Urban Origin–Destination Travel Time Estimation Using K-Nearest-Neighbor-Based Methods

Keyphrases

• Travel Time 100%
• Travel Time Estimation 100%
• Neighbor-based 100%
• K-nearest 100%
• Santiago De Chile 33%
• Adaptation 33%
• Starting Time 33%
• Urban Mobility 33%
• Origin-destination 33%
• Traffic Pattern 33%
• Correction Factor 33%
• Prediction Bias 33%
• Deep Learning Model 33%
• Taxi Trip 33%
• Precise Prediction 33%
• Transportation Dynamics 33%
• Haversine Distance 33%
• City Traffic 33%
• Existing State 33%
• Trip Information 33%
• State-of-the-art Models 33%

Computer Science

• k-Nearest Neighbors Algorithm 100%
• Traffic Pattern 100%
• Deep Learning Model 100%
• Observation Time 100%
• Haversine Distance 100%

INIS

• travel 100%
• data 50%
• dynamics 33%
• prediction 33%
• cities 16%
• chile 16%
• comparative evaluations 16%
• partition 16%
• datasets 16%
• algorithms 16%
• accuracy 16%
• learning 16%
• testing 16%
• information 16%
• distance 16%
• corrections 16%
• origin 16%
• mobility 16%