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Fuzzy Clustering Data Given in the Ordinal Scale
A fuzzy clustering algorithm for multidimensional data is proposed in th...
01/13/2017 ∙ by Zhengbing Hu, et al. ∙
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An Ensemble of Adaptive Neuro-Fuzzy Kohonen Networks for Online Data Stream Fuzzy Clustering
A new approach to data stream clustering with the help of an ensemble of...
10/20/2016 ∙ by Zhengbing Hu, et al. ∙
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An Evolving Neuro-Fuzzy System with Online Learning/Self-learning
An architecture of a new neuro-fuzzy system is proposed. The basic idea ...
10/20/2016 ∙ by Yevgeniy V. Bodyanskiy, et al. ∙
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Adaptive Forecasting of Non-Stationary Nonlinear Time Series Based on the Evolving Weighted Neuro-Neo-Fuzzy-ANARX-Model
An evolving weighted neuro-neo-fuzzy-ANARX model and its learning proced...
10/20/2016 ∙ by Zhengbing Hu, et al. ∙
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A Multidimensional Cascade Neuro-Fuzzy System with Neuron Pool Optimization in Each Cascade
A new architecture and learning algorithms for the multidimensional hybr...
10/20/2016 ∙ by Yevgeniy V. Bodyanskiy, et al. ∙
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An Evolving Cascade System Based on A Set Of Neo Fuzzy Nodes
Neo-fuzzy elements are used as nodes for an evolving cascade system. The...
10/20/2016 ∙ by Zhengbing Hu, et al. ∙
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An Extended Neo-Fuzzy Neuron and its Adaptive Learning Algorithm
A modification of the neo-fuzzy neuron is proposed (an extended neo-fuzz...
10/20/2016 ∙ by Yevgeniy V. Bodyanskiy, et al. ∙
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