References

• 1960A Coefficient of Agreement for Nominal Scales42,710 cited
• 2007Giving Content to Investor Sentiment: The Role of Media in the Stock Market4,971 cited
• 2003Support vector machine with adaptive parameters in financial time series forecasting1,008 cited
• 2016Deep learning for stock prediction using numerical and textual information429 cited
• 2017Natural language based financial forecasting: a survey419 cited
• 2017Forecasting Stock Prices from the Limit Order Book Using Convolutional Neural Networks401 cited
• 2017Using deep learning to detect price change indications in financial markets157 cited
• 2015Modelling high-frequency limit order book dynamics with support vector machines145 cited
• 2002News Sensitive Stock Trend Prediction135 cited
• 2017Sequence classification of the limit order book using recurrent neural networks104 cited
• 2019Machine Learning for Forecasting Mid-Price Movements Using Limit Order Book Data62 cited
• 2017Tensor representation in high-frequency financial data for price change prediction59 cited
• 2018Temporal Bag-of-Features Learning for Predicting Mid Price Movements Using High Frequency Limit Order Book Data49 cited

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