Sergey Subbotin

49 papers A 1C 6Journal 3Unranked 31

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	TopoImageNet: Topology-Aware Deep Neuromodel With Kolmogorov-Arnold Attention for Graphic Image Recognition. IEEE Access Danylo Borovyk, Khadija Alhumaid, Andrii Oliinyk, Serhii Leoshchenko, Jamil Abedalrahim Jamil Alsayaydeh, Sergey Subbotin
2025	—	`conf`	Analysis of methods and models for implementing databases and web interfaces: a case study of student management information systems. AdvAIT Leonid Romaniuk, Sergey Subbotin, Ihor Chykhira, Olesya Shtanyuk, Halyna Tulaidan
2025	—	`ed.`	Proceedings of The Eighth International Workshop on Computer Modeling and Intelligent Systems, CMIS 2025, Zaporizhzhia, Ukraine, May 5, 2025. CMIS Sergey Subbotin
2025	—	`conf`	Transfer Training Tools and Methods for Diagnostic Tasks. CMIS Serhii Leoshchenko, Sergey Subbotin, Artem Borovikov, Yevgeny Gofman
2024	—	`conf`	Apple leaf diseases detection using convolutional neural networks. MoMLeT Sergey Subbotin, Andrii Oliinyk, Tetiana Kolpakova, Vladyslav Perehuda, Danylo Borovyk
2024	—	`conf`	Computer Modelling, Analysis of the Main Information Properties of Memristor and Its Application in Secure Communication System. CMIS Volodymyr Rusyn, Sergey Subbotin, George Vorobets, Oleksandr Vorobets
2024	—	`conf`	Detection of Vehicles in Aerial Photographs Using Convolutional Neural Network. SMARTINDUSTRY Danylo Borovyk, Roman Fedoniuk, Andrii Oliinyk, Sergey Subbotin, Tetiana Kolpakova
2024	—	`conf`	Development of an Embedded Operating System Based on the Linux Kernel for SoC FPGA. CMIS Yurii Herman, Oleh Krulikovskyi, Serhii Haliuk, Sergey Subbotin
2024	—	`conf`	Implementation of Swarm Intelligence Methods for Preprocessing in Nuroevolution Synthesis. CMIS Serhii Leoshchenko, Andrii Oliinyk, Sergey Subbotin, Tetiana Kolpakova
2024	—	`ed.`	Proceedings of The Seventh International Workshop on Computer Modeling and Intelligent Systems (CMIS-2024), Zaporizhzhia, Ukraine, May 3, 2024. CMIS Sergey Subbotin
2023	—	`conf`	Neuroevolution Methods for Organizing the Search for Anomalies in Time Series. CMIS Serhii Leoshchenko, Andrii Oliinyk, Sergey Subbotin, Matviy Ilyashenko, Tetiana Kolpakova
2023	—	`ed.`	Proceedings of The Sixth International Workshop on Computer Modeling and Intelligent Systems (CMIS 2023), Zaporizhzhia, Ukraine, May 3, 2023. CMIS Sergey Subbotin
2023	—	`conf`	Thermal Image Super-Resolution Methods Using Neural Networks. CMIS Andrii Didenko, Andrii Oliinyk, Sergey Subbotin
2022	—	`conf`	Decision-making Algorithm in Case of Failure of the Electric Motor of a Multi-rotor Unmanned Aerial Vehicle. CMIS Vitaliy Larin, Heorhii Rozorinov, Oleksandr Hres, Volodymyr Rusyn, Sergey Subbotin, Nina Chichikalo, Katerina Larina
2022	—	`conf`	Neuroevolutionary Mechanisms in the Synthesis of Spiking Neural Networks. CMIS Serhii Leoshchenko, Andrii Oliinyk, Sergey Subbotin, Matviy Ilyashenko, Artem Borovikov
2022	—	`ed.`	Proceedings of The Fifth International Workshop on Computer Modeling and Intelligent Systems (CMIS-2022), Zaporizhzhia, Ukraine, May 12, 2022. CMIS Sergey Subbotin
2022	—	`conf`	Work-in-Progress: Framework for Academia-Industry Partnership in Ukraine. ICL (2) Galyna Tabunshchyk, Anzhelika Parkhomenko, Sergey Subbotin, Andrii Karpenko, Oleksandr Yurchak, Eduard Trotsenko
2021	—	`conf`	Implementation of Language Processing Tools for the University Quality System. IDAACS Yevhenii Shendrikov, Daria Tabunshchyk, Sergey Subbotin, Peter Arras, Galyna Tabunshchyk
2021	—	`conf`	Implementation of Probabilistic Data Structures in the Processes of Neuroevolutionary Synthesis. CMIS Serhii Leoshchenko, Andrii Oliinyk, Sergey Subbotin, Viktor Lytvyn, Oleksandr Korniienko
2021	C	`conf`	Implementation of Reinforcement Learning Strategies in the Synthesis of Neuromodels to Solve Medical Diagnostics Tasks. IDDM Serhii Leoshchenko, Andrii Oliinyk, Sergey Subbotin, Viktor Lytvyn, Oleksandr Korniienko
2021	—	`ed.`	Proceedings of The Fourth International Workshop on Computer Modeling and Intelligent Systems (CMIS-2021), Zaporizhzhia, Ukraine, April 27, 2021. CMIS Sergey Subbotin
2021	—	`conf`	Simple Autonomous Security System Based On Arduino UNO Platform and Fingerprint Scanner Module: A Study Case. CMIS Volodymyr Rusyn, Sergey Subbotin, Aceng Sambas
2021	—	`conf`	The Contour of Causality in Control Automata of Systems. CMIS Mykhailo Poliakov, Sergey Subbotin, Oleksii Poliakov
2021	—	`conf`	Using the Actor-Critic Method for Population Diversity in Neuroevolutionary Synthesis. IntelITSIS Serhii Leoshchenko, Andrii O. Oliinyk, Sergey Subbotin, Vadym Shkarupylo
2020	—	`conf`	Adaptive Mechanisms for Parallelization of the Genetic Method of Neural Network Synthesis. ACIT Serhii Leoshchenko, Andrii Oliinyk, Sergey Subbotin
2020	—	`conf`	Analysis and experimental realization of the logistic map using Arduino Pro Mini. CMIS Volodymyr Rusyn, Sergey Subbotin, Aceng Sambas
2020	—	`conf`	Bagging-based instance selection for instance-based classification. CMIS Dmytro Kavrin, Sergey Subbotin
2020	A	`conf`	Linear Regression Model of the Conveyor Type Transport System. ICST Oleh Pihnastyi, Valery Khodusov, Sergey Subbotin
2020	—	`ed.`	Proceedings of The Third International Workshop on Computer Modeling and Intelligent Systems (CMIS-2020), Zaporizhzhia, Ukraine, April 27-May 1, 2020. CMIS Sergey Subbotin
2020	C	`conf`	Sequencing for Encoding in Neuroevolutionary Synthesis of Neural Network Models for Medical Diagnosis. IDDM Serhii Leoshchenko, Andrii O. Oliinyk, Sergey Subbotin, Tetiana Zaiko, Serhii Shylo, Viktor Lytvyn
2020	—	`conf`	Smart crossover mechanism for parallel neuroevolution method of medical diagnostic models synthesis. CMIS Serhii Leoshchenko, Sergey Subbotin, Andrii O. Oliinyk, Viktor Lytvyn, Matviy Ilyashenko
2020	—	`conf`	The quality indicators of decision tree and forest based models. CMIS Sergey Subbotin
2019	—	`conf`	A Random Forest Model Building Using A priori Information for Diagnosis. CMIS Sergey Subbotin
2019	J	`jnl`	Application of Fuzzy Decision Tree for Signal Classification. IEEE Trans. Ind. Informatics Jan Rabcan, Vitaly G. Levashenko, Elena Zaitseva, Miroslav Kvassay, Sergey Subbotin
2019	—	`conf`	Diagnostic Signal Nonstationarity Reduction to Predict the Helicopter Transmission State on the Basis of Intelligent Information Technologies. CMIS Igor Limarev, Sergey Subbotin, Andrii O. Oliinyk, Ihor Drokin
2019	C	`conf`	Implementation of Selective Pressure Mechanism to Optimize Memory Consumption in the Synthesis of Neuromodels for Medical Diagnostics. IDDM Serhii Leoshchenko, Andrii O. Oliinyk, Sergey Subbotin, Tetiana Zaiko, Nataliia Gorobii
2019	—	`conf`	Modification of the Genetic Method for Neuroevolution Synthesis of Neural Network Models for Medical Diagnosis. CMIS Serhii Leoshchenko, Andrii O. Oliinyk, Sergey Subbotin, Nataliia Gorobii, Vadym Shkarupylo
2019	—	`conf`	Parallel Genetic Method for the Synthesis of Recurrent Neural Networks for Using in Medicine. CMIS Serhii Leoshchenko, Andrii O. Oliinyk, Stepan Skrupsky, Sergey Subbotin, Viktor Lytvyn
2019	—	`conf`	Parallel Method of Neural Network Synthesis Based on a Modified Genetic Algorithm Application. MoMLeT Serhii Leoshchenko, Andrii O. Oliinyk, Stepan Skrupsky, Sergey Subbotin, Tetiana Zaiko
2019	—	`ed.`	Proceedings of the Second International Workshop on Computer Modeling and Intelligent Systems (CMIS-2019), Zaporizhzhia, Ukraine, April 15-19, 2019. CMIS David Luengo, Sergey Subbotin, Peter Arras, Yevgeniy V. Bodyanskiy, Karsten Henke, Ivan Izonin, Vitaly G. Levashenko, Volodymyr Lytvynenko, Anzhelika Parkhomenko, Andreas Pester, Natalya Shakhovska, Alexei Sharpanskykh, Galyna Tabunshchyk, Carsten Wolff, Heinz-Dietrich Wuttke, Elena Zaitseva
2019	—	`conf`	The Sampling Method Preserving Interclass Boundaries. CMIS Dmytro Kavrin, Sergey Subbotin
2018	—	`conf`	Feature Selection Based on Parallel Stochastic Computing. CSIT (1) Andrii Oliinyk, Sergey Subbotin, Valerii Lovkin, Serhii Leoshchenko, Tetiana Zaiko
2018	—	`conf`	Knowledge-Based Recommendation System for Embedded Systems Platform-Oriented Design. CSIT (1) Sergey Subbotin, Olga Gladkova, Anzhelika Parkhomenko
2018	C	`ed.`	Proceedings of the 1st International Workshop on Informatics & Data-Driven Medicine (IDDM 2018), Lviv, Ukraine, November 28-30, 2018. IDDM Nataliya Shakhovska, Sergio Montenegro, Yannick Estève, Sergey Subbotin, Natalia Kryvinska, Ivan Izonin
2018	—	`conf`	Quasi-Relief Method of Informative Features Selection for Classification. CSIT (1) Sergey Subbotin
2018	C	`conf`	Synthesis of Artificial Neural Networks Using a Modified Genetic Algorithm. IDDM Serhii Leoshchenko, Andrii O. Oliinyk, Sergey Subbotin, Nataliia Gorobii, Tetiana Zaiko
2018	C	`conf`	The Regression Tree Model Building Based on a Cluster-Regression Approximation for Data-Driven Medicine. IDDM Sergey Subbotin, Elena Kirsanova
2017	J	`jnl`	Parallel method of production rules extraction based on computational intelligence. Autom. Control. Comput. Sci. Andrii O. Oliinyk, S. Yu. Skrupsky, Sergey Subbotin, Igor Korobiichuk
2015	—	`ch.`	The Instance and Feature Selection for Neural Network Based Diagnosis of Chronic Obstructive Bronchitis. Applications of Computational Intelligence in Biomedical Technology Sergey Subbotin