Concepedia

Deep learning in the Chinese stock market: The role of technical indicators

Chenyao Ma, Yan Sheng

Finance research letters · 2022 · 38 citations · 30 references

Concepts

BusinessEconomicsFinanceFinancial EconomicsFinancial MarketsMachine LearningCapital MarketsDeep LearningFinancial Time Series AnalysisInvestmentNeural NetworksStock MarketsDeep Learning For ForecastingDeep Learning For Time Series ForecastingDeep Learning-based ForecastingDeep Learning-based Price ForecastingFinancial Time Series Forecasting

References

30

Investor Sentiment and the Cross‐Section of Stock Returns

Malcolm Baker, Jeffrey Wurgler · The Journal of Finance · 2006 · 6.1K citations · Full text

Business, Economics, Finance +14

Predicting Excess Stock Returns Out of Sample: Can Anything Beat the Historical Average?

John Y. Campbell, Samuel B. Thompson · Review of Financial Studies · 2007 · 3K citations · Full text

Business, Economics, Finance +16

Deep learning with long short-term memory networks for financial market predictions

Thomas Fischer · European Journal of Operational Research · 2017 · 2.6K citations

Business, Economics, Finance +16

Wisdom of Crowds: The Value of Stock Opinions Transmitted Through Social Media

Hailiang Chen, Prabuddha De, Yu Jeffrey Hu et al. · Review of Financial Studies · 2014 · 1.3K citations

Business, Finance, Marketing +14

A deep learning framework for financial time series using stacked autoencoders and long-short term memory

Wei Bao, Jun Yue, Yulei Rao · PLoS ONE · 2017 · 1.1K citations · Full text

Computing, Finance, Forecasting +16