Predict Forex Trend via Convolutional Neural Networks

  title={Predict Forex Trend via Convolutional Neural Networks},
  author={Yun-Cheng Tsai and Jun Hao Chen and Jun-Jie Wang},
  journal={Journal of Intelligent Systems},
  pages={941 - 958}
  • Yun-Cheng Tsai, Jun Hao Chen, Jun-Jie Wang
  • Published 2020
  • Computer Science, Mathematics, Economics
  • Journal of Intelligent Systems
  • Abstract Deep learning is an effective approach to solving image recognition problems. [...] Key Method First, we preprocess the input data from quantitative data to images. Second, we use a CNN, which is a type of deep learning, to train our trading model. Third, we evaluate the model’s performance in terms of the accuracy of classification. The experimental results show that if the strategy is clear enough to make the images obviously distinguishable the CNN model can predict the prices of a financial asset…Expand Abstract