Abstract: A new scheme of knowledge encoding in a fuzzy neural networks using rough set theoretical concepts is described. Introducing the rough theory in the fuzzy neural network can not only remove redundant neurons in the input layers of fuzzy neural, but also c

Key words: Rough sets theory,Fuzzy clustering algorithm,Neural network,Prediction of stock market