A Deep Cycle Limit Learning Machine Method for Urban Expressway Traffic Incident Detection

Mathematics

• Urban Traffic 100%
• Machine Learning 57%
• Limit Cycle 48%
• Extreme Learning Machine 42%
• Event Detection 26%
• Traffic Congestion 25%
• Regression Tree 21%
• Traffic Flow 19%
• Traffic 16%
• Neural Networks 14%
• Particle Swarm Optimization Algorithm 11%
• Gradient 11%
• Unsupervised Learning 11%
• False Alarm Rate 10%
• Global Search 10%
• Microwave 9%
• China 9%
• Detector 8%
• Safety 8%
• Screening 8%
• Resources 6%
• Learning 6%
• Verify 6%
• Experiment 5%
• Output 5%
• Unit 5%
• Computing 4%
• Performance 4%
• Generalization 3%
• Model 2%

Engineering & Materials Science

• Machine learning 38%
• Traffic congestion 14%
• Neural networks 7%
• Unsupervised learning 7%
• Screening 6%
• Microwaves 5%
• Particle swarm optimization (PSO) 5%
• Detectors 5%
• Experiments 2%