Title :
An ETF Trading Decision Support System by Using Neural Network and Technical Indicators
Author :
Mu-Hsing Kuo ; Chin-Lung Chen
Author_Institution :
Chaoyang Univ. of Technol. 168, Taichung
Abstract :
This paper proposed a neural network based decision support system (DSS) to provide investors with suggestions on transaction timing and transaction strategies of Taiwan 50 index exchange traded funds (ETF). Various indicators were employed with corresponding application principles as the neural network underwent assigned training and learning procedures. It was revealed in the study results that the simulated transaction behavior following recommendations by the proposed system yielded better profits than solely applying Taiwan´s weighted stock index.
Keywords :
decision support systems; financial data processing; neural nets; stock markets; Taiwan 50 Index Exchange Traded Funds; decision support system; neural network; technical indicators; transaction strategies; transaction timing; Decision support systems; Economic forecasting; Fluctuations; Investments; Neural networks; Portfolios; Radial basis function networks; Security; Stock markets; Timing;
Conference_Titel :
Neural Networks, 2006. IJCNN '06. International Joint Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-9490-9
DOI :
10.1109/IJCNN.2006.247064