Ivan Izonin / Іван Ізонін
Ivan Izonin / Іван Ізонін
Ph.D., Associate Professor at the Department of Artificial Intelligence, LPNU
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
International Conference on Computer Science, Engineering and Education …, 2018
772018
Image Superresolution via Divergence Matrix and Automatic Detection of Crossover
D Peleshko, T Rak, I Izonin
International Journal of Intelligent Systems and Applications 8 (12), 1, 2016
482016
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
412018
Multiple Linear Regression based on Coefficients Identification using Non-Iterative SGTM Neural-Like Structure
I Izonin, R Tkachenko, N Kryvinska, P Tkachenko
International Work-Conference on Artificial Neural Networks, 467-479, 2019
372019
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
352018
Single-frame image super-resolution based on singular square matrix operator
Y Rashkevych, D Peleshko, O Vynokurova, I Izonin, N Lotoshynska
2017 IEEE First Ukraine Conference on Electrical and Computer Engineering …, 2017
342017
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
332020
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
332018
Design and implementation of visitors queue density analysis and registration method for retail videosurveillance purposes
D Peleshko, Y Ivanov, B Sharov, I Izonin, Y Borzov
2016 IEEE First International Conference on Data Stream Mining & Processing …, 2016
262016
Adaptive wavelet diagnostic neuro-fuzzy system for biomedical tasks
Y Bodyanskiy, I Perova, O Vynokurova, I Izonin
Proc. of 14th International Conference on Advanced Trends in …, 2018
24*2018
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
232018
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
222019
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
International conference on computer science, engineering and education …, 2018
222018
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
212021
Adaptive moving object segmentation algorithms in cluttered environments
Y Ivanov, D Peleshko, O Makoveychuk, I Izonin, I Malets, N Lotoshunska, ...
The experience of designing and application of CAD systems in …, 2015
202015
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
19*2015
Non-Iterative Neural-Like Predictor for Solar Energy in Libya
T Roman, K Hakan, I Ivan, D Anastasya, T Yurii
Proceedings of the 14th International Conference on ICT in Education …, 2018
17*2018
Two-frames image superresolution based on the aggregate divergence matrix
D Peleshko, T Rak, M Peleshko, I Izonin, D Batyuk
2016 IEEE First International Conference on Data Stream Mining & Processing …, 2016
172016
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
152019
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
152019
У даний момент система не може виконати операцію. Спробуйте пізніше.
Статті 1–20