A comparison of the performance of artificial neural networks and support vector machines for the prediction of traffic speed

Mathematics

• Artificial Neural Network 100%
• Context 16%
• Guidance 30%
• Information Systems 31%
• Intelligent Transportation Systems 57%
• Methodology 19%
• Neural Network Model 64%
• Pattern Classification 36%
• Performance 46%
• Predict 24%
• Prediction 62%
• Real-time Data 49%
• Regression 19%
• Support Vector Machine 98%
• Time series 23%
• Traffic 86%
• Traffic Management 48%
• Transportation Networks 37%
• Travel Time 35%

Engineering & Materials Science

• Advanced traffic management systems 65%
• Advanced traveler information systems 60%
• Highway systems 43%
• Neural networks 47%
• Pattern recognition 34%
• Support vector machines 62%
• Time series 33%
• Travel time 40%