Concepedia

Forecasting Directional Movement of Stock Prices using Deep Learning

Deeksha Chandola, Akshit Mehta, Shikha Singh, Vinay Anand Tikkiwal, Himanshu Agrawal

Annals of Data Science · 2022 · 66 citations · 18 references

Open access

Concepts

ComputingComputer ScienceFinanceForecastingMachine LearningTime Series AnalysisDeep LearningForecasting MethodsNeural NetworksTime Series ForecastingTime Series ModelingTime Series PredictionDeep Learning For ForecastingDeep Learning For Time Series ForecastingDeep Learning-based ForecastingDeep Learning-based Price ForecastingFinancial Time Series ForecastingNeural ForecastingPredictive Price Modeling

References

18

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

The Behavior of Stock-Market Prices

Eugene F. Fama · The Journal of Business · 1965 · 8.7K citations

Business, Economics, Finance +12

Forecasting stock market movement direction with support vector machine

Wei Huang, Yoshiteru Nakamori, Shouyang Wang · Computers & Operations Research · 2004 · 1.1K citations

Computing, Data Science, Finance +14

Stock Closing Price Prediction using Machine Learning Techniques

Mehar Vijh, Deeksha Chandola, Vinay Anand Tikkiwal et al. · Procedia Computer Science · 2020 · 622 citations · Full text

Computing, Data Science, Finance +17

Internet of Things, Real-Time Decision Making, and Artificial Intelligence

James M. Tien · Annals of Data Science · 2017 · 458 citations

Computing, Computer Science, Information Technology +14