Abstract
In this paper, we propose a new decision support system for dealing stocks which utilizes both the prediction (obtained by NNs) concerning the occurrence of the "Golden Cross" and the "Dead Cross" and that (also obtained by NNs) concerning the rate of change of the future stock price several weeks ahead. Computer simulation results concerning the dealings of (randomly chosen) several individual stocks confirm the effectiveness of our approach.