Developing Car-Following Models for Winter Maintenance Operations Incorporating Machine Learning Methods

Keyphrases

• Machine Learning Techniques 100%
• Car-following Model 100%
• Winter Maintenance 100%
• Vehicle Type 50%
• Snowplow 50%
• Collision Avoidance System 50%
• Car-following Behavior 33%
• Driving Behavior 33%
• Following Behavior 33%
• Physical Characteristics 16%
• Two-objective 16%
• Specific Model 16%
• Operational Characteristics 16%
• Least Squares Support Vector Regression (LSSVR) 16%
• Rear-end Collision 16%
• Adverse Weather Conditions 16%
• Road Users 16%
• Time Headway 16%
• Following Vehicle 16%
• Behavioral Heterogeneity 16%
• Long Short-term Memory Network 16%
• Microsimulation Model 16%
• Driving Style 16%
• Space Headway 16%
• Gipps Model 16%
• Michigan Department of Transportation 16%

Engineering

• Machine Learning Method 100%
• Collision Avoidance 100%
• Maintenance Operation 100%
• Collected Data 33%
• Road 33%
• Operational Characteristic 33%
• Lstm 33%
• Support Vector Machine 33%