Serhii Leoshchenko

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 15

Top Topics

Learning Strategies

Medical Diagnostic

Top Venues

Publications

Serhii Leoshchenko, Andrii Oliinyk, Sergey Subbotin, Tetiana Kolpakova
Implementation of Swarm Intelligence Methods for Preprocessing in Nuroevolution Synthesis. CMIS (2024)
Serhii Leoshchenko, Andrii Oliinyk, Sergey Subbotin, Matviy Ilyashenko, Tetiana Kolpakova
Neuroevolution Methods for Organizing the Search for Anomalies in Time Series. CMIS (2023)
Serhii Leoshchenko, Andrii Oliinyk, Sergey Subbotin, Matviy Ilyashenko, Artem Borovikov
Neuroevolutionary Mechanisms in the Synthesis of Spiking Neural Networks. CMIS (2022)
Serhii Leoshchenko, Andrii O. Oliinyk, Sergey A. Subbotin, Vadym Shkarupylo
Using the Actor-Critic Method for Population Diversity in Neuroevolutionary Synthesis. IntelITSIS (2021)
Serhii Leoshchenko, Andrii Oliinyk, Sergey A. Subbotin, Viktor Lytvyn, Oleksandr Korniienko
Implementation of Reinforcement Learning Strategies in the Synthesis of Neuromodels to Solve Medical Diagnostics Tasks. IDDM (2021)
Serhii Leoshchenko, Andrii Oliinyk, Sergey A. Subbotin, Viktor Lytvyn, Oleksandr Korniienko
Implementation of Probabilistic Data Structures in the Processes of Neuroevolutionary Synthesis. CMIS (2021)
Serhii Leoshchenko, Andrii Oliinyk, Sergey A. Subbotin
Adaptive Mechanisms for Parallelization of the Genetic Method of Neural Network Synthesis. ACIT (2020)
Serhii Leoshchenko, Sergey A. Subbotin, Andrii O. Oliinyk, Viktor Lytvyn, Matviy Ilyashenko
Smart crossover mechanism for parallel neuroevolution method of medical diagnostic models synthesis. CMIS (2020)
Serhii Leoshchenko, Andrii O. Oliinyk, Sergey A. Subbotin, Tetiana Zaiko, Serhii Shylo, Viktor Lytvyn
Sequencing for Encoding in Neuroevolutionary Synthesis of Neural Network Models for Medical Diagnosis. IDDM (2020)
Serhii Leoshchenko, Andrii O. Oliinyk, Stepan Skrupsky, Sergey A. Subbotin, Viktor Lytvyn
Parallel Genetic Method for the Synthesis of Recurrent Neural Networks for Using in Medicine. CMIS (2019)
Serhii Leoshchenko, Andrii O. Oliinyk, Stepan Skrupsky, Sergey A. Subbotin, Tetiana Zaiko
Parallel Method of Neural Network Synthesis Based on a Modified Genetic Algorithm Application. MoMLeT (2019)
Serhii Leoshchenko, Andrii O. Oliinyk, Sergey A. Subbotin, Nataliia Gorobii, Vadym Shkarupylo
Modification of the Genetic Method for Neuroevolution Synthesis of Neural Network Models for Medical Diagnosis. CMIS (2019)
Serhii Leoshchenko, Andrii O. Oliinyk, Sergey A. Subbotin, Tetiana Zaiko, Nataliia Gorobii
Implementation of Selective Pressure Mechanism to Optimize Memory Consumption in the Synthesis of Neuromodels for Medical Diagnostics. IDDM (2019)
Serhii Leoshchenko, Andrii O. Oliinyk, Sergey A. Subbotin, Nataliia Gorobii, Tetiana Zaiko
Synthesis of Artificial Neural Networks Using a Modified Genetic Algorithm. IDDM (2018)
Andrii Oliinyk, Sergey A. Subbotin, Valerii Lovkin, Serhii Leoshchenko, Tetiana Zaiko
Feature Selection Based on Parallel Stochastic Computing. CSIT (1) (2018)