Efficient traffic speed forecasting based on massive heterogenous historical data

Keyphrases

• Historical Data 100%
• Traffic Speed Prediction 100%
• Traffic Speed Forecasting 100%
• Traffic Condition 66%
• Gaussian Process Regression 66%
• Traffic Data 33%
• Heterogeneous Data 33%
• Learning Approaches 33%
• Speed Data 33%
• Hadoop Framework 33%
• Massive Data 33%
• Flow Data 33%
• Traffic Speed 33%
• Driving Experience 33%
• Highly Dynamic 33%
• Efficient Driving 33%
• Traffic Prediction 33%
• Speed-flow Relationships 33%
• Historical Patterns 33%
• Big Data Research 33%
• Updating Model 33%
• Occupancy Data 33%
• Informative Data 33%
• Big Data Framework 33%
• Lazy Learning 33%
• Weather Data 33%

Computer Science

• Historical Data 100%
• Big Data 66%
• Traffic Condition 66%
• Heterogeneous Data 33%
• Learning Approach 33%
• Hadoop Framework 33%
• Massive Amount 33%
• Traffic Prediction 33%
• Driving Experience 33%