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Muhammad Ijaz
Institution:
University of Wah
Observed institutions:
Tongji University,
University of Wah,
Southwest Jiaotong University
ORCID:
0000-0002-7718-6865
Observed ORCID:
0000-0002-7718-6865
OpenAlex ID:
A5087129173
A comparative study of machine learning classifiers for injury severity prediction of crashes involving three-wheeled motorized rickshaw
2021
·
Muhammad Ijaz
, Liu lan
, et al.
·
Accident Analysis & Prevention
·
119
Predicting Risky and Aggressive Driving Behavior among Taxi Drivers: Do Spatio-Temporal Attributes Matter?
2020
·
Muhammad Zahid
, Yangzhou Chen
, et al.
·
International Journal of Environmental Research and Public Health
·
82
PDF
Factors affecting injury severity in motorcycle crashes: Different age groups analysis using Catboost and SHAP techniques
2024
·
Muhammad Zahid
, Muhammad Faisal Habib
, et al.
·
Traffic Injury Prevention
·
70
Evaluation of Short-Term Freeway Speed Prediction Based on Periodic Analysis Using Statistical Models and Machine Learning Models
2020
·
Xiaoxue Yang
, Yajie Zou
, et al.
·
Journal of Advanced Transportation
·
64
PDF
Investigation of factors influencing motorcyclist injury severity using random parameters logit model with heterogeneity in means and variances
2021
·
Muhammad Ijaz
, Liu Lan
, et al.
·
International Journal of Crashworthiness
·
53
Evaluating gender differences in injury severities of non-helmet wearing motorcyclists: Accommodating temporal shifts and unobserved heterogeneity
2022
·
Chenzhu Wang
, Muhammad Ijaz
, et al.
·
Analytic Methods in Accident Research
·
51
A Copula-Based Approach for Accommodating the Underreporting Effect in Wildlife‒Vehicle Crash Analysis
2019
·
Yajie Zou
, Xinzhi Zhong
, et al.
·
Sustainability
·
46
PDF
Temporal Instability of Factors Affecting Injury Severity in Helmet-Wearing and Non-Helmet-Wearing Motorcycle Crashes: A Random Parameter Approach with Heterogeneity in Means and Variances
2022
·
Muhammad Ijaz
, Lan Liu
, et al.
·
International Journal of Environmental Research and Public Health
·
34
PDF
Differences in single-vehicle motorcycle crashes caused by distraction and overspeed behaviors: considering temporal shifts and unobserved heterogeneity in prediction
2023
·
Chenzhu Wang
, Muhammad Ijaz
, et al.
·
International Journal of Injury Control and Safety Promotion
·
19
Temporal assessment of injury severities of two types of pedestrian-vehicle crashes using unobserved-heterogeneity models
2023
·
Chenzhu Wang
, Muhammad Ijaz
, et al.
·
Journal of Transportation Safety & Security
·
15
Comparative Analysis of the Reported Animal-Vehicle Collisions Data and Carcass Removal Data for Hotspot Identification
2019
·
Xiaoxue Yang
, Yajie Zou
, et al.
·
Journal of Advanced Transportation
·
12
PDF
Finite mixture survival model for examining the variability of urban arterial travel time for buses, passenger cars and taxis
2020
·
Xinzhi Zhong
, Yajie Zou
, et al.
·
IET Intelligent Transport Systems
·
7
Predicting Red Light Running Violation Using Machine Learning Classifiers
2021
·
Muhammad Zahid
, Arshad Jamal
, et al.
·
Lecture notes in electrical engineering
·
6
Implementing the Maximum Likelihood Method for Critical Gap Estimation under Heterogeneous Traffic Conditions
2022
·
Arshad Jamal
, Muhammad Ijaz
, et al.
·
Sustainability
·
3
PDF
Temporal and out-of-sample prediction analysis of motorcyclists injury severities
2025
·
Yangyang Xia
, Chenzhu Wang
, et al.
·
Scientific Reports
·
2
PDF
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Works count:
15
Citation count:
579
H-index:
11
I10-index:
11
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