Machine-learning prediction models for pedestrian traffic flow levels: Towards optimizing walking routes for blind pedestrians

Keyphrases

• Machine Learning Prediction 100%
• Flow-level 100%
• Pedestrian Traffic Flow 100%
• Blind Pedestrian 100%
• Walking Routes 100%
• OpenStreetMap 80%
• Machine Learning Algorithms 40%
• Routing Algorithm 40%
• Mapping Data 40%
• Result Prediction 20%
• Spatial Structure 20%
• Traffic Flow 20%
• Machine Learning Techniques 20%
• Route Choice 20%
• Computer Model 20%
• Public Transportation 20%
• Temporal Data 20%
• Geometrical Configuration 20%
• Testing Data 20%
• Crowdsourcing 20%
• Urban Space 20%
• Topological Configuration 20%
• Random Forest Algorithm 20%
• Weighted Network 20%
• Network Path 20%
• Vehicle Traffic Flow 20%
• Open Mapping 20%
• Spatial Traffic 20%

Computer Science

• Machine Learning Algorithm 100%
• Planning Algorithm 100%
• Prediction Model 100%
• Route Planning 100%
• Data Mapping 100%
• Machine Learning 100%
• Learning System 100%
• Random Decision Forest 50%
• Temporal Data 50%
• Public Transportation 50%
• Spatial Structure 50%
• Points of Interest 50%

Engineering

• Route Planning 100%
• Machine Learning Algorithm 100%
• Flow Level 100%
• Learning System 100%
• Spatial Structure 50%
• Random Forest 50%
• Machine Learning Method 50%
• Daily Basis 50%