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Daily prediction of Major Stock Indices from Textual WWW Data
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  • 2018Long-term stock index forecasting based on text mining of regulatory disclosures86 cited
  • 2016Forecasting movements of health-care stock prices based on different categories of news articles using multiple kernel learning83 cited
  • 2009Automated trading with boosting and expert weighting68 cited
  • 2005The Predicting Power of Textual Information on Financial Markets63 cited
  • 2008Mining Financial News for Major Events and Their Impacts on the Market63 cited
  • 2014Stock Market Prediction from WSJ: Text Mining via Sparse Matrix Factorization50 cited
  • 2009Stock Price Forecasting by Combining News Mining and Time Series Analysis48 cited
  • 2018Predicting FTSE 100 returns and volatility using sentiment analysis44 cited
  • 2019Financial Latent Dirichlet Allocation (FinLDA): Feature Extraction in Text and Data Mining for Financial Time Series Prediction39 cited
  • 2024A hybrid model for stock price prediction based on multi-view heterogeneous data38 cited
  • 2015Stock price prediction based on stock-specific and sub-industry-specific news articles35 cited
  • 2002Explorations in LCS Models of Stock Trading34 cited
  • 2015Can a corporate network and news sentiment improve portfolio optimization using the Black–Litterman model?31 cited

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2019
News media analytics in finance: a survey
29 cited
  • 2013Quantification of Financial News for Economic Surveys0 cited