Sergei Subbotin

According to our database, Sergei Subbotin authored at least 45 papers between 2013 and 2024.

Collaborative distances:

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

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

Computer Modelling, Analysis of the Main Information Properties of Memristor and Its Application in Secure Communication System.

Volodymyr Rusyn, Sergey Subbotin, George Vorobets, Oleksandr Vorobets

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

Development of an Embedded Operating System Based on the Linux Kernel for SoC FPGA.

Yurii Herman, Oleh Krulikovskyi, Serhii Haliuk, Sergey Subbotin

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

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

2022

Work-in-Progress: Framework for Academia-Industry Partnership in Ukraine.

Galyna Tabunshchyk, Anzhelika Parkhomenko, Sergey Subbotin, Andrii Karpenko, Oleksandr Yurchak, Eduard Trotsenko

Proceedings of the Learning in the Age of Digital and Green Transition, 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

Decision-making Algorithm in Case of Failure of the Electric Motor of a Multi-rotor Unmanned Aerial Vehicle.

Vitaliy Larin, Heorhii Rozorinov, Oleksandr Hres, Volodymyr Rusyn, Sergey Subbotin, Nina Chichikalo, Katerina Larina

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

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 Language Processing Tools for the University Quality System.

Yevhenii Shendrikov, Daria Tabunshchyk, Sergey Subbotin, Peter Arras, Galyna Tabunshchyk

Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021

Simple Autonomous Security System Based On Arduino UNO Platform and Fingerprint Scanner Module: A Study Case.

Volodymyr Rusyn, Sergey Subbotin, Aceng Sambas

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

The Contour of Causality in Control Automata of Systems.

Mykhailo Poliakov, Sergey Subbotin, Oleksii Poliakov

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

2020

Neural Network Model Synthesis Based on a Regression Tree.

Sergei Subbotin

Autom. Control. Comput. Sci., 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

Linear Regression Model of the Conveyor Type Transport System.

Oleh Pihnastyi, Valery Khodusov, Sergey Subbotin

Proceedings of the 9th International Conference "Information Control Systems & Technologies", 2020

The quality indicators of decision tree and forest based models.

Sergey Subbotin

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

Analysis and experimental realization of the logistic map using Arduino Pro Mini.

Volodymyr Rusyn, Sergey Subbotin, Aceng Sambas

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

Bagging-based instance selection for instance-based classification.

Dmytro Kavrin, Sergey Subbotin

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

2019

Application of Fuzzy Decision Tree for Signal Classification.

Jan Rabcan, Vitaly G. Levashenko, Elena Zaitseva, Miroslav Kvassay, Sergey Subbotin

IEEE Trans. Ind. Informatics, 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

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

A Random Forest Model Building Using A priori Information for Diagnosis.

Sergey Subbotin

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

The Sampling Method Preserving Interclass Boundaries.

Dmytro Kavrin, Sergey Subbotin

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

The Regression Tree Model Building Based on a Cluster-Regression Approximation for Data-Driven Medicine.

Sergey Subbotin, Elena Kirsanova

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

Knowledge-Based Recommendation System for Embedded Systems Platform-Oriented Design.

Sergey Subbotin, Olga Gladkova, Anzhelika Parkhomenko

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

Quasi-Relief Method of Informative Features Selection for Classification.

Sergey Subbotin

Proceedings of the Advances in Intelligent Systems and Computing III, 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

The Instance and Feature Selection for Neural Network Based Diagnosis of Chronic Obstructive Bronchitis.

Sergey Subbotin

Proceedings of the Applications of Computational Intelligence in Biomedical Technology, 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

The Instance Selection method for Neuro-fuzzy Model synthesis.

Sergey A. Subbotin

Int. J. Comput., 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

2013

Methods of sampling based on exhaustive and evolutionary search.

Sergei Subbotin

Autom. Control. Comput. Sci., 2013