A functional data analysis approach to traffic volume forecasting

IM Wagner-Muns, IG Guardiola… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
Traffic volume forecasts are used by many transportation analysis and management systems
to better characterize and react to fluctuating traffic patterns. Most current forecasting …

Predictions of urban volumes in single time series

T Thomas, W Weijermars… - IEEE Transactions on …, 2009 - ieeexplore.ieee.org
Congestion is increasing in many urban areas. This has led to a growing awareness of the
importance of accurate traffic-flow predictions. In this paper, we introduce a prediction …

Pedestrian-safety-aware traffic light control strategy for urban traffic congestion alleviation

Y Zhang, Y Zhang, R Su - IEEE Transactions on Intelligent …, 2019 - ieeexplore.ieee.org
Conflicts between pedestrians and vehicles are one of the common safety issues at
signalized intersections. Pedestrian Flashing GREEN (FG), a time interval for pedestrians on …

Analyzing traffic patterns on street segments based on GPS data using R

E Necula - Transportation Research Procedia, 2015 - Elsevier
Nowadays GPS enabled devices are widely spread between drivers making the collection of
GPS data more accessible. So there is an opportunity to infer useful patterns and trends. In …

Deployment of roadside units based on partial mobility information

CM Silva, ALL Aquino, W Meira Jr - Computer Communications, 2015 - Elsevier
This work presents an algorithm for deployment of roadside units based on partial mobility
information. We propose the partition of the road network into same size urban cells, and we …

Evolution and future of urban road incident detection algorithms

J Evans, B Waterson, A Hamilton - Journal of transportation …, 2020 - ascelibrary.org
Only a small minority of road incident detection algorithms (IDAs) have been designed for
use in urban road networks. A review of the literature conducted by the authors revealed that …

The effectiveness of applying dynamic lane assignment at all approaches of signalized intersection

WKM Alhajyaseen, M Najjar, NT Ratrout… - Case studies on transport …, 2017 - Elsevier
Existing traffic control strategies at signalized intersections aim at the optimization of signal
timing parameters while assuming fixed lane assignments to the movements at each …

Modeling and forecasting the urban volume using stochastic differential equations

R Tahmasbi, SM Hashemi - IEEE Transactions on Intelligent …, 2013 - ieeexplore.ieee.org
Traffic flow prediction can be used for the management of traffic control systems and can be
applied toward improving traffic light split times at intersections. In this paper, we developed …

Local Gaussian processes for efficient fine-grained traffic speed prediction

TV Le, R Oentaryo, S Liu, HC Lau - IEEE Transactions on Big …, 2016 - ieeexplore.ieee.org
Traffic speed is a key indicator for the efficiency of an urban transportation system. Accurate
modeling of the spatiotemporally varying traffic speed thus plays a crucial role in urban …

Commuters' traffic pattern and prediction analysis in a metropolitan area

S Chavhan, P Venkataram - Journal on Vehicle Routing Algorithms, 2018 - Springer
A metropolitan area is an area with dynamic demands and is one of the main indicators of
economic growth of nation. It involves the complexity of efficient analysis and prediction of …