Peak Period Demand Forecasting with Proxy Data: GNN-Enhanced Meta-Learning

Keyphrases

• Proxy Data 100%
• Meta-learning 100%
• Data Graph 100%
• Graph Neural Network 100%
• Demand Forecasting 100%
• Neural Network 25%
• Forecasting Techniques 25%
• High Stakes 25%
• Limited Availability 25%
• New Task 25%
• Learning Algorithm 25%
• Electronic Commerce 25%
• Historical Data 25%
• Learning Problems 25%
• Forecasting Model 25%
• Prediction Task 25%
• Feature-based 25%
• Vending Machine 25%
• Mean Absolute Error 25%
• Model-agnostic Meta-learning 25%
• Retail Business 25%
• First-order Model 25%
• Peak Event 25%
• Industrial Datasets 25%
• Traditional Forecasting 25%
• Physical Retail 25%

Computer Science

• Graph Neural Network 100%
• Meta-Learning 100%
• Learning Problem 33%
• Learning Algorithm 33%
• Learned Feature 33%
• Historical Data 33%
• Mean Absolute Error 33%
• Retail Business 33%
• Vending Machine 33%
• Forecasting Method 33%