Parallel Genetic Method for the Synthesis of Recurrent Neural Networks for Using in Medicine. - Serhii Leoshchenko; Andrii O. Oliinyk; Stepan Skrupsky; Sergey Subbotin 001; Viktor Lytvyn (CMIS, 2019)

Smart crossover mechanism for parallel neuroevolution method of medical diagnostic models synthesis. - Serhii Leoshchenko; Sergey Subbotin 001; Andrii O. Oliinyk; Viktor Lytvyn; Matviy Ilyashenko (CMIS, 2020)

Sequencing for Encoding in Neuroevolutionary Synthesis of Neural Network Models for Medical Diagnosis. - Serhii Leoshchenko; Andrii O. Oliinyk; Sergey Subbotin 001; Tetiana Zaiko; Serhii Shylo; Viktor Lytvyn (IDDM, 2020)

Implementation of Probabilistic Data Structures in the Processes of Neuroevolutionary Synthesis. - Serhii Leoshchenko; Andrii Oliinyk; Sergey Subbotin 001; Viktor Lytvyn; Oleksandr Korniienko (CMIS, 2021)

Implementation of Reinforcement Learning Strategies in the Synthesis of Neuromodels to Solve Medical Diagnostics Tasks. - Serhii Leoshchenko; Andrii Oliinyk; Sergey Subbotin 001; Viktor Lytvyn; Oleksandr Korniienko (IDDM, 2021)