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Stock movement prediction via gated recurrent unit network based on reinforcement learning with incorporated attention mechanisms
16 references·4 citing·40 second hop
Stock movement prediction via gated recurrent unit network based on reinforcement learning with incorporated attention mechanisms (2021)Stock movement prediction via gated recur…Temporal Relational Ranking for Stock Prediction (2019)Temporal Relational Ranking f…Stock Movement Prediction from Tweets and Historical Prices (2018)Stock Movement Prediction fro…Listening to Chaotic Whispers (2018)Listening to Chaotic WhispersA Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem (2017)A Deep Reinforcement Learning…Stock prediction using deep learning (2016)Stock prediction using deep l…Deep learning for stock prediction using numerical and textual information (2016)Deep learning for stock predi…Sentiment analysis on social media for stock movement prediction (2015)Sentiment analysis on social …Deep learning for event-driven stock prediction (2015)Deep learning for event-drive…Using Structured Events to Predict Stock Price Movement: An Empirical Investigation (2014)Using Structured Events to Pr…Text mining of news-headlines for FOREX market prediction: A Multi-layer Dimension Reduction Algorithm with semantics and sentiment (2014)Text mining of news-headlines…Stock Price Prediction Using the ARIMA Model (2014)Stock Price Prediction Using …Predicting stock and stock price index movement using Trend Deterministic Data Preparation and machine learning techniques (2014)Predicting stock and stock pr…News impact on stock price return via sentiment analysis (2014)News impact on stock price re…Textual analysis of stock market prediction using breaking financial news (2009)Textual analysis of stock mar…Forecasting stock market movement direction with support vector machine (2004)Forecasting stock market move…A hybrid ARIMA and support vector machines model in stock price forecasting (2004)A hybrid ARIMA and support ve…VGC-GAN: A multi-graph convolution adversarial network for stock price prediction (2023)VGC-GAN: A multi-graph convol…Machine learning techniques for stock price prediction and graphic signal recognition (2023)Machine learning techniques f…Incorporating stock prices and text for stock movement prediction based on information fusion (2023)Incorporating stock prices an…Forecasting movements of stock time series based on hidden state guided deep learning approach (2023)Forecasting movements of stoc…The Adjustment of Stock Prices to New Information (1969)Efficient Capital Markets: II (1991)Twitter mood predicts the stock market (2011)The impact of microblogging data for stock market prediction: Using Twitter to predict returns, volatility, trading volume and survey sentiment indices (2016)Stock Market Analysis: A Review and Taxonomy of Prediction Techniques (2019)The predictive power of public Twitter sentiment for forecasting cryptocurrency prices (2020)Giving Content to Investor Sentiment: The Role of Media in the Stock Market (2007)More Than Words: Quantifying Language to Measure Firms' Fundamentals (2008)When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks (2011)Natural language based financial forecasting: a survey (2017)Incorporating stock prices and news sentiments for stock market prediction: A case of Hong Kong (2020)Time Series Analysis Forecasting and Control. (1971)Time Series Analysis: Forecasting and Control (1977)Time series forecasting using a hybrid ARIMA and neural network model (2003)Surveying stock market forecasting techniques – Part II: Soft computing methods (2008)A novel hybridization of artificial neural networks and ARIMA models for time series forecasting (2010)Predicting direction of stock price index movement using artificial neural networks and support vector machines: The sample of the Istanbul Stock Exchange (2010)The Behavior of Stock-Market Prices (1965)A Random Walk Down Wall Street (1973)Application of support vector machines in financial time series forecasting (2001)A LSTM-based method for stock returns prediction: A case study of China stock market (2015)Applications of deep learning in stock market prediction: Recent progress (2021)EFFICIENT CAPITAL MARKETS: A REVIEW OF THEORY AND EMPIRICAL WORK* (1970)Financial time series forecasting using support vector machines (2003)Evaluating multiple classifiers for stock price direction prediction (2015)CNNpred: CNN-based stock market prediction using a diverse set of variables (2019)The Cross-Section of Expected Stock Returns (1992)Smoothing, Forecasting and Prediction of Discrete Time Series. (1964)Enhancing Stock Movement Prediction with Adversarial Training (2019)Technical analysis and sentiment embeddings for market trend prediction (2019)Financial time series forecasting with multi-modality graph neural network (2021)Wikidata (2014)A deep learning framework for financial time series using stacked autoencoders and long-short term memory (2017)A Survey of Forex and Stock Price Prediction Using Deep Learning (2021)Transformer-based attention network for stock movement prediction (2022)A systematic review of fundamental and technical analysis of stock market predictions (2019)A CNN-LSTM-Based Model to Forecast Stock Prices (2020)Computational Intelligence and Financial Markets: A Survey and Future Directions (2016)NSE Stock Market Prediction Using Deep-Learning Models (2018)Deep learning for financial applications : A survey (2020)
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References

  • 2014Stock Price Prediction Using the ARIMA Model1,153 cited
  • 2014Predicting stock and stock price index movement using Trend Deterministic Data Preparation and machine learning techniques1,139 cited
  • 2004Forecasting stock market movement direction with support vector machine1,119 cited
  • 2004A hybrid ARIMA and support vector machines model in stock price forecasting1,000 cited
  • 2009Textual analysis of stock market prediction using breaking financial news777 cited
  • 2015Deep learning for event-driven stock prediction675 cited
  • 2015Sentiment analysis on social media for stock movement prediction626 cited
  • 2019Temporal Relational Ranking for Stock Prediction551 cited
  • 2014News impact on stock price return via sentiment analysis506 cited
  • 2018Stock Movement Prediction from Tweets and Historical Prices433 cited
  • 2016Deep learning for stock prediction using numerical and textual information420 cited
  • 2016Stock prediction using deep learning339 cited
  • 2017A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem310 cited
  • 2014Using Structured Events to Predict Stock Price Movement: An Empirical Investigation283 cited
  • 2014Text mining of news-headlines for FOREX market prediction: A Multi-layer Dimension Reduction Algorithm with semantics and sentiment

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276 cited
  • 2018Listening to Chaotic Whispers274 cited
  • Cited by

    • 2023Forecasting movements of stock time series based on hidden state guided deep learning approach59 cited
    • 2023VGC-GAN: A multi-graph convolution adversarial network for stock price prediction58 cited
    • 2023Machine learning techniques for stock price prediction and graphic signal recognition52 cited
    • 2023Incorporating stock prices and text for stock movement prediction based on information fusion40 cited