Knowledge-Based Intelligent Information and Engineering Systems
Lecture Notes in Computer Science, 2006, Volume 4253/2006, 663-669, DOI: 10.1007/11893011_84

Utilization of NNs for Improving the Traditional Technical Analysis in the Financial Markets

Norio Baba

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Abstract

In this paper, we propose a new decision support system (DSS) for dealing stocks which improves the traditional technical analysis by using neural networks. In the proposed system, neural networks are utilized in order to predict the “Golden Cross” and the “Dead Cross” several weeks before they occur. Computer simulation results concerning the dealings in the “TOPIX” and the “Nikkei-225” confirm the effectiveness of the proposed system.

Keywords  neural networks - traditional technical analysis - golden cross - dead cross - TOPIX - Nikkei-225

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