Abstract: Recently, the analysis of dynamically evolving textual data has become to an active research field in Data Mining. For example, extracting topics in the Internet chat lines. The existing neural network methods are based on linear time-serles model, which

Key words: Independent component analysis, Neural network, Self-correlation, Time-series