Oleksii K. Tyshchenko

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 26

Top Topics

Fuzzy C Means Algorithm

Gustafson Kessel

Noise Resistant

Top Venues

Autom. Control. Comput. Sci.

Publications

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)
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)
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)
Petr Hurtík, Oleksii K. Tyshchenko
KLN: A Deep Neural Network Architecture for Keypoint Localization. DSMP (2020)
Aigul Kaskina, Oleksii K. Tyshchenko
Analysis of privacy profiles applying fuzzy clustering techniques. EUSFLAT Conf. (2019)
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) (2019)
Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Sergii V. Mashtalir
Fuzzy Clustering High-Dimensional Data Using Information Weighting. ICAISC (1) (2019)
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 (2018)
Zhengbing Hu, Oleksii K. Tyshchenko
A Hybrid Neuro-Fuzzy Element: A New Structural Node for Evolving Neuro-Fuzzy Systems. DSMP (2018)
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 (2017)
Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Daria S. Kopaliani
An evolving connectionist system for data stream fuzzy clustering and its online learning. Neurocomputing 262 (2017)
Zhengbing Hu, Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Viktoriia O. Samitova
Fuzzy Clustering Data Given in the Ordinal Scale. CoRR (2017)
Zhengbing Hu, Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko
A hybrid growing ENFN-based neuro-fuzzy system and its rapid deep learning. CSIT (1) (2017)
Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Anastasiia O. Deineko
An Evolving Neuro-Fuzzy System with Online Learning/Self-learning. CoRR (2016)
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 (2016)
Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Daria S. Kopaliani
A Multidimensional Cascade Neuro-Fuzzy System with Neuron Pool Optimization in Each Cascade. CoRR (2016)
Zhengbing Hu, Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko
A deep cascade neuro-fuzzy system for high-dimensional online fuzzy clustering. DSMP (2016)
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) (2016)
Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Daria S. Kopaliani
An Extended Neo-Fuzzy Neuron and its Adaptive Learning Algorithm. CoRR (2016)
Zhengbing Hu, Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko
A cascade deep neuro-fuzzy system for high-dimensional online possibilistic fuzzy clustering. CSIT (2016)
Oleksii K. Tyshchenko
A reservoir radial-basis function neural network in prediction tasks. Autom. Control. Comput. Sci. 50 (2) (2016)
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 (2016)
Zhengbing Hu, Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Olena O. Boiko
An Evolving Cascade System Based on A Set Of Neo Fuzzy Nodes. CoRR (2016)
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) (2015)
Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Anastasiia Deineko
An evolving radial basis neural network with adaptive learning of its parameters and architecture. Autom. Control. Comput. Sci. 49 (5) (2015)
Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Daria S. Kopaliani
An evolving neuro-fuzzy system for online fuzzy clustering. CSIT (2015)