An Evolving Cascade System Based on a Set of Neo - Fuzzy Nodes
Zhengbing Hu, Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Olena O. Boiko · International Journal of Intelligent Systems and Applications · 2016
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 a wide range of Data Min ing tasks (namely t ime series forecasting).The evolv ing cascade system with neo-fuzzy nodes can process rather large data sets with high speed and effectiveness.