An Ensemble of Adaptive Neuro-Fuzzy Kohonen Networks for Online Data Stream Fuzzy Clustering

摘要

A new approach to data stream clustering with the help of an ensemble ofadaptive neuro-fuzzy systems is proposed. The proposed ensemble is formed withadaptive neuro-fuzzy self-organizing Kohonen maps in a parallel processingmode. A final result is chosen by the best neuro-fuzzy self-organizing Kohonenmap.