Development of the indicator set of the features informativeness estimation for recognition and diagnostic model synthesis A Oliinyk, S Subbotin, V Lovkin, S Leoshchenko, T Zaiko 2018 14th International Conference on Advanced Trends in Radioelecrtronics …, 2018 | 20 | 2018 |
Synthesis of artificial neural networks using a modified genetic algorithm S Leoshchenko, A Oliinyk, S Subbotin, N Gorobii, T Zaiko CEUR Workshop Proceedings, 1-13, 2018 | 17 | 2018 |
Parallel Method of Neural Network Synthesis Based on a Modified Genetic Algorithm Application S Leoshchenko, A Oliinyk, S Skrupsky, S Subbotin, T Zaiko MoMLeT&DS-2019, 11-23, 2019 | 14 | 2019 |
Using Modern Architectures of Recurrent Neural Networks for Technical Diagnosis of Complex Systems S Leoshchenko, A Oliinyk, S Subbotin, T Zaiko 2018 International Scientific-Practical Conference Problems of …, 2018 | 14 | 2018 |
Parallel data reduction method for complex technical objects and processes A Oliinyk, S Leoshchenko, V Lovkin, S Subbotin, T Zaiko 2018 IEEE 9th International Conference on Dependable Systems, Services and …, 2018 | 14 | 2018 |
Feature Selection Based on Parallel Stochastic Computing A Oliinyk, S Subbotin, V Lovkin, S Leoshchenko, T Zaiko 2018 IEEE 13th International Scientific and Technical Conference on Computer …, 2018 | 11 | 2018 |
Methods of semantic proximity extraction between the lexical units in infocommunication systems S Leoshchenko, A Oliinyk, S Subbotin, T Zaiko 2017 4th International Scientific-Practical Conference Problems of …, 2017 | 9 | 2017 |
MODIFICATION AND PARALLELIZATION OF GENETIC ALGORITHM FOR SYNTHESIS OF ARTIFICIAL NEURAL NETWORKS SD Leoshchenko, AO Oliinyk, SA Subbotin, VA Lytvyn, VV Shkarupylo Radio Electronics, Computer Science, Control, 68-82, 2019 | 8 | 2019 |
Using recurrent neural networks for data-centric business S Leoshchenko, A Oliinyk, S Subbotin, T Zaiko Data-Centric Business and Applications: Evolvements in Business Information …, 2020 | 7 | 2020 |
Method of Artificial Neural Network Synthesis for Using in Integrated CAD S Leoshchenko, A Oliinyk, S Subbotin, S Shylo, V Shkarupylo 2019 IEEE 15th International Conference on the Experience of Designing and …, 2019 | 7 | 2019 |
IMPLEMENTATION OF THE INDICATOR SYSTEM IN MODELING OF COMPLEX TECHNICAL SYSTEMS SD Leoshchenko, SA Subbotin, AO Oliinyk, OE Narivs’kiy Radio electronics, computer science, control, 117-126, 2021 | 5 | 2021 |
Adaptive Mechanisms for Parallelization of the Genetic Method of Neural Network Synthesis S Leoshchenko, A Oliinyk, S Subbotin 2020 10th International Conference on Advanced Computer Information …, 2020 | 5 | 2020 |
Parallel Genetic Method for the Synthesis of Recurrent Neural Networks for Using in Medicine. S Leoshchenko, AO Oliinyk, S Skrupsky, S Subbotin, V Lytvyn CMIS, 1-17, 2019 | 5 | 2019 |
Implementation of Selective Pressure Mechanism to Optimize Memory Consumption in the Synthesis of Neuromodels for Medical Diagnostics S Leoshchenko, A Oliinyk, S Subbotin, T Zaiko, N Gorobii 2nd International Workshop on Informatics & Data-Driven Medicine (IDDM 2019 …, 2019 | 4 | 2019 |
Modification of the genetic method for neuroevolution synthesis of neural network models for medical diagnosis S Leoshchenko, A Oliinyk, S Subbotin, N Gorobii, V Shkarupylo CMIS, 143-158, 2019 | 4 | 2019 |
Smart Crossover Mechanism for Parallel Neuroevolution Method of Medical Diagnostic Models Synthesis S Leoshchenko, S Subbotin, A Oliinyk, V Lytvyn, M Ilyashenko Proceedings of The Third International Workshop on Computer Modeling and …, 2020 | 3 | 2020 |
Аdditional training of neuro-fuzzy diagnostic models A Oliinyk, S Subbotin, S Leoshchenko, M Ilyashenko, N Myronova, ... Радіоелектроніка, інформатика, управління, 106-119, 2018 | 3 | 2018 |
Using the actor-critic method for population diversity in neuroevolutionary synthesis S Leoshchenko, A Oliinyk, S Subbotin, V Shkarupylo CEUR Workshop Proceedings the 2nd International Workshop on Intelligent …, 2021 | 2 | 2021 |
Sequencing for encoding in neuroevolutionary synthesis of neural network models for medical diagnosis S Leoshchenko, A Oliinyk, S Subbotin, T Zaiko, S Shylo, V Lytvyn Proceedings of the 3rd International Conference on Informatics & Data-Driven …, 2020 | 2 | 2020 |
USAGE OF SWARM INTELLIGENCE STRATEGIES DURING PROJECTION OF PARALLEL NEUROEVOLUTION METHODS FOR NEUROMODEL SYNTHESIS S Leoshchenko, A Oliinyk, S Subbotin, T Zaiko Technology audit and production reserves 5 (No 2(55)), 12-17, 2020 | 2 | 2020 |