Big data based stock trend prediction using deep CNN with reinforcement-LSTM model

Predicting stock and stock price index movement using Trend Deterministic Data Preparation and machine learning techniques

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Engineering, Data Science, Data Mining +11

Deep learning networks for stock market analysis and prediction: Methodology, data representations, and case studies

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Intelligent Forecasting, Deep Neural Networks, Engineering +11

A LSTM-based method for stock returns prediction: A case study of China stock market

Kai Chen, Yi Zhou, Fangyan Dai · 2015 · 690 citations

Economic Forecasting, Engineering, Asset Pricing +14

NSE Stock Market Prediction Using Deep-Learning Models

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Forecasting Methodology, Engineering, Machine Learning +19

CNNpred: CNN-based stock market prediction using a diverse set of variables

Ehsan Hoseinzade, Saman Haratizadeh · Expert Systems with Applications · 2019 · 575 citations

Engineering, Machine Learning, Data Science +10