Trajectory analysis for on-demand services: A survey focusing on spatial-temporal demand and supply patterns

S Wang, L Li, W Ma, X Chen - Transportation Research Part C: Emerging …, 2019 - Elsevier
With the development of information technique and wireless communication, a vast number
of taxis' and ride-sharing cars' trajectory data that provide a rich and detailed source to study …

Modeling and mitigating fatigue-related accident risk of taxi drivers

MK Li, JJ Yu, L Ma, W Zhang - Accident Analysis & Prevention, 2019 - Elsevier
Taxi drivers worldwide often have very long driving hours and experience frequent fatigue.
These conditions are associated with a high prevalence of fatigue and accidents. However …

Operational factor analysis of the aggressive taxi speeders using random parameters Bayesian LASSO modeling approach

Y Zhou, X Jiang, C Fu, H Liu - Accident Analysis & Prevention, 2021 - Elsevier
Partial taxi speeders are observed with both high speeding frequency and severity (range).
They thereby can be viewed as aggressive speeders whose behaviors may result in more …

Effects of congestion on drivers' speed choice: Assessing the mediating role of state aggressiveness based on taxi floating car data

Y Huang, DJ Sun, LH Zhang - Accident Analysis & Prevention, 2018 - Elsevier
Inappropriate cruising speed, such as speeding, is one of the major contributors to the road
safety, which increases both the quantitative number and severity of traffic accidents …

Who might encounter hard-braking while speeding? Analysis for regular speeders using low-frequency taxi trajectories on arterial roads and explainable AI

Y Zhou, C Fu, X Jiang, Q Yu, H Liu - Accident Analysis & Prevention, 2024 - Elsevier
Regular speeders are those who commit speeding recidivism during a period. Among their
speeding behaviors, some occurring in specific scenarios may cause more hazards to road …

Multi-dimensional unobserved heterogeneities: Modeling likelihood of speeding behaviors in different patterns for taxi speeders with mixed distributions, multivariate …

Y Zhou, C Fu, X Jiang - Analytic Methods in Accident Research, 2024 - Elsevier
Speeding behaviors can be classified into different patterns according to both speeding-
range and speeding-distance. Among the speeding patterns, some are more frequently …

Speeding violation type prediction based on decision tree method: a case study in Wujiang, China

Z Cheng, J Lu, Z Zu, Y Li - Journal of advanced transportation, 2019 - Wiley Online Library
The speeding violation has become a key concern in the traffic safety management, as it
increases the risk of traffic crashes, as well as the severity of these crashes. This uncivilized …

Significance of attitudes, passion and cultural factors in driver's speeding behavior in Oman: Application of theory of planned behavior

MA Javid, AR Al-Hashimi - International journal of injury control and …, 2020 - Taylor & Francis
Traffic accidents and related fatalities have become a major public health problem in the
world. This study aims to identify the significant factors that play an important role in the …

Utilizing different machine learning techniques to examine speeding violations

AH Alomari, BW Al-Mistarehi, TK Alnaasan… - Applied Sciences, 2023 - mdpi.com
This study investigated the potential impacts on speeding violations in the United States,
including the top ten states in terms of crashes: California, Florida, Georgia, Illinois …

The effectiveness of fixed speed cameras on Iranian taxi drivers: An evaluation of the influential factors

MR Malekpour, S Azadnajafabad… - Frontiers in public …, 2022 - frontiersin.org
Background The adherence to speed limits can reduce deaths associated with road traffic
injuries (RTIs) by more than a quarter. This study aimed to evaluate the effective factors on …