Deep Learning-Based Prediction Models for Freeway Traffic Flow under Non-Recurrent Events

Mathematics

• Absolute Error 100%
• Convolutional Neural Network 100%
• Deep Learning Method 100%
• Flow Velocity 100%
• Loss Function 100%
• Multilayer Perceptron 100%
• Neural Network 100%
• Squared Error 100%

Engineering

• Australia 33%
• Convolutional Neural Network 33%
• Deep Learning Method 100%
• Flow Rate 33%
• Flow Velocity 33%
• Learning System 66%
• Loss Function 33%
• Lstm 33%
• Mean Absolute Error 33%
• One Dimensional 33%
• Perceptron 33%
• Recurrent 100%
• Road 33%
• Root-Mean-Squared Error 33%

Chemical Engineering

• Deep Learning Method 100%
• Learning System 100%
• Long Short-Term Memory 50%
• Multilayer Neural Networks 50%
• Neural Network 50%