26 citations · 51 across the 5 of their papers we have counts for
4 papers · 1 filter
Fuzzy Clustering Data Given in the Ordinal Scale
Zhengbing Hu, Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko +1
A fuzzy clustering algorithm for multidimensional data is proposed in this article. The data is described by vectors whose components are linguistic variables defined in an ordinal…
An Ensemble of Adaptive Neuro-Fuzzy Kohonen Networks for Online Data Stream Fuzzy Clustering
Zhengbing Hu, Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko +1
A new approach to data stream clustering with the help of an ensemble of adaptive neuro-fuzzy systems is proposed. The proposed ensemble is formed with adaptive neuro-fuzzy self-or…
Adaptive Forecasting of Non-Stationary Nonlinear Time Series Based on the Evolving Weighted Neuro-Neo-Fuzzy-ANARX-Model
Zhengbing Hu, Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko +1
An evolving weighted neuro-neo-fuzzy-ANARX model and its learning procedures are introduced in the article. This system is basically used for time series forecasting. This system m…
An Evolving Cascade System Based on A Set Of Neo Fuzzy Nodes
Zhengbing Hu, Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko +1
Neo-fuzzy elements are used as nodes for an evolving cascade system. The proposed system can tune both its parameters and architecture in an online mode. It can be used for solving…