sergey Subbotin, Tetiana Zaiko

Proceedings of the Modern Machine Learning Technologies, 2019

Development of Genetic Methods for Predicting the Incidence of Volumes of Emissions of Pollutants in Air.

Andrii O. Oliinyk, Ievgen Fedorchenko, Alexandr Stepanenko, Alexander Katschan, Yuliia Fedorchenko, Anastasia Kharchenko, Dmytro Goncharenko

Proceedings of the 2nd International Workshop on Informatics & Data-Driven Medicine (IDDM 2019), 2019

Implementation of Selective Pressure Mechanism to Optimize Memory Consumption in the Synthesis of Neuromodels for Medical Diagnostics.

Serhii Leoshchenko, Andrii O. Oliinyk, Sergey Subbotin, Tetiana Zaiko, Nataliia Gorobii

Proceedings of the 2nd International Workshop on Informatics & Data-Driven Medicine (IDDM 2019), 2019

Analysis of Echo-Pulse Images of Layered Structures. The Method of Signal Under Space.

Alexandr Stepanenko, Andrii O. Oliinyk, Ievgen Fedorchenko, Viktor Kuzmin, Mariia Kuzmina, Dmytro Goncharenko

Proceedings of the Second International Workshop on Computer Modeling and Intelligent Systems (CMIS-2019), 2019

Diagnostic Signal Nonstationarity Reduction to Predict the Helicopter Transmission State on the Basis of Intelligent Information Technologies.

Igor Limarev, Sergey Subbotin, Andrii O. Oliinyk, Ihor Drokin

Proceedings of the Second International Workshop on Computer Modeling and Intelligent Systems (CMIS-2019), 2019

Parallel Genetic Method for the Synthesis of Recurrent Neural Networks for Using in Medicine.

Serhii Leoshchenko, Andrii O. Oliinyk, Stepan Skrupsky, Sergey Subbotin, Viktor Lytvyn

Proceedings of the Second International Workshop on Computer Modeling and Intelligent Systems (CMIS-2019), 2019

Modification of the Genetic Method for Neuroevolution Synthesis of Neural Network Models for Medical Diagnosis.

Serhii Leoshchenko, Andrii O. Oliinyk, Sergey Subbotin, Nataliia Gorobii, Vadym Shkarupylo

Proceedings of the Second International Workshop on Computer Modeling and Intelligent Systems (CMIS-2019), 2019

Genetic Method of Image Processing for Motor Vehicle Recognition.

Ievgen Fedorchenko, Andrii O. Oliinyk, Alexander Stepanenko, Tetiana Zaiko, Anton Svyrydenko, Dmytro Goncharenko

Proceedings of the Second International Workshop on Computer Modeling and Intelligent Systems (CMIS-2019), 2019

2018

Experimental Research and Analysis of Complexity of Parallel Method for Production Rules Extraction.

Andrii O. Oliinyk, S. Yu. Skrupsky, Sergei Subbotin

Autom. Control. Comput. Sci., 2018

Synthesis of Artificial Neural Networks Using a Modified Genetic Algorithm.

Serhii Leoshchenko, Andrii O. Oliinyk, Sergey Subbotin, Nataliia Gorobii, Tetiana Zaiko

Proceedings of the 1st International Workshop on Informatics & Data-Driven Medicine (IDDM 2018), 2018

Feature Selection Based on Parallel Stochastic Computing.

Andrii Oliinyk, Sergey Subbotin, Valerii Lovkin, Serhii Leoshchenko, Tetiana Zaiko

Proceedings of the Advances in Intelligent Systems and Computing III, 2018

2017

Parallel method of production rules extraction based on computational intelligence.

Andrii O. Oliinyk, S. Yu. Skrupsky, Sergey Subbotin, Igor Korobiichuk

Autom. Control. Comput. Sci., 2017

2015

Experimental investigation with analyzing the training method complexity of neuro-fuzzy networks based on parallel random search.

Andrii O. Oliinyk, S. Yu. Skrupsky, Sergei Subbotin

Autom. Control. Comput. Sci., 2015

2014

Factor analysis of transaction data bases.

Andrii O. Oliinyk, T. A. Zaiko, Sergei Subbotin

Autom. Control. Comput. Sci., 2014

Using parallel random search to train fuzzy neural networks.

Andrii O. Oliinyk, S. Yu. Skrupsky, Sergei Subbotin

Autom. Control. Comput. Sci., 2014