Enhancing Stock Trend Prediction Models by Mining Relational Graphs of Stock Prices

Keyphrases

• Stock Prices 100%
• Stock Prediction 100%
• Relational Graph 100%
• Trend Prediction Model 100%
• Graph Embedding 60%
• External Resources 40%
• Company Embeddings 40%
• Backbone Model 40%
• High Performance 20%
• Artificial Intelligence 20%
• Performance Improvement 20%
• Experiment Results 20%
• S&P 500 20%
• Stock Market 20%
• Relative Performance 20%
• Performance Gain 20%
• Simulation Environment 20%
• Network Modules 20%
• Technical Indicators 20%
• Additional Inputs 20%
• Arbitrary Time 20%
• Time Series Forecasting 20%
• Historical Patterns 20%
• Trading Simulation 20%
• U-Net 20%
• Buy-and-hold Strategy 20%
• Knowledge Graph 20%
• Hidden Dynamics 20%
• Stock Price Movement 20%

Computer Science

• Prediction Model 100%
• Relational Graph 100%
• External Resource 40%
• Relative Performance 20%
• Performance Gain 20%
• Simulation Environment 20%
• Series Prediction 20%
• Residual Neural Network 20%
• Average Return 20%
• Finance Domain 20%
• Artificial Intelligence 20%
• Knowledge Graph 20%