Oleksii Tyshchenko
Oleksii Tyshchenko
Institute for Research and Applications of Fuzzy Modeling, Centrum Excellence IT4Innovations
Подтвержден адрес электронной почты в домене osu.cz
Название
Процитировано
Процитировано
Год
Adaptive learning of an evolving cascade neo-fuzzy system in data stream mining tasks
YV Bodyanskiy, OK Tyshchenko, DS Kopaliani
Evolving Systems 7 (2), 107-116, 2016
342016
Fuzzy clustering data arrays with omitted observations
Z Hu, YV Bodyanskiy, OK Tyshchenko, VM Tkachov
International Journal of Intelligent Systems and Applications 11 (6), 24, 2017
322017
Fuzzy clustering data given on the ordinal scale based on membership and likelihood functions sharing
Z Hu, YV Bodyanskiy, OK Tyshchenko, VO Samitova
arXiv preprint arXiv:1702.01200, 2017
302017
Fuzzy clustering data given in the ordinal scale
Z Hu, YV Bodyanskiy, OK Tyshchenko, VO Samitova
arXiv preprint arXiv:1701.03571, 2017
302017
An extended neo-fuzzy neuron and its adaptive learning algorithm
YV Bodyanskiy, OK Tyshchenko, DS Kopaliani
arXiv preprint arXiv:1610.06483, 2016
302016
An evolving connectionist system for data stream fuzzy clustering and its online learning
YV Bodyanskiy, OK Tyshchenko, DS Kopaliani
Neurocomputing 262, 41-56, 2017
282017
Possibilistic fuzzy clustering for categorical data arrays based on frequency prototypes and dissimilarity measures
Z Hu, YV Bodyanskiy, OK Tyshchenko, VO Samitova
International Journal of Intelligent Systems and Applications 9 (5), 55, 2017
272017
A hybrid cascade neural network with an optimized pool in each cascade
Y Bodyanskiy, O Tyshchenko, D Kopaliani
Soft Computing 19 (12), 3445-3454, 2015
252015
A neuro-fuzzy Kohonen network for data stream possibilistic clustering and its online self-learning procedure
Z Hu, YV Bodyanskiy, OK Tyshchenko, OO Boiko
Applied soft computing 68, 710-718, 2018
242018
An Evolving Cascade System Based on A Set Of Neo Fuzzy Nodes
Z Hu, YV Bodyanskiy, OK Tyshchenko, OO Boiko
arXiv preprint arXiv:1610.06484, 2016
242016
A cascade deep neuro-fuzzy system for high-dimensional online possibilistic fuzzy clustering
Z Hu, YV Bodyanskiy, OK Tyshchenko
2016 XIth International Scientific and Technical Conference Computer …, 2016
232016
A deep cascade neuro-fuzzy system for high-dimensional online fuzzy clustering
Z Hu, YV Bodyanskiy, OK Tyshchenko
2016 IEEE First International Conference on Data Stream Mining & Processing …, 2016
202016
An evolving neuro-fuzzy system for online fuzzy clustering
Y Bodyanskiy, O Tyshchenko, D Kopaliani
2015 Xth International Scientific and Technical Conference" Computer …, 2015
182015
A multidimensional cascade neuro-fuzzy system with neuron pool optimization in each cascade
YV Bodyanskiy, OK Tyshchenko, DS Kopaliani
arXiv preprint arXiv:1610.06485, 2016
142016
A multidimensional extended neo-fuzzy neuron for facial expression recognition
Z Hu, YV Bodyanskiy, NY Kulishova, OK Tyshchenko
International Journal of Intelligent Systems and Applications 9 (9), 29, 2017
132017
Clustering matrix sequences based on the iterative dynamic time deformation procedure
Z Hu, SV Mashtalir, OK Tyshchenko, MI Stolbovyi
International Journal of Intelligent Systems and Applications 10 (7), 66-73, 2018
122018
The impact of lecture attendance on exams for novice programming students
AK Veerasamy, D D'Souza, R Lind, E Kaila, MJ Laakso, T Salakoski
International Journal of Modern Education and Computer Science 8 (5), 1, 2016
122016
Video shots’ matching via various length of multidimensional time sequences
Z Hu, SV Mashtalir, OK Tyshchenko, MI Stolbovyi
International Journal of Intelligent Systems and Applications 9 (11), 10, 2017
112017
A deep cascade neural network based on extended neo-fuzzy neurons and its adaptive learning algorithm
Z Hu, YV Bodyanskiy, OK Tyshchenko
2017 IEEE First Ukraine Conference on Electrical and Computer Engineering …, 2017
112017
An ensemble of adaptive neuro-fuzzy Kohonen networks for online data stream fuzzy clustering
Z Hu, YV Bodyanskiy, OK Tyshchenko, OO Boiko
arXiv preprint arXiv:1610.06490, 2016
112016
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