Few-Sample Traffic Prediction With Graph Networks Using Locale as Relational Inductive Biases

Keyphrases

• Graph Network 100%
• Few Samples 100%
• Traffic Prediction 100%
• Relational Inductive Bias 100%
• Traffic Data 66%
• Traffic State 66%
• Training Data 33%
• Traffic Flow 33%
• Prediction System 33%
• Traffic Dynamics 33%
• Traffic Speed 33%
• Update Mechanism 33%
• Large-scale Networks 33%
• Recurrent Neural Network 33%
• Prediction Model 33%
• Management System 33%
• Network Applications 33%
• Training Samples 33%
• Short-term Traffic Flow Prediction 33%
• Aggregate Function 33%
• Overfitting 33%
• Traffic Network 33%
• Amount of Traffic 33%
• Data Update 33%
• Existing State 33%
• Deep Learning Model 33%
• Graph Neural Network 33%
• Smart Mobility 33%
• Light-weighted 33%
• Operation System 33%
• Lightweight Model 33%
• Minimum Requirements 33%
• Traffic Prediction Model 33%
• Data Aggregate 33%

Computer Science

• Traffic Prediction 100%
• Prediction Model 40%
• Deep Learning Model 20%
• Traffic Network 20%
• Recurrent Neural Network 20%
• Dynamic Traffic 20%
• Baseline Model 20%
• Relational Graph 20%
• Graph Neural Network 20%
• System Management 20%
• Training Data 20%
• Training Sample 20%
• Experimental Result 20%