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ORCIDOleksii K. Tyshchenko
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2020 – today
- 2022
[c11]Vsevolod Novikov
, Mariia Voronenko, Anastasiia Novikova, Oleg Boskin, Oleksii K. Tyshchenko, Yuriy Rozov, Yuriy Bardachov, Svitlana Vyshemyrska:
Machine Learning of the Biotechnic System for Gastroesophageal Reflux Disease Monitoring. ISDMCI 2022: 387-406- [c10]Zhengbing Hu, Mark Last, Tzung-Pei Hong, Oleksii K. Tyshchenko, Esha Kashyap:
A Noise Resistant Credibilistic Fuzzy Clustering Algorithm on a Unit Hypersphere with Illustrations Using Expression Data. ISDMCI 2022: 564-590 - 2021
- [c9]Iryna Fefelova, Andrey Fefelov, Oleksii K. Tyshchenko, Volodymyr Lytvynenko:
An Object-Oriented Architecture of the Information System for Solving the Protein Folding Problem. IDAACS 2021: 791-796 - 2020
- [c8]Petr Hurtík, Oleksii K. Tyshchenko:
KLN: A Deep Neural Network Architecture for Keypoint Localization. DSMP 2020: 12-17
2010 – 2019
- 2019
- [j7]Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko:
A Hybrid Cascade Neuro-Fuzzy Network with Pools of Extended Neo-Fuzzy Neurons and its Deep Learning. Int. J. Appl. Math. Comput. Sci. 29(3): 477-488 (2019) - [c7]Aigul Kaskina, Oleksii K. Tyshchenko:
Analysis of privacy profiles applying fuzzy clustering techniques. EUSFLAT Conf. 2019 - [c6]Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Sergii V. Mashtalir:
Fuzzy Clustering High-Dimensional Data Using Information Weighting. ICAISC (1) 2019: 385-395 - 2018
- [j6]Zhengbing Hu, Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Olena O. Boiko:
A neuro-fuzzy Kohonen network for data stream possibilistic clustering and its online self-learning procedure. Appl. Soft Comput. 68: 710-718 (2018) - [c5]Zhengbing Hu, Oleksii K. Tyshchenko:
A Hybrid Neuro-Fuzzy Element: A New Structural Node for Evolving Neuro-Fuzzy Systems. DSMP 2018: 402-406 - 2017
- [j5]Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Daria S. Kopaliani:
An evolving connectionist system for data stream fuzzy clustering and its online learning. Neurocomputing 262: 41-56 (2017) - [c4]Zhengbing Hu, Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko:
A hybrid growing ENFN-based neuro-fuzzy system and its rapid deep learning. CSIT (1) 2017: 514-519 - [i8]Zhengbing Hu, Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Viktoriia O. Samitova:
Fuzzy Clustering Data Given in the Ordinal Scale. CoRR abs/1701.03571 (2017) - [i7]Zhengbing Hu, Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Viktoriia O. Samitova:
Fuzzy Clustering Data Given on the Ordinal Scale Based on Membership and Likelihood Functions Sharing. CoRR abs/1702.01200 (2017) - 2016
- [j4]Oleksii K. Tyshchenko:
A reservoir radial-basis function neural network in prediction tasks. Autom. Control. Comput. Sci. 50(2): 65-71 (2016) - [j3]Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Daria S. Kopaliani:
Adaptive learning of an evolving cascade neo-fuzzy system in data stream mining tasks. Evol. Syst. 7(2): 107-116 (2016) - [c3]Zhengbing Hu, Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko:
A cascade deep neuro-fuzzy system for high-dimensional online possibilistic fuzzy clustering. CSIT 2016: 119-122 - [c2]Zhengbing Hu, Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko:
A deep cascade neuro-fuzzy system for high-dimensional online fuzzy clustering. DSMP 2016: 318-322 - [i6]Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Daria S. Kopaliani:
An Extended Neo-Fuzzy Neuron and its Adaptive Learning Algorithm. CoRR abs/1610.06483 (2016) - [i5]Zhengbing Hu, Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Olena O. Boiko:
An Evolving Cascade System Based on A Set Of Neo Fuzzy Nodes. CoRR abs/1610.06484 (2016) - [i4]Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Daria S. Kopaliani:
A Multidimensional Cascade Neuro-Fuzzy System with Neuron Pool Optimization in Each Cascade. CoRR abs/1610.06485 (2016) - [i3]Zhengbing Hu, Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Olena O. Boiko:
Adaptive Forecasting of Non-Stationary Nonlinear Time Series Based on the Evolving Weighted Neuro-Neo-Fuzzy-ANARX-Model. CoRR abs/1610.06486 (2016) - [i2]Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Anastasiia O. Deineko:
An Evolving Neuro-Fuzzy System with Online Learning/Self-learning. CoRR abs/1610.06488 (2016) - [i1]Zhengbing Hu, Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Olena O. Boiko:
An Ensemble of Adaptive Neuro-Fuzzy Kohonen Networks for Online Data Stream Fuzzy Clustering. CoRR abs/1610.06490 (2016) - 2015
- [j2]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) - [j1]Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Daria S. Kopaliani:
A hybrid cascade neural network with an optimized pool in each cascade. Soft Comput. 19(12): 3445-3454 (2015) - [c1]Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Daria S. Kopaliani:
An evolving neuro-fuzzy system for online fuzzy clustering. CSIT 2015: 158-161
Coauthor Index
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