Anastasiia Deineko

According to our database, Anastasiia Deineko authored at least 21 papers between 2015 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2021

Convolutional hyper basis function neural network and its online learning in the image recognition task.

Yevgeniy V. Bodyanskiy, Anastasiia Deineko, Oleksandr Hontsa, Oleksandr Zeleniy

Proceedings of the 2nd International Workshop on Intelligent Information Technologies & Systems of Information Security with CEUR-WS, 2021

Fast Image Recognition Using Double Hyper Basis Function Neural Network and Its Combined Learning.

Yevgeniy V. Bodyanskiy, Olha Chala, Anastasiia Deineko, Iryna Pliss

Proceedings of the IEEE 16th International Conference on Computer Sciences and Information Technologies, 2021

Adaptive Learning of Evolving Hyper Basis Function Neural Network.

Yevgeniy V. Bodyanskiy, Anastasiia Deineko, Iryna Pliss, Oleksandr Zeleniy

Proceedings of The Fourth International Workshop on Computer Modeling and Intelligent Systems (CMIS-2021), 2021

2-D Neural Network Based on M-neurons and its Learning.

Alina Albasova, Yevgeniy V. Bodyanskiy, Anastasiia Deineko, Iryna Pliss

Proceedings of the 11th International Conference on Advanced Computer Information Technologies, 2021

2020

Probabilistic Neuro-Fuzzy System in Medical Diagnostic Task and its Lazy Learning-Selflearning.

Yevgeniy V. Bodyanskiy, Anastasiia Deineko, Iryna Pliss, Olha Chala

Proceedings of the 3rd International Conference on Informatics & Data-Driven Medicine, Växjö, Sweden, November 19, 2020

Adaptive Least-Squares Support Vector Machine and Its Online Learning.

Anastasiia Deineko, Yevgeniy V. Bodyanskiy, Filip Brodetskyi, Danylo Kosmin

Proceedings of the 2nd International Workshop on Information-Communication Technologies & Embedded Systems (ICTES 2020) Mykolaiv, 2020

Matrix Fuzzy-Probabilistic Neural Network in Image Recognition Task.

Yevgeniy V. Bodyanskiy, Anastasiia Deineko, Iryna Pliss, Olha Chala, Anna Nortsova

Proceedings of the IEEE Third International Conference on Data Stream Mining, Processing, 2020

Multilayer Radial-basis Function Network and its Learning.

Yevgeniy V. Bodyanskiy, Anastasiia Pirus, Anastasiia Deineko

Proceedings of the IEEE 15th International Conference on Computer Sciences and Information Technologies, 2020

Adaptive Learning of Probabilistic Neural Network in Situation of Overlapping Classes in Classification Task.

Yevgeniy V. Bodyanskiy, Anastasiia Deineko, Iryna Pliss, Olha Chala

Proceedings of the Advances in Intelligent Systems and Computing V, 2020

Adaptive Probabilistic Neural Network With Fuzzy Inference And Its Online Learning.

Yevgeniy V. Bodyanskiy, Olha Chala, Iryna Pliss, Anastasiia Deineko

Proceedings of the IEEE 15th International Conference on Computer Sciences and Information Technologies, 2020

Evolving Fuzzy-Probabilistic Neural Network and Its Online Learning.

Yevgeniy V. Bodyanskiy, Anastasiia Deineko, Iryna Pliss, Olha Chala

Proceedings of the 10th International Conference on Advanced Computer Information Technologies, 2020

2019

Online Hybrid Probabilistic-Fuzzy Clustering in Medical Data Mining Tasks.

Yevgeniy V. Bodyanskiy, Anastasiia Deineko, Iryna Pliss, Olha Chala

Proceedings of the 2nd International Workshop on Informatics & Data-Driven Medicine (IDDM 2019), 2019

Formal Neuron Based on Adaptive Parametric Rectified Linear Activation Function and its Learning.

Yevgeniy V. Bodyanskiy, Anastasiia Deineko, Iryna Pliss, Valeriia Slepanska

Proceedings of the 1st International Workshop on Digital Content & Smart Multimedia (DCSMart 2019), 2019

2018

Kernel Fuzzy Kohonen's Clustering Neural Network and It's Recursive Learning.

Yevgeniy V. Bodyanskiy, Anastasiia Deineko, F. M. Eze

Autom. Control. Comput. Sci., 2018

Adaptive Kernel Data Streams Clustering Based on Neural Networks Ensembles in Conditions of Uncertainty About Amount and Shapes of Clusters.

Polina Ye. Zhernova, Anastasiia O. Deineko, Yevgeniy V. Bodyanskiy, Vladyslav O. Riepin

Proceedings of the Second International Conference on Data Stream Mining & Processing, 2018

Data Stream Online Clustering Based on Fuzzy Expectation-Maximization Approach.

Anastasiia O. Deineko, Polina Ye. Zhernova, Boris Gordon, Oleksandr O. Zayika, Iryna Pliss, Nelya Pabyrivska

Proceedings of the Second International Conference on Data Stream Mining & Processing, 2018

2017

On-line kernel clustering based on the general regression neural network and T. Kohonen's self-organizing map.

Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Yana V. Kutsenko

Autom. Control. Comput. Sci., 2017

2016

An Evolving Neuro-Fuzzy System with Online Learning/Self-learning.

Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Anastasiia O. Deineko

CoRR, 2016

Data streams fast EM-fuzzy clustering based on Kohonen's self-learning.

Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Yana V. Kutsenko, Oleksandr O. Zayika

Proceedings of the First International Conference on Data Stream Mining & Processing, 2016

2015

An evolving radial basis neural network with adaptive learning of its parameters and architecture.

Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Anastasiia Deineko

Autom. Control. Comput. Sci., 2015

Kernel evolving neural networks for sequential principal component analysis and its adaptive learning algorithm.

Anastasiia Deineko, Yana V. Kutsenko, Iryna Pliss, Maksym Shalamov

Proceedings of the Xth International Scientific and Technical Conference "Computer Sciences and Information Technologies", 2015