Іван Ізонін / Ivan Izonin
Іван Ізонін / Ivan Izonin
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
982018
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
612020
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
552019
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
522016
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
472018
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
472018
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
432018
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
412017
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
372021
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
302019
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
282018
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
282016
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
272019
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
27*2018
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
262018
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
242019
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
24*2015
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
232021
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
232015
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
202016
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