A review of travel time estimation and forecasting for advanced traveller information systems

U Mori, A Mendiburu, M Álvarez… - … A: Transport Science, 2015 - Taylor & Francis
Due to the increase in vehicle transit and congestion in road networks, providing information
about the state of the traffic to commuters has become a critical issue for Advanced Traveller …

Short-term traffic forecasting: Where we are and where we're going

EI Vlahogianni, MG Karlaftis, JC Golias - Transportation Research Part C …, 2014 - Elsevier
Since the early 1980s, short-term traffic forecasting has been an integral part of most
Intelligent Transportation Systems (ITS) research and applications; most effort has gone into …

Data collection of freeway travel time ground truth with bluetooth sensors

A Haghani, M Hamedi, KF Sadabadi… - Transportation …, 2010 - journals.sagepub.com
Accurate travel time information is essential to the effective management of traffic conditions.
Traditionally, floating car data have been used as the primary source of ground truth for …

Non-parametric estimation of route travel time distributions from low-frequency floating car data

M Rahmani, E Jenelius, HN Koutsopoulos - Transportation Research Part …, 2015 - Elsevier
The paper develops a non-parametric method for route travel time distribution estimation
using low-frequency floating car data (FCD). While most previous work has focused on link …

Experienced travel time prediction for congested freeways

M Yildirimoglu, N Geroliminis - Transportation Research Part B …, 2013 - Elsevier
Travel time is an important performance measure for transportation systems, and
dissemination of travel time information can help travelers make reliable travel decisions …

Assessment of interaction of crash occurrence, mountainous freeway geometry, real-time weather, and traffic data

MM Ahmed, M Abdel-Aty, R Yu - Transportation research …, 2012 - journals.sagepub.com
This study investigated the effect of the interaction between roadway geometric features and
real-time weather and traffic data on the occurrence of crashes on a mountainous freeway …

Real-time prediction of visibility related crashes

MA Abdel-Aty, HM Hassan, M Ahmed… - … research part C …, 2012 - Elsevier
More researchers started using real-time traffic surveillance data, collected from loop/radar
detectors (LDs), for proactive crash risk assessment. However, there is a lack of prior studies …

Constructing cooperative intelligent transport systems for travel time prediction with deep learning approaches

MY Chen, HS Chiang, KJ Yang - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Drivers and traffic system planners require accurate forecasting of future travel times. To
alleviate traffic congestion on Taiwan's Provincial Highway No. 61, this study considers …

Spatial-temporal traffic congestion identification and correlation extraction using floating car data

Y Chen, C Chen, Q Wu, J Ma, G Zhang… - Journal of Intelligent …, 2021 - Taylor & Francis
Traffic congestion induces significant economic loss each year, and identifying traffic
congestion patterns is necessary for better traffic control and management. Floating car data …

Trip travel-time reliability: issues and proposed solutions

H Rakha, I El-Shawarby, M Arafeh - Journal of Intelligent …, 2010 - Taylor & Francis
The estimation of path or trip travel-time reliability is critical to any advanced traveler
information system. The state-of-practice procedures for estimating path travel-time reliability …