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Temporal and Heterogeneous Graph Neural Network for Financial Time Series Prediction

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References

2015Evaluating multiple classifiers for stock price direction prediction597 cited
2019Temporal Relational Ranking for Stock Prediction551 cited
2019Stock closing price prediction based on sentiment analysis and LSTM436 cited
2021Financial time series forecasting with multi-modality graph neural network431 cited
2015Stock Market Volatility and Learning320 cited
2014Using Structured Events to Predict Stock Price Movement: An Empirical Investigation283 cited
2019Enhancing Stock Movement Prediction with Adversarial Training279 cited
2018Incorporating Corporation Relationship via Graph Convolutional Neural Networks for Stock Price Prediction253 cited
2017Classification-based financial markets prediction using deep neural networks215 cited
2020A Multimodal Event-Driven LSTM Model for Stock Prediction Using Online News213 cited
2020Modeling the Stock Relation with Graph Network for Overnight Stock Movement Prediction186 cited
2020Deep Attentive Learning for Stock Movement Prediction From Social Media Text and Company Correlations146 cited
2016The Financial Implications of Supply Chain Changes92 cited

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