Anastasiia O. Deineko

23 papers C 2Misc 2Journal 6Unranked 13
YearRankTypeTitle / Venue / Authors
2022 J jnl
Deep Neural Network with Adaptive Parametric Rectified Linear Units and its Fast Learning.
Int. J. Comput.
Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Viktoria Skorik, Filip Brodetskyi
2021 — conf
2-D Neural Network Based on M-neurons and its Learning.
ACIT
Alina Albasova, Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Iryna Pliss
2021 — conf
Adaptive Learning of Evolving Hyper Basis Function Neural Network.
CMIS
Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Iryna Pliss, Oleksandr Zeleniy
2021 — conf
Convolutional hyper basis function neural network and its online learning in the image recognition task.
IntelITSIS
Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Oleksandr Hontsa, Oleksandr Zeleniy
2021 — conf
Fast Image Recognition Using Double Hyper Basis Function Neural Network and Its Combined Learning.
CSIT (1)
Yevgeniy V. Bodyanskiy, Olha Chala, Anastasiia O. Deineko, Iryna Pliss
2021 J jnl
Kernel Online System for Fast Principal Component Analysis and its Adaptive Learning.
Int. J. Comput.
Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Antonina Bondarchuk, Maksym Shalamov
2020 Misc conf
Adaptive Learning of Probabilistic Neural Network in Situation of Overlapping Classes in Classification Task.
CSIT
Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Iryna Pliss, Olha Chala
2020 — conf
Adaptive Least-Squares Support Vector Machine and Its Online Learning.
ICTES
Anastasiia O. Deineko, Yevgeniy V. Bodyanskiy, Filip Brodetskyi, Danylo Kosmin
2020 — conf
Adaptive Probabilistic Neural Network With Fuzzy Inference And Its Online Learning.
CSIT (1)
Yevgeniy V. Bodyanskiy, Olha Chala, Iryna Pliss, Anastasiia O. Deineko
2020 — conf
Evolving Fuzzy-Probabilistic Neural Network and Its Online Learning.
ACIT
Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Iryna Pliss, Olha Chala
2020 — conf
Matrix Fuzzy-Probabilistic Neural Network in Image Recognition Task.
DSMP
Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Iryna Pliss, Olha Chala, Anna Nortsova
2020 — conf
Multilayer Radial-basis Function Network and its Learning.
CSIT (1)
Yevgeniy V. Bodyanskiy, Anastasiia Pirus, Anastasiia O. Deineko
2020 C conf
Probabilistic Neuro-Fuzzy System in Medical Diagnostic Task and its Lazy Learning-Selflearning.
IDDM
Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Iryna Pliss, Olha Chala
2019 — conf
Formal Neuron Based on Adaptive Parametric Rectified Linear Activation Function and its Learning.
DCSMart
Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Iryna Pliss, Valeriia Slepanska
2019 C conf
Online Hybrid Probabilistic-Fuzzy Clustering in Medical Data Mining Tasks.
IDDM
Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Iryna Pliss, Olha Chala
2018 — conf
Adaptive Kernel Data Streams Clustering Based on Neural Networks Ensembles in Conditions of Uncertainty About Amount and Shapes of Clusters.
DSMP
Polina Ye. Zhernova, Anastasiia O. Deineko, Yevgeniy V. Bodyanskiy, Vladyslav O. Riepin
2018 — conf
Data Stream Online Clustering Based on Fuzzy Expectation-Maximization Approach.
DSMP
Anastasiia O. Deineko, Polina Ye. Zhernova, Boris Gordon, Oleksandr O. Zayika, Iryna Pliss, Nelya Pabyrivska
2018 J jnl
Kernel Fuzzy Kohonen's Clustering Neural Network and It's Recursive Learning.
Autom. Control. Comput. Sci.
Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, F. M. Eze
2017 J jnl
On-line kernel clustering based on the general regression neural network and T. Kohonen's self-organizing map.
Autom. Control. Comput. Sci.
Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Yana V. Kutsenko
2016 J jnl
An Evolving Neuro-Fuzzy System with Online Learning/Self-learning.
CoRR
Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Anastasiia O. Deineko
2016 — conf
Data streams fast EM-fuzzy clustering based on Kohonen's self-learning.
DSMP
Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Yana V. Kutsenko, Oleksandr O. Zayika
2015 J jnl
An evolving radial basis neural network with adaptive learning of its parameters and architecture.
Autom. Control. Comput. Sci.
Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Anastasiia O. Deineko
2015 Misc conf
Kernel evolving neural networks for sequential principal component analysis and its adaptive learning algorithm.
CSIT
Anastasiia O. Deineko, Yana V. Kutsenko, Iryna Pliss, Maksym Shalamov