Enhancing Road Surface Temperature Prediction: A Novel Approach Integrating Transfer Learning with Long Short-Term Memory Neural Networks

Engineering

• Road 100%
• Road Surface 100%
• Long Short-Term Memory 100%
• Transfer Learning 100%
• Lstm 60%
• Feature Extraction 40%
• Prediction Performance 20%
• Temperature Range 20%
• Low-Temperature 20%
• Accurate Prediction 20%
• Mean Absolute Error 20%
• Mean Square Error 20%
• Temperature Time 20%
• Data Term 20%
• Road Traffic Safety 20%

Keyphrases

• Feature Extraction Tool 50%
• Optimal Transfer 25%
• Memory Feature 25%
• Prediction Module 25%
• Periodic Uncertainties 25%
• High-precision Prediction 25%
• Small Sample Modeling 25%
• Temperature Time Series 25%
• Road Weather Information System 25%
• Fully Connected Layer 25%

Chemical Engineering

• Neural Network 100%
• Long Short-Term Memory 100%