Travel time reliability assessment has been widely used in recent years to evaluate the performance of transportation networks and measure operation level systems. Weather, as one important factors influencing travel reliability, affects relationship between supply requirement urban road networks. Considering traffic characteristics under different conditions, a study on influence weather condi...

traffic prediction systems can play an essential role in intelligent transportation systems (its). prediction and patterns comprehensibility of traffic characteristic parameters such as average speed, flow, and travel time could be beneficiary both in advanced traveler information systems (atis) and in its traffic control systems. however, due to their complex nonlinear patterns, these systems ...

Increasing popularity of mobile route planning applications based on GPS technology provides opportunities for collecting traffic data in urban environments. One of the main challenges for travel time estimation and prediction in such a setting is how to aggregate data from vehicles that have followed different routes, and predict travel time for other routes of interest. One approach is to pre...