Prediction of forex trend movement using linear regression line, two-stage of multi-layer perceptron and dynamic time warping algorithms

• Main Authors: Tiong, Leslie Ching Ow *, Ngo, David Chek Ling *, Lee, Yunli *
• Format: Article
• Language: English
• Published: Universiti Utara Malaysia 2016
• Subjects: QD Chemistry
• Online Access: http://eprints.sunway.edu.my/651/1/2016%20Prediction%20of%20Forex%20Trend%20Movement%20using%20Linear%20Regression%20Line%2C%20Two-Stage%20of%20Multi-Layer%20Perceptron%20and%20Dynamic%20Time%20Warping%20Algorithms.pdf; http://eprints.sunway.edu.my/651/; http://jict.uum.edu.my/images/pdf3/vol15no2/6jictno22016.pdf

Foreign Exchange Currency prediction has become a challenging task since the late 1970s due to uncertainty movement of exchange rates. However, most researchers in this area were neglecting to analyse trend patterns from historical Forex data as input features. Thus, this motivates us to investigate...