Muhammad Ijaz

Static and Dynamic Malware Analysis Using Machine Learning

Muhammad Ijaz, Muhammad Hanif Durad, Maliha Ismail · 2019 · 136 citations

Engineering, Machine Learning, Evasion Technique +17

A comparative study of machine learning classifiers for injury severity prediction of crashes involving three-wheeled motorized rickshaw

Muhammad Ijaz, Lan Liu, Muhammad Zahid et al. · Accident Analysis & Prevention · 2021 · 101 citations

Data Classification, Engineering, Machine Learning +14

Predicting Risky and Aggressive Driving Behavior among Taxi Drivers: Do Spatio-Temporal Attributes Matter?

Muhammad Zahid, Yangzhou Chen, Sikandar Khan et al. · International Journal of Environmental Research and Public Health · 2020 · 80 citations · Full text

Traffic Violations, Machine Learning, Engineering +25

Evaluation of Short-Term Freeway Speed Prediction Based on Periodic Analysis Using Statistical Models and Machine Learning Models

Xiaoxue Yang, Yajie Zou, Jinjun Tang et al. · Journal of Advanced Transportation · 2020 · 65 citations · Full text

Traffic Theory, Engineering, Machine Learning +14

Evaluating gender differences in injury severities of non-helmet wearing motorcyclists: Accommodating temporal shifts and unobserved heterogeneity

Chenzhu Wang, Muhammad Ijaz, Fei Chen et al. · Analytic Methods in Accident Research · 2022 · 48 citations

Driver Behavior, Medicine, Safety Science +11