Use of real-world connected vehicle data in identifying high-risk locations based on a new surrogate safety measure

K Xie, D Yang, K Ozbay, H Yang - Accident Analysis & Prevention, 2019 - Elsevier
Traditional methods for the identification of high-risk locations rely heavily on historical crash
data. Rich information generated from connected vehicles could be used to obtain surrogate …

Uncertainty estimation of connected vehicle penetration rate

S Jia, SC Wong, W Wong - Transportation Science, 2023 - pubsonline.informs.org
Knowledge of the connected vehicle (CV) penetration rate is crucial for realizing numerous
beneficial applications during the prolonged transition period to full CV deployment. A recent …

An extreme gradient boosting method for identifying the factors contributing to crash/near-crash events: a naturalistic driving study

SR Mousa, PR Bakhit, S Ishak - Canadian Journal of Civil …, 2019 - cdnsciencepub.com
Despite the research efforts for reducing traffic accidents, the number of global annual
vehicle accidents is still on the rise. This continues to motivate researchers to examine the …

A comparative analysis of tree-based ensemble methods for detecting imminent lane change maneuvers in connected vehicle environments

SR Mousa, PR Bakhit, OA Osman… - Transportation …, 2018 - journals.sagepub.com
Lane changing is one of the main contributors to car crashes in the US The complexity of the
decision-making process associated with lane changing makes such maneuvers prone to …

An in-vehicle warning information provision strategy for V2V-based proactive traffic safety management

Y Jo, J Jang, J Ko, C Oh - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
The availability of vehicle interaction data, which is obtained by an in-vehicle forward
collision warning system, including spacing between the leading and the following vehicle …

Development of tree-based algorithm for prediction of field performance of asphalt concrete overlays

M Mousa, MA Elseifi, A Abdel-Khalek - Journal of Transportation …, 2019 - ascelibrary.org
In Louisiana and many other states, the design pavement service life (PSL) for structural
asphalt concrete (AC) overlays is typically assumed to be 20 years. However, research …

[HTML][HTML] Modeling residual-vehicle effects on uncertainty estimation of the connected vehicle penetration rate

S Jia, SC Wong, W Wong - Transportation Research Part C: Emerging …, 2024 - Elsevier
In the transition to full deployment of connected vehicles (CVs), the CV penetration rate
plays a key role in bridging the gap between partial and complete traffic information. Several …

Intergrading Connected Vehicle Data into the Transportation Performance Measurement Process

MA Islam - 2018 - search.proquest.com
Transportation system performance measurements are used to evaluate the operating
conditions of local and regional transportation systems and determine if they meet national …

[PDF][PDF] Modeling Residual-Vehicle Effects in Undersaturation Conditions on Uncertainty Estimation of the Connected Vehicle Penetration Rate

S Jia, SC Wong, W Wong - … and Traffic Theory (15/07/2024 …, 2024 - limos.engin.umich.edu
ISTTT25 Jia et al.–Uncertainty in Connected Vehicle Penetration Rate 2 unobservable
constrained residual vehicles, unconstrained residual vehicles, and new arrivals. Although …

Performance Measurement & Management using Connected & Automated Vehicle Data

M Hadi, S Srinivasan, OEM Ramadan, A Islam, L Azizi… - 2021 - rosap.ntl.bts.gov
The availability of connected vehicle (CV) data, even at lower market penetrations, can be
sufficient to support critical transportation performance measurement and management …