Serhii Leoshchenko

According to our database, Serhii Leoshchenko authored at least 14 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2023

Neuroevolution Methods for Organizing the Search for Anomalies in Time Series.

Serhii Leoshchenko, Andrii Oliinyk, Sergey Subbotin, Matviy Ilyashenko, Tetiana Kolpakova

Proceedings of The Sixth International Workshop on Computer Modeling and Intelligent Systems (CMIS 2023), 2023

2022

Neuroevolutionary Mechanisms in the Synthesis of Spiking Neural Networks.

Serhii Leoshchenko, Andrii Oliinyk, Sergey Subbotin, Matviy Ilyashenko, Artem Borovikov

Proceedings of The Fifth International Workshop on Computer Modeling and Intelligent Systems (CMIS-2022), 2022

2021

Using the Actor-Critic Method for Population Diversity in Neuroevolutionary Synthesis.

Serhii Leoshchenko, Andrii O. Oliinyk, Sergey Subbotin, Vadym Shkarupylo

Proceedings of the 2nd International Workshop on Intelligent Information Technologies & Systems of Information Security with CEUR-WS, 2021

Implementation of Reinforcement Learning Strategies in the Synthesis of Neuromodels to Solve Medical Diagnostics Tasks.

Serhii Leoshchenko, Andrii Oliinyk, Sergey Subbotin, Viktor Lytvyn, Oleksandr Korniienko

Proceedings of the 4th International Conference on Informatics & Data-Driven Medicine, Valencia, Spain, November 19, 2021

Implementation of Probabilistic Data Structures in the Processes of Neuroevolutionary Synthesis.

Serhii Leoshchenko, Andrii Oliinyk, Sergey Subbotin, Viktor Lytvyn, Oleksandr Korniienko

Proceedings of The Fourth International Workshop on Computer Modeling and Intelligent Systems (CMIS-2021), 2021

2020

Sequencing for Encoding in Neuroevolutionary Synthesis of Neural Network Models for Medical Diagnosis.

Serhii Leoshchenko, Andrii O. Oliinyk, Sergey Subbotin, Tetiana Zaiko, Serhii Shylo, Viktor Lytvyn

Proceedings of the 3rd International Conference on Informatics & Data-Driven Medicine, Växjö, Sweden, November 19, 2020

Smart crossover mechanism for parallel neuroevolution method of medical diagnostic models synthesis.

Serhii Leoshchenko, Sergey Subbotin, Andrii O. Oliinyk, Viktor Lytvyn, Matviy Ilyashenko

Proceedings of The Third International Workshop on Computer Modeling and Intelligent Systems (CMIS-2020), 2020

Adaptive Mechanisms for Parallelization of the Genetic Method of Neural Network Synthesis.

Serhii Leoshchenko, Andrii Oliinyk, Sergey Subbotin

Proceedings of the 10th International Conference on Advanced Computer Information Technologies, 2020

2019

Parallel Method of Neural Network Synthesis Based on a Modified Genetic Algorithm Application.

Serhii Leoshchenko, Andrii O. Oliinyk, Stepan Skrupsky, Sergey Subbotin, Tetiana Zaiko

Proceedings of the Modern Machine Learning Technologies, 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, Tetiana Zaiko, Nataliia Gorobii

Proceedings of the 2nd International Workshop on Informatics & Data-Driven Medicine (IDDM 2019), 2019

Parallel Genetic Method for the Synthesis of Recurrent Neural Networks for Using in Medicine.

Serhii Leoshchenko, Andrii O. Oliinyk, Stepan Skrupsky, Sergey Subbotin, Viktor Lytvyn

Proceedings of the Second International Workshop on Computer Modeling and Intelligent Systems (CMIS-2019), 2019

Modification of the Genetic Method for Neuroevolution Synthesis of Neural Network Models for Medical Diagnosis.

Serhii Leoshchenko, Andrii O. Oliinyk, Sergey Subbotin, Nataliia Gorobii, Vadym Shkarupylo

Proceedings of the Second International Workshop on Computer Modeling and Intelligent Systems (CMIS-2019), 2019

2018

Synthesis of Artificial Neural Networks Using a Modified Genetic Algorithm.

Serhii Leoshchenko, Andrii O. Oliinyk, Sergey Subbotin, Nataliia Gorobii, Tetiana Zaiko

Proceedings of the 1st International Workshop on Informatics & Data-Driven Medicine (IDDM 2018), 2018

Feature Selection Based on Parallel Stochastic Computing.

Andrii Oliinyk, Sergey Subbotin, Valerii Lovkin, Serhii Leoshchenko, Tetiana Zaiko

Proceedings of the Advances in Intelligent Systems and Computing III, 2018