Short-term traffic speed forecasting hybrid model based on chaos–wavelet analysis-support vector machine theory

J Wang, Q Shi - Transportation Research Part C: Emerging …, 2013 - Elsevier
Based on the previous literature review, this paper builds a short-term traffic speed
forecasting model using Support Vector Machine (SVM) regression theory (referred as SVM …

Travel time forecasting and dynamic origin-destination estimation for freeways based on bluetooth traffic monitoring

J Barcelö, L Montero, L Marqués… - Transportation …, 2010 - journals.sagepub.com
Traditional technologies, such as inductive loop detectors, do not usually produce
measurements of the quality required by real-time applications. Therefore, one wonders …

Explanation of machine-learning solutions in air-traffic management

Y Xie, N Pongsakornsathien, A Gardi, R Sabatini - Aerospace, 2021 - mdpi.com
Advances in the trusted autonomy of air-traffic management (ATM) systems are currently
being pursued to cope with the predicted growth in air-traffic densities in all classes of …

[HTML][HTML] Simulation-based regression models to estimate bus routes and network travel times

YE Hawas - Journal of Public Transportation, 2013 - Elsevier
This paper presents an approach to estimate bus route and network travel times using micro-
simulation. This can be used in predicting the effectiveness of bus route designs using some …

Freeway sensor spacing and probe vehicle penetration: Impacts on travel time prediction and estimation accuracy

W Feng, AY Bigazzi, S Kothuri… - Transportation research …, 2010 - journals.sagepub.com
Accurate travel time prediction–estimation is important for advanced traveler information
systems and advanced traffic management systems. Traffic managers and operators are …

[PDF][PDF] An improved ctm model for urban signalized intersections and exploration of traffic evolution

AA Rrecaj, V Alimehaj, M Malenkovska… - Civil Engineering …, 2021 - scholar.archive.org
In this paper is going to be proposed a Cell Transmission Model (CTM), its analysis and
evaluation with a case study, which addresses in a detailed way the aspect of merging and …

Assessment of data quality needs for use in transportation applications

H Rakha, H Chen, A Haghani, KF Sadabadi - 2013 - rosap.ntl.bts.gov
The objective of this project is to investigate data quality measures and how they are applied
to travel time prediction. This project showcases a short‐term travel time prediction method …

Short-term prediction of freeway travel times using data from bluetooth detectors

Y Hu - 2013 - uwspace.uwaterloo.ca
There is increasing recognition among travelers, transportation professionals, and decision
makers of the importance of the reliability of transportation facilities. An important step …

Real-Time Estimation of Road Traffic Speeds from Cell-Based Vehicle Trajectories

X Sun, D Yu, S Liao, W Li, C Zhou - … 15, 2018, Revised Selected Papers 16, 2019 - Springer
This paper presents a novel approach for urban road networks to estimate traffic speeds
using vehicle trajectories captured by detectors on transportation cells. By scanning and …

Modelling the impact of sensor placement and fusion for traffic monitoring

J Laird - 2013 - unsworks.unsw.edu.au
This thesis develops models to evaluate the impact of multi-modal sensor placement
configurations on obtaining traffic parameters required for a variety of traffic monitoring and …