Serhii Leoshchenko

17 papers C 4Journal 1Unranked 12
YearRankTypeTitle / 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
Transfer Training Tools and Methods for Diagnostic Tasks.
CMIS
Serhii Leoshchenko, Sergey Subbotin, Artem Borovikov, Yevgeny Gofman
2024 — conf
Implementation of Swarm Intelligence Methods for Preprocessing in Nuroevolution Synthesis.
CMIS
Serhii Leoshchenko, Andrii Oliinyk, Sergey Subbotin, Tetiana Kolpakova
2023 — conf
Neuroevolution Methods for Organizing the Search for Anomalies in Time Series.
CMIS
Serhii Leoshchenko, Andrii Oliinyk, Sergey Subbotin, Matviy Ilyashenko, Tetiana Kolpakova
2022 — conf
Neuroevolutionary Mechanisms in the Synthesis of Spiking Neural Networks.
CMIS
Serhii Leoshchenko, Andrii Oliinyk, Sergey Subbotin, Matviy Ilyashenko, Artem Borovikov
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 — 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 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
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
2018 — conf
Feature Selection Based on Parallel Stochastic Computing.
CSIT (1)
Andrii Oliinyk, Sergey Subbotin, Valerii Lovkin, Serhii Leoshchenko, Tetiana Zaiko
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