With the rapid development of transportation and logistics economy, the vehicle travel time prediction and planning become an important topic in logistics. Travel time prediction, which is indispensible for traffic guidance, has become a key issue for researchers in this field. At present, the prediction of travel time is mainly short term prediction, and the predication methods include artific...

Accurate and real-time travel time information for buses can help passengers better plan their trips and minimize waiting times. A dynamic travel time prediction model for buses addressing the cases on road with multiple bus routes is proposed in this paper, based on support vector machines (SVMs) and Kalman filtering-based algorithm. In the proposed model, the well-trained SVM model predicts t...

Prediction of travel times is a vital function of many advanced traveler information systems. In this study, an experimental analysis of the relationship between instantaneous travel time and real travel time is carried out and a method to predict freeway travel times using a linear model is proposed. The proposed method is applied to a data set of the Hanshin Expressway. The implementation pro...

21 Travel-time information is an essential part of Advanced Traveler Information Systems (ATISs) 22 and Advanced Traffic Management Systems (ATMSs). A key component of these systems is the 23 prediction of travel times. From the perspective of travelers such information may assist in 24 making better route choice and departure time decisions. For transportation agencies these data 25 provide cr...

Article history: Received 21 July 2012 Received in revised form 21 March 2013 Accepted 21 March 2013

A travel time prediction algorithm scalable to large freeway networks with many nodes with arbitrary travel routes is proposed. Instead of constructing separate predictors for individual routes, it first predicts the whole future space-time field of travel times and then traverses the required subsection of the predicted travel time field to compute the travel time estimate for the requested ro...

Travel time prediction is vital to the development and maintainence of advanced intelligent transportation system technologies. The travel on a road segment dependent various factors like dynamic traffic demands, incidents, weather conditions, geometric factors. However, uncertainties associated with performance consistency may reduce effectiveness such systems. To tackle these challenges, this...