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Stock Prediction

3 papers with code · Time Series

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HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction

7 Aug 2019dmis-lab/hats

Methods that use relational data for stock market prediction have been recently proposed, but they are still in their infancy.

GRAPH CLASSIFICATION NODE CLASSIFICATION STOCK PREDICTION

DP-LSTM: Differential Privacy-inspired LSTM for Stock Prediction Using Financial News

20 Dec 2019Xinyi6/DP-LSTM-Differential-Privacy-inspired-LSTM-for-Stock-Prediction-Using-Financial-News

In this paper, we propose a novel deep neural network DP-LSTM for stock price prediction, which incorporates the news articles as hidden information and integrates difference news sources through the differential privacy mechanism.

STOCK PREDICTION STOCK PRICE PREDICTION

Multimodal Deep Learning for Finance: Integrating and Forecasting International Stock Markets

15 Mar 2019koos808/Papers_books_summary

In this study, we develop stock return prediction models that can jointly consider international markets, using multimodal deep learning.

STOCK PREDICTION