The influence of alternative data smoothing prediction techniques on the performance of a two-stage short-term urban travel time prediction framework

摘要: ABSTRACTThis article investigates the impact of alternative data smoothing and traffic prediction methods on accuracy performance a two-stage short-term urban travel time framework. Using this framework, we test influence combination two different four using from substantially environments under both normal abnormal conditions. This constitutes most comprehensive empirical evaluation joint predictor choice to date. The results indicate that use improves regardless method used is true in during (incident) Moreover, general has much greater than specific method, independent specif...