Statistical and machine-learning methods for clearance time prediction of road incidents: A methodology review

J Tang, L Zheng, C Han, W Yin, Y Zhang, Y Zou… - Analytic methods in …, 2020 - Elsevier
Accurate clearance time prediction for road incident would be helpful to evaluate the
incident impacting range and provide route guiding strategy according to the predicted …

Short-term traffic flow prediction method for urban road sections based on space–time analysis and GRU

G Dai, C Ma, X Xu - IEEE Access, 2019 - ieeexplore.ieee.org
Accurate short-term traffic forecasts help people choose transportation and travel time.
Through the query data, many models for traffic flow prediction have neglected the temporal …

Evolution regularity mining and gating control method of urban recurrent traffic congestion: a literature review

C Ma, J Zhou, X Xu, J Xu - Journal of Advanced Transportation, 2020 - Wiley Online Library
To understand the status quo of urban recurrent traffic congestion, the current results of
recurrent traffic congestion, and gating control are reviewed from three aspects: traffic …

Evaluation of short‐term freeway speed prediction based on periodic analysis using statistical models and machine learning models

X Yang, Y Zou, J Tang, J Liang… - Journal of Advanced …, 2020 - Wiley Online Library
Accurate prediction of traffic information (ie, traffic flow, travel time, traffic speed, etc.) is a key
component of Intelligent Transportation System (ITS). Traffic speed is an important indicator …

Consensus and optimal speed advisory model for mixed traffic at an isolated signalized intersection

S Yu, R Fu, Y Guo, Q Xin, Z Shi - Physica A: Statistical Mechanics and its …, 2019 - Elsevier
Due to the accessibility for connected vehicle (CV) to obtain the V2X covered traffic
conditions and signal phase and timing (SPaT) information, the CV becomes able to follow …

Ship trajectory reconstruction from AIS sensory data via data quality control and prediction

X Chen, J Ling, Y Yang, H Zheng… - Mathematical …, 2020 - Wiley Online Library
Accurate ship trajectory plays an important role for maritime traffic control and management,
and ship trajectory prediction with Automatic Identification System (AIS) data has attracted …

Traffic incident clearance time prediction and influencing factor analysis using extreme gradient boosting model

J Tang, L Zheng, C Han, F Liu… - Journal of Advanced …, 2020 - Wiley Online Library
Accurate prediction and reliable significant factor analysis of incident clearance time are two
main objects of traffic incident management (TIM) system, as it could help to relieve traffic …

A random parameters copula-based binary logit-generalized ordered logit model with parameterized dependency: application to active traveler injury severity analysis

N Phuksuksakul, S Yasmin, MM Haque - Analytic methods in accident …, 2023 - Elsevier
A copula-based dependence approach accommodates various facets of dependence
structures in building multivariate stochastic models. In existing studies, applications of …

Importance of professional roadkill data in assessing diversity of mammal roadkills

L Balčiauskas, J Stratford, L Balčiauskienė… - … Research Part D …, 2020 - Elsevier
With considerable under-reporting of roadkills, the impact of transport on biodiversity is
mostly underestimated. The main goal of this study was to compare official roadkill records …

Spatial heterogeneity analysis of macro-level crashes using geographically weighted Poisson quantile regression

J Tang, F Gao, F Liu, C Han, J Lee - Accident Analysis & Prevention, 2020 - Elsevier
In recent years, globally quantile-based model (eg quantile regression) and spatially
conditional mean models (eg geographically weighted regression) have been widely and …