In the last two decades, the growing need for short‐term prediction of traffic parameters
embedded in a real‐time intelligent transportation systems environment has led to the …

Abstract Analysis and short-term forecasting of traffic flow data for several locations of the
Slovenia highway network are presented. Daily and weekly seasonal components of the …

The paper proposes a traffic speed prediction algorithm for urban road traffic networks. The
motivation of the prediction is to provide short time forecast in order to support ITS (Intelligent …

Short-term traffic forecasting is driven by an increasing need of new services for user
information and new systems for dynamic control. Our research focuses on reproducing …

This paper presents a framework for short-term travel time prediction in a motorway with a
three-stage architecture: traffic flow forecasting, traffic flow generation and travel time …

Accurate and timely traffic forecasting is crucial to effective management of intelligent
transportation systems (ITS). To predict travel time index (TTI) data, we select six baseline …

Near future travel-time information is one of the most critical factors that travellers consider
before making trip decisions. In efforts to provide more reliable future travel-time estimations …

The presentation of travel time information to drivers is one of the important roles of
information systems concerned with road traffic. This paper proposes a method for predicting …

Problems related to highway traffic operation and congestion management can be alleviated
with the use of modern intelligent transportation systems (ITSs). Advanced Traveler …

This article presents a thorough literature review and evaluation of road traffic forecasting
methods. More specifically, the literature review concerns the study of scientific articles, in …