Serhii Leoshchenko
Orcid: 0000-0001-5099-5518
According to our database1,
Serhii Leoshchenko
authored at least 15 papers
between 2018 and 2024.
Collaborative distances:
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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
Proceedings of The Sixth International Workshop on Computer Modeling and Intelligent Systems (CMIS 2023), 2023
2022
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
Proceedings of the 1st International Workshop on Informatics & Data-Driven Medicine (IDDM 2018), 2018
Proceedings of the Advances in Intelligent Systems and Computing III, 2018