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

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)

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)

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

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)

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

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

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

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

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