Estimating accurately the vehicular density along roads is very important for managing and
controlling traffic operations in urban networks. The vehicular density information may be …

The increase of road traffic in large cities during the last years has produced that long and
short-term traffic flow forecasting is a critical need for the authorities. The availability of good …

Proactive traffic management is a subset of smart mobility applications in which traffic control
strategies are implemented in advance to respond to anticipated roadway conditions …

In this paper, an aggregation approach is proposed for traffic flow prediction that is based on
the moving average (MA), exponential smoothing (ES), autoregressive MA (ARIMA), and …

Traffic flow prediction is an important precondition to alleviate traffic congestion in large-
scale urban areas. Recently, some estimation and prediction methods have been proposed …

Real-time estimation of the traffic state in urban signalized links is valuable information for
modern traffic control and management. In recent years, with the development of in-vehicle …

The forecasting of short-term traffic flow is one of the key issues in the field of dynamic traffic
control and management. Because of the uncertainty and nonlinearity, short-term traffic flow …

Abstract Intelligent Transportation Systems (ITS) have attracted an increasing amount of
attention in recent years. Thanks to the fast development of vehicular computing hardware …

Traffic congestion is a complex phenomenon triggered by a combination of multiple
interacting factors. One of the main factors is the disturbances caused by individual vehicles …

Short-term traffic flow forecasting is a critical function in advanced traffic management
systems (ATMS) and advanced traveler information systems (ATIS). Accurate forecasting …