Freight vehicle travel time prediction using Gradient Boosting Regression Tree

Keyphrases

• Boosted Regression Trees 100%
• Travel Time Prediction 100%
• Freight Car 100%
• Vehicle Travel 100%
• Trajectory Data 75%
• Performance Prediction 50%
• Sparse Trajectories 50%
• Mean Speed 50%
• Speed Estimate 50%
• Prediction Accuracy 25%
• Model Fitting 25%
• Freight Transportation 25%
• Traffic Management 25%
• Traffic Flow Data 25%
• Transportation Company 25%
• Non-recurring 25%
• Management Authority 25%
• Bayesian Optimization 25%
• Route Segment 25%
• Travel Distance 25%
• Unusual Events 25%
• Time Information 25%
• Regression Tree Model 25%
• Recurrent Events 25%
• Real-world Practice 25%
• Task Scheduling 25%

Engineering

• Prediction Performance 100%
• Freight Vehicle 100%
• Pre Start 100%
• Tasks 50%
• Limited Amount 50%
• Freight Transportation 50%
• Traffic Management 50%
• Data Flow 50%
• Model Tree 50%

Computer Science

• Prediction Time 100%
• Gradient Boosting 100%
• Regression Tree 100%
• Trajectory Data 75%
• Prediction Performance 50%
• Prediction Accuracy 25%
• Traffic Management 25%
• Individual Level 25%
• Time Information 25%
• Traveled Distance 25%
• task-scheduling 25%