Jianguo Liu

Deep Stock Representation Learning: From Candlestick Charts to Investment Decisions

We propose a novel investment decision strategy (IDS) based on deep learning. The performance of many IDSs is affected by stock similarity. Most existing stock similarity measurements have the problems: (a) The linear nature of many measurements cannot capture nonlinear stock dynamics; (b) The estim…