Methods of sampling based on exhaustive and evolutionary search. - Sergei Subbotin 001 (Autom. Control. Comput. Sci., 2013)

Using parallel random search to train fuzzy neural networks. - Andrii O. Oliinyk; S. Yu. Skrupsky; Sergei Subbotin 001 (Autom. Control. Comput. Sci., 2014)

Factor analysis of transaction data bases. - Andrii O. Oliinyk; T. A. Zaiko; Sergei Subbotin 001 (Autom. Control. Comput. Sci., 2014)

The Instance Selection method for Neuro-fuzzy Model synthesis. - Sergey A. Subbotin (Int. J. Comput., 2014)

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 001 (Autom. Control. Comput. Sci., 2015)

The Instance and Feature Selection for Neural Network Based Diagnosis of Chronic Obstructive Bronchitis. - Sergey Subbotin 001 (Applications of Computational Intelligence in Biomedical Technology, 2015)

Parallel method of production rules extraction based on computational intelligence. - Andrii O. Oliinyk; S. Yu. Skrupsky; Sergey Subbotin 001; Igor Korobiichuk (Autom. Control. Comput. Sci., 2017)

Feature Selection Based on Parallel Stochastic Computing. - Andrii Oliinyk; Sergey Subbotin 001; Valerii Lovkin; Serhii Leoshchenko; Tetiana Zaiko (CSIT (1), 2018)

Quasi-Relief Method of Informative Features Selection for Classification. - Sergey Subbotin 001 (CSIT (1), 2018)

Knowledge-Based Recommendation System for Embedded Systems Platform-Oriented Design. - Sergey Subbotin 001; Olga Gladkova; Anzhelika Parkhomenko (CSIT (1), 2018)

Synthesis of Artificial Neural Networks Using a Modified Genetic Algorithm. - Serhii Leoshchenko; Andrii O. Oliinyk; Sergey Subbotin 001; Nataliia Gorobii; Tetiana Zaiko (IDDM, 2018)

The Regression Tree Model Building Based on a Cluster-Regression Approximation for Data-Driven Medicine. - Sergey Subbotin 001; Elena Kirsanova (IDDM, 2018)

Experimental Research and Analysis of Complexity of Parallel Method for Production Rules Extraction. - Andrii O. Oliinyk; S. Yu. Skrupsky; Sergei Subbotin 001 (Autom. Control. Comput. Sci., 2018)

The Sampling Method Preserving Interclass Boundaries. - Dmytro Kavrin; Sergey Subbotin 001 (CMIS, 2019)

Modification of the Genetic Method for Neuroevolution Synthesis of Neural Network Models for Medical Diagnosis. - Serhii Leoshchenko; Andrii O. Oliinyk; Sergey Subbotin 001; Nataliia Gorobii; Vadym Shkarupylo (CMIS, 2019)

Parallel Genetic Method for the Synthesis of Recurrent Neural Networks for Using in Medicine. - Serhii Leoshchenko; Andrii O. Oliinyk; Stepan Skrupsky; Sergey Subbotin 001; Viktor Lytvyn (CMIS, 2019)

Diagnostic Signal Nonstationarity Reduction to Predict the Helicopter Transmission State on the Basis of Intelligent Information Technologies. - Igor Limarev; Sergey Subbotin 001; Andrii O. Oliinyk; Ihor Drokin (CMIS, 2019)

A Random Forest Model Building Using A priori Information for Diagnosis. - Sergey Subbotin 001 (CMIS, 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 001; Tetiana Zaiko; Nataliia Gorobii (IDDM, 2019)

Parallel Method of Neural Network Synthesis Based on a Modified Genetic Algorithm Application. - Serhii Leoshchenko; Andrii O. Oliinyk; Stepan Skrupsky; Sergey Subbotin 001; Tetiana Zaiko (MoMLeT, 2019)

Application of Fuzzy Decision Tree for Signal Classification. - Jan Rabcan; Vitaly G. Levashenko; Elena Zaitseva; Miroslav Kvassay; Sergey Subbotin 001 (IEEE Trans. Ind. Informatics, 2019)

Adaptive Mechanisms for Parallelization of the Genetic Method of Neural Network Synthesis. - Serhii Leoshchenko; Andrii Oliinyk; Sergey Subbotin 001 (ACIT, 2020)

Bagging-based instance selection for instance-based classification. - Dmytro Kavrin; Sergey Subbotin 001 (CMIS, 2020)

Smart crossover mechanism for parallel neuroevolution method of medical diagnostic models synthesis. - Serhii Leoshchenko; Sergey Subbotin 001; Andrii O. Oliinyk; Viktor Lytvyn; Matviy Ilyashenko (CMIS, 2020)

Analysis and experimental realization of the logistic map using Arduino Pro Mini. - Volodymyr Rusyn; Sergey Subbotin 001; Aceng Sambas (CMIS, 2020)

The quality indicators of decision tree and forest based models. - Sergey Subbotin 001 (CMIS, 2020)

Linear Regression Model of the Conveyor Type Transport System. - Oleh Pihnastyi; Valery Khodusov; Sergey Subbotin 001 (ICST, 2020)

Sequencing for Encoding in Neuroevolutionary Synthesis of Neural Network Models for Medical Diagnosis. - Serhii Leoshchenko; Andrii O. Oliinyk; Sergey Subbotin 001; Tetiana Zaiko; Serhii Shylo; Viktor Lytvyn (IDDM, 2020)

Neural Network Model Synthesis Based on a Regression Tree. - Sergei Subbotin 001 (Autom. Control. Comput. Sci., 2020)

Implementation of Probabilistic Data Structures in the Processes of Neuroevolutionary Synthesis. - Serhii Leoshchenko; Andrii Oliinyk; Sergey Subbotin 001; Viktor Lytvyn; Oleksandr Korniienko (CMIS, 2021)

The Contour of Causality in Control Automata of Systems. - Mykhailo Poliakov; Sergey Subbotin 001; Oleksii Poliakov (CMIS, 2021)

Simple Autonomous Security System Based On Arduino UNO Platform and Fingerprint Scanner Module: A Study Case. - Volodymyr Rusyn; Sergey Subbotin 001; Aceng Sambas (CMIS, 2021)

Implementation of Language Processing Tools for the University Quality System. - Yevhenii Shendrikov; Daria Tabunshchyk; Sergey Subbotin 001; Peter Arras; Galyna Tabunshchyk (IDAACS, 2021)

Implementation of Reinforcement Learning Strategies in the Synthesis of Neuromodels to Solve Medical Diagnostics Tasks. - Serhii Leoshchenko; Andrii Oliinyk; Sergey Subbotin 001; Viktor Lytvyn; Oleksandr Korniienko (IDDM, 2021)

Using the Actor-Critic Method for Population Diversity in Neuroevolutionary Synthesis. - Serhii Leoshchenko; Andrii O. Oliinyk; Sergey Subbotin 001; Vadym Shkarupylo (IntelITSIS, 2021)

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 001; Nina Chichikalo; Katerina Larina (CMIS, 2022)

Neuroevolutionary Mechanisms in the Synthesis of Spiking Neural Networks. - Serhii Leoshchenko; Andrii Oliinyk; Sergey Subbotin 001; Matviy Ilyashenko; Artem Borovikov (CMIS, 2022)

Work-in-Progress: Framework for Academia-Industry Partnership in Ukraine. - Galyna Tabunshchyk; Anzhelika Parkhomenko; Sergey Subbotin 001; Andrii Karpenko; Oleksandr Yurchak; Eduard Trotsenko (ICL (2), 2022)

Thermal Image Super-Resolution Methods Using Neural Networks. - Andrii Didenko; Andrii Oliinyk; Sergey Subbotin 001 (CMIS, 2023)

Neuroevolution Methods for Organizing the Search for Anomalies in Time Series. - Serhii Leoshchenko; Andrii Oliinyk; Sergey Subbotin 001; Matviy Ilyashenko; Tetiana Kolpakova (CMIS, 2023)

Employing Generative Artificial Intelligence in Replacement of Traditional Backend Systems. - Artur Moroz; Illia Solohubov; Andrii Oliinyk; Sergey A. Subbotin; Stepan Skrupsky (AUTOMATION, 2024)

The Modified Genetic Algorithm for Solving the Traveling Salesman Problem. - Illia Solohubov; Artur Moroz; Andrii Oliinyk; Sergey A. Subbotin; Stepan Skrupsky (AUTOMATION, 2024)

Development of an Embedded Operating System Based on the Linux Kernel for SoC FPGA. - Yurii Herman; Oleh Krulikovskyi; Serhii Haliuk; Sergey Subbotin 001 (CMIS, 2024)

Implementation of Swarm Intelligence Methods for Preprocessing in Nuroevolution Synthesis. - Serhii Leoshchenko; Andrii Oliinyk; Sergey Subbotin 001; Tetiana Kolpakova (CMIS, 2024)

Computer Modelling, Analysis of the Main Information Properties of Memristor and Its Application in Secure Communication System. - Volodymyr Rusyn; Sergey Subbotin 001; George Vorobets; Oleksandr Vorobets (CMIS, 2024)

Apple leaf diseases detection using convolutional neural networks. - Sergey Subbotin 001; Andrii Oliinyk; Tetiana Kolpakova; Vladyslav Perehuda; Danylo Borovyk (MoMLeT, 2024)

Detection of Vehicles in Aerial Photographs Using Convolutional Neural Network. - Danylo Borovyk; Roman Fedoniuk; Andrii Oliinyk; Sergey Subbotin 001; Tetiana Kolpakova (SMARTINDUSTRY, 2024)

Transfer Training Tools and Methods for Diagnostic Tasks. - Serhii Leoshchenko; Sergey Subbotin 001; Artem Borovikov; Yevgeny Gofman (CMIS, 2025)