5 papers
Twitter-based traffic information system based on vector representations for words
Sina Dabiri, Kevin Heaslip
Recently, researchers have shown an increased interest in harnessing Twitter data for dynamic monitoring of traffic conditions. Bag-of-words representation is a common method in li…
Introducing a Cost-Effective Approach for Improving the Arterial Traffic Performance Operating Under the Semi-Actuated Coordinated Signal Control
Sina Dabiri, Kianoush Kompany, Montasir Abbas
The semi-actuated coordinated operation mode is a type of signal control where minor approaches are placed with detectors to develop actuated phasing while major movements are coor…
Evaluation of the Gradient Boosting of Regression Trees Method on Estimating the Car Following Behavior
Sina Dabiri, Montasir Abbas
Car-following models, as the essential part of traffic microscopic simulations, have been utilized to analyze and estimate longitudinal drivers' behavior since sixty years ago. The…
Inferring transportation modes from GPS trajectories using a convolutional neural network
Sina Dabiri, Kevin Heaslip
Identifying the distribution of users' transportation modes is an essential part of travel demand analysis and transportation planning. With the advent of ubiquitous GPS-enabled de…
Transport-domain applications of widely used data sources in the smart transportation: A survey
Sina Dabiri, Kevin Heaslip
The rapid growth of population and the permanent increase in the number of vehicles engender several issues in transportation systems, which in turn call for an intelligent and cos…