Oleksii K. Tyshchenko

26 papers Misc 2Journal 15Unranked 9
YearRankTypeTitle / Venue / Authors
2022 — conf
A Noise Resistant Credibilistic Fuzzy Clustering Algorithm on a Unit Hypersphere with Illustrations Using Expression Data.
ISDMCI
Zhengbing Hu, Mark Last, Tzung-Pei Hong, Oleksii K. Tyshchenko, Esha Kashyap
2022 — conf
Machine Learning of the Biotechnic System for Gastroesophageal Reflux Disease Monitoring.
ISDMCI
Vsevolod Novikov, Mariia Voronenko, Anastasiia Novikova, Oleg Boskin, Oleksii K. Tyshchenko, Yuriy Rozov, Yuriy Bardachov, Svitlana Vyshemyrska
2021 — conf
An Object-Oriented Architecture of the Information System for Solving the Protein Folding Problem.
IDAACS
Iryna Fefelova, Andrey Fefelov, Oleksii K. Tyshchenko, Volodymyr Lytvynenko
2020 — conf
KLN: A Deep Neural Network Architecture for Keypoint Localization.
DSMP
Petr Hurtík, Oleksii K. Tyshchenko
2019 J jnl
A Hybrid Cascade Neuro-Fuzzy Network with Pools of Extended Neo-Fuzzy Neurons and its Deep Learning.
Int. J. Appl. Math. Comput. Sci.
Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko
2019 — conf
Analysis of privacy profiles applying fuzzy clustering techniques.
EUSFLAT Conf.
Aigul Kaskina, Oleksii K. Tyshchenko
2019 — conf
Fuzzy Clustering High-Dimensional Data Using Information Weighting.
ICAISC (1)
Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Sergii V. Mashtalir
2018 — conf
A Hybrid Neuro-Fuzzy Element: A New Structural Node for Evolving Neuro-Fuzzy Systems.
DSMP
Zhengbing Hu, Oleksii K. Tyshchenko
2018 J jnl
A neuro-fuzzy Kohonen network for data stream possibilistic clustering and its online self-learning procedure.
Appl. Soft Comput.
Zhengbing Hu, Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Olena O. Boiko
2017 — conf
A hybrid growing ENFN-based neuro-fuzzy system and its rapid deep learning.
CSIT (1)
Zhengbing Hu, Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko
2017 J jnl
An evolving connectionist system for data stream fuzzy clustering and its online learning.
Neurocomputing
Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Daria S. Kopaliani
2017 J jnl
Fuzzy Clustering Data Given in the Ordinal Scale.
CoRR
Zhengbing Hu, Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Viktoriia O. Samitova
2017 J jnl
Fuzzy Clustering Data Given on the Ordinal Scale Based on Membership and Likelihood Functions Sharing.
CoRR
Zhengbing Hu, Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Viktoriia O. Samitova
2016 J jnl
A Multidimensional Cascade Neuro-Fuzzy System with Neuron Pool Optimization in Each Cascade.
CoRR
Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Daria S. Kopaliani
2016 Misc conf
A cascade deep neuro-fuzzy system for high-dimensional online possibilistic fuzzy clustering.
CSIT
Zhengbing Hu, Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko
2016 — conf
A deep cascade neuro-fuzzy system for high-dimensional online fuzzy clustering.
DSMP
Zhengbing Hu, Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko
2016 J jnl
A reservoir radial-basis function neural network in prediction tasks.
Autom. Control. Comput. Sci.
Oleksii K. Tyshchenko
2016 J jnl
Adaptive Forecasting of Non-Stationary Nonlinear Time Series Based on the Evolving Weighted Neuro-Neo-Fuzzy-ANARX-Model.
CoRR
Zhengbing Hu, Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Olena O. Boiko
2016 J jnl
Adaptive learning of an evolving cascade neo-fuzzy system in data stream mining tasks.
Evol. Syst.
Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Daria S. Kopaliani
2016 J jnl
An Ensemble of Adaptive Neuro-Fuzzy Kohonen Networks for Online Data Stream Fuzzy Clustering.
CoRR
Zhengbing Hu, Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Olena O. Boiko
2016 J jnl
An Evolving Cascade System Based on A Set Of Neo Fuzzy Nodes.
CoRR
Zhengbing Hu, Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Olena O. Boiko
2016 J jnl
An Evolving Neuro-Fuzzy System with Online Learning/Self-learning.
CoRR
Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Anastasiia O. Deineko
2016 J jnl
An Extended Neo-Fuzzy Neuron and its Adaptive Learning Algorithm.
CoRR
Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Daria S. Kopaliani
2015 J jnl
A hybrid cascade neural network with an optimized pool in each cascade.
Soft Comput.
Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Daria S. Kopaliani
2015 Misc conf
An evolving neuro-fuzzy system for online fuzzy clustering.
CSIT
Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Daria S. Kopaliani
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