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ORCIDAnastasiia O. Deineko
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- affiliation: Kharkiv National University of Radio Electronics, Ukraine
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Journal Articles
- 2022
[j5]Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Viktoria Skorik, Filip Brodetskyi:
Deep Neural Network with Adaptive Parametric Rectified Linear Units and its Fast Learning. Int. J. Comput. 21(1): 11-18 (2022)- 2021
- [j4]Yevgeniy V. Bodyanskiy
, Anastasiia O. Deineko, Antonina Bondarchuk, Maksym Shalamov:
Kernel Online System for Fast Principal Component Analysis and its Adaptive Learning. Int. J. Comput. 20(2): 175-180 (2021) - 2018
- [j3]Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, F. M. Eze:
Kernel Fuzzy Kohonen's Clustering Neural Network and It's Recursive Learning. Autom. Control. Comput. Sci. 52(3): 166-174 (2018) - 2017
- [j2]Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Yana V. Kutsenko:
On-line kernel clustering based on the general regression neural network and T. Kohonen's self-organizing map. Autom. Control. Comput. Sci. 51(1): 55-62 (2017) - 2015
- [j1]Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Anastasiia O. Deineko:
An evolving radial basis neural network with adaptive learning of its parameters and architecture. Autom. Control. Comput. Sci. 49(5): 255-260 (2015)
Conference and Workshop Papers
- 2021
- [c17]Alina Albasova, Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Iryna Pliss:
2-D Neural Network Based on M-neurons and its Learning. ACIT 2021: 700-703 - [c16]Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Iryna Pliss, Oleksandr Zeleniy:
Adaptive Learning of Evolving Hyper Basis Function Neural Network. CMIS 2021: 12-21 - [c15]Yevgeniy V. Bodyanskiy, Olha Chala, Anastasiia O. Deineko, Iryna Pliss:
Fast Image Recognition Using Double Hyper Basis Function Neural Network and Its Combined Learning. CSIT (1) 2021: 5-8 - [c14]Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Oleksandr Hontsa, Oleksandr Zeleniy:
Convolutional hyper basis function neural network and its online learning in the image recognition task. IntelITSIS 2021: 108-117 - 2020
- [c13]Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Iryna Pliss, Olha Chala:
Evolving Fuzzy-Probabilistic Neural Network and Its Online Learning. ACIT 2020: 465-468 - [c12]Yevgeniy V. Bodyanskiy, Anastasiia Pirus, Anastasiia O. Deineko:
Multilayer Radial-basis Function Network and its Learning. CSIT (1) 2020: 92-95 - [c11]Yevgeniy V. Bodyanskiy, Olha Chala, Iryna Pliss, Anastasiia O. Deineko:
Adaptive Probabilistic Neural Network With Fuzzy Inference And Its Online Learning. CSIT (1) 2020: 96-99 - [c10]Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Iryna Pliss, Olha Chala:
Adaptive Learning of Probabilistic Neural Network in Situation of Overlapping Classes in Classification Task. CSIT 2020: 371-382 - [c9]Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Iryna Pliss, Olha Chala, Anna Nortsova:
Matrix Fuzzy-Probabilistic Neural Network in Image Recognition Task. DSMP 2020: 33-36 - [c8]Anastasiia O. Deineko, Yevgeniy V. Bodyanskiy, Filip Brodetskyi, Danylo Kosmin:
Adaptive Least-Squares Support Vector Machine and Its Online Learning. ICTES 2020: 58-72 - [c7]Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Iryna Pliss, Olha Chala:
Probabilistic Neuro-Fuzzy System in Medical Diagnostic Task and its Lazy Learning-Selflearning. IDDM 2020: 29-35 - 2019
- [c6]Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Iryna Pliss, Valeriia Slepanska:
Formal Neuron Based on Adaptive Parametric Rectified Linear Activation Function and its Learning. DCSMart 2019: 14-22 - [c5]Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Iryna Pliss, Olha Chala:
Online Hybrid Probabilistic-Fuzzy Clustering in Medical Data Mining Tasks. IDDM 2019: 1-15 - 2018
- [c4]Polina Ye. Zhernova, Anastasiia O. Deineko, Yevgeniy V. Bodyanskiy, Vladyslav O. Riepin:
Adaptive Kernel Data Streams Clustering Based on Neural Networks Ensembles in Conditions of Uncertainty About Amount and Shapes of Clusters. DSMP 2018: 7-12 - [c3]Anastasiia O. Deineko, Polina Ye. Zhernova, Boris Gordon, Oleksandr O. Zayika, Iryna Pliss, Nelya Pabyrivska:
Data Stream Online Clustering Based on Fuzzy Expectation-Maximization Approach. DSMP 2018: 171-176 - 2016
- [c2]Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Yana V. Kutsenko, Oleksandr O. Zayika:
Data streams fast EM-fuzzy clustering based on Kohonen's self-learning. DSMP 2016: 309-313 - 2015
- [c1]Anastasiia O. Deineko, Yana V. Kutsenko, Iryna Pliss, Maksym Shalamov:
Kernel evolving neural networks for sequential principal component analysis and its adaptive learning algorithm. CSIT 2015: 107-110
Informal and Other Publications
- 2016
- [i1]Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Anastasiia O. Deineko:
An Evolving Neuro-Fuzzy System with Online Learning/Self-learning. CoRR abs/1610.06488 (2016)
Coauthor Index
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