Підписатись
Roman Tkachenko
Roman Tkachenko
Підтверджена електронна адреса в lpnu.ua - Домашня сторінка
Назва
Посилання
Посилання
Рік
Model and principles for the implementation of neural-like structures based on geometric data transformations
R Tkachenko, I Izonin
Advances in Computer Science for Engineering and Education 13, 578-587, 2019
1262019
An approach towards increasing prediction accuracy for the recovery of missing IoT data based on the GRNN-SGTM ensemble
R Tkachenko, I Izonin, N Kryvinska, I Dronyuk, K Zub
Sensors 20 (9), 2625, 2020
1012020
The combined use of the wiener polynomial and SVM for material classification task in medical implants production
I Izonin, A Trostianchyn, Z Duriagina, R Tkachenko, T Tepla, ...
International Journal of Intelligent Systems and Applications 10 (9), 40-47, 2018
842018
Multiple linear regression based on coefficients identification using non-iterative SGTM neural-like structure
I Izonin, R Tkachenko, N Kryvinska, P Tkachenko, M Greguš ml
International Work-Conference on Artificial Neural Networks, 467-479, 2019
752019
Development of the non-iterative supervised learning predictor based on the ito decomposition and SGTM neural-like structure for managing medical insurance costs
R Tkachenko, I Izonin, P Vitynskyi, N Lotoshynska, O Pavlyuk
Data 3 (4), 46, 2018
752018
An approach towards missing data management using improved GRNN-SGTM ensemble method
I Izonin, R Tkachenko, V Verhun, K Zub
Engineering Science and Technology, an International Journal 24 (3), 749-759, 2021
742021
Predictive modeling based on small data in clinical medicine: RBF-based additive input-doubling method
I Izonin, R Tkachenko, I Dronyuk, P Tkachenko, M Gregus, M Rashkevych
Mathematical Biosciences and Engineering 18 (3), 2599-2613, 2021
652021
Learning-based image scaling using neural-like structure of geometric transformation paradigm
R Tkachenko, P Tkachenko, I Izonin, Y Tsymbal
Advances in soft computing and machine learning in image processing, 537-565, 2018
592018
An approach towards missing data recovery within IoT smart system
I Izonin, N Kryvinska, R Tkachenko, K Zub
Procedia Computer Science 155, 11-18, 2019
432019
The additive input-doubling method based on the SVR with nonlinear kernels: Small data approach
I Izonin, R Tkachenko, N Shakhovska, N Lotoshynska
Symmetry 13 (4), 612, 2021
422021
Missing data imputation through SGTM neural-like structure for environmental monitoring tasks
O Mishchuk, R Tkachenko, I Izonin
International Conference on Computer Science, Engineering and Education …, 2019
422019
A two-step data normalization approach for improving classification accuracy in the medical diagnosis domain
I Izonin, R Tkachenko, N Shakhovska, B Ilchyshyn, KK Singh
Mathematics 10 (11), 1942, 2022
392022
Stacking-based GRNN-SGTM ensemble model for prediction tasks
I Izonin, R Tkachenko, P Vitynskyi, K Zub, P Tkachenko, I Dronyuk
2020 International conference on decision aid sciences and application (DASA …, 2020
382020
Imbalance data classification via neural-like structures of geometric transformations model: Local and global approaches
R Tkachenko, A Doroshenko, I Izonin, Y Tsymbal, B Havrysh
Advances in Computer Science for Engineering and Education 13, 112-122, 2019
352019
A GRNN-based approach towards prediction from small datasets in medical application
I Izonin, R Tkachenko, K Zub, P Tkachenko
Procedia Computer Science 184, 242-249, 2021
342021
Piecewise-linear Approach for Medical Insurance Costs Prediction using SGTM Neural-Like Structure.
R Tkachenko, I Izonin, N Kryvinska, V Chopyak, N Lotoshynska, ...
IDDM 21, 170-179, 2018
342018
Recovery of incomplete IoT sensed data using high-performance extended-input neural-like structure
I Izonin, R Tkachenko, N Kryvinska, K Zub, O Mishchuk, T Lisovych
Procedia Computer Science 160, 521-526, 2019
322019
Hybridization of the SGTM neural-like structure through inputs polynomial extension
P Vitynskyi, R Tkachenko, I Izonin, H Kutucu
2018 IEEE Second International Conference on Data Stream Mining & Processing …, 2018
312018
Development of machine learning method of titanium alloy properties identification in additive technologies
R Tkachenko, Z Duriagina, I Lemishka, I Izonin, A Trostianchyn
Восточно-Европейский журнал передовых технологий, 23-31, 2018
312018
Learning-based image super-resolution using weight coefficients of synaptic connections
I Izonin, R Tkachenko, D Peleshko, T Rak, D Batyuk
2015 Xth International Scientific and Technical Conference" Computer …, 2015
302015
У даний момент система не може виконати операцію. Спробуйте пізніше.
Статті 1–20