Serhii Leoshchenko

Orcid: 0000-0001-5099-5518

According to our database1, Serhii Leoshchenko authored at least 15 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of six.
  • Erdős number3 of five.

Timeline

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On csauthors.net:

Bibliography

2024
Implementation of Swarm Intelligence Methods for Preprocessing in Nuroevolution Synthesis.
Proceedings of The Seventh International Workshop on Computer Modeling and Intelligent Systems (CMIS-2024), 2024

2023
Neuroevolution Methods for Organizing the Search for Anomalies in Time Series.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
Proceedings of the 1st International Workshop on Informatics & Data-Driven Medicine (IDDM 2018), 2018

Feature Selection Based on Parallel Stochastic Computing.
Proceedings of the Advances in Intelligent Systems and Computing III, 2018


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