Merging Ensemble of Neuro-Fuzzy Systems
Marcin Korytkowski, Robert K. Nowicki, Leszek Rutkowski, Rafał Scherer · 2006
Classification accuracy is nearly always improved after combining many systems. One of the most popular methods of multiple classification is boosting. In the paper we develop a method for merging fuzzy rule bases of neuro-fuzzy systems constituting an ensemble trained by the boosting algorithm.