| Prediction of rapid chloride penetration resistance of metakaolin based high strength concrete using light GBM and XGBoost models by incorporating SHAP analysis AA Alabdullah, M Iqbal, M Zahid, K Khan, MN Amin, FE Jalal Construction and Building Materials 345, 128296, 2022 | 187 | 2022 |
| Injury severity prediction of traffic crashes with ensemble machine learning techniques: a comparative study DFMA Arshad Jamal, Muhammad Zahid, Muhammad Tauhidur Rahman, Hassan M. Al ... International Journal of Injury Control and Safety Promotion, 2021 | 133 | 2021 |
| Electric vehicle energy consumption prediction using stacked generalization: An ensemble learning approach I Ullah, K Liu, T Yamamoto, M Zahid, A Jamal International Journal of Green Energy 18 (9), 896-909, 2021 | 109 | 2021 |
| A comparative study of machine learning classifiers for injury severity prediction of crashes involving three-wheeled motorized rickshaw M Ijaz, M Zahid, A Jamal Accident Analysis & Prevention 154, 106094, 2021 | 101 | 2021 |
| Prediction of electric vehicle charging duration time using ensemble machine learning algorithm and Shapley additive explanations I Ullah, K Liu, T Yamamoto, M Zahid, A Jamal International Journal of Energy Research 46 (11), 15211-15230, 2022 | 88 | 2022 |
| Modeling of machine learning with SHAP approach for electric vehicle charging station choice behavior prediction I Ullah, K Liu, T Yamamoto, M Zahid, A Jamal Travel Behaviour and Society 31, 78-92, 2023 | 83 | 2023 |
| Predicting risky and aggressive driving behavior among taxi drivers: do spatio-temporal attributes matter? M Zahid, Y Chen, S Khan, A Jamal, M Ijaz, T Ahmed International journal of environmental research and public health 17 (11), 3937, 2020 | 82 | 2020 |
| Intelligent intersection control for delay optimization: Using meta-heuristic search algorithms A Jamal, M Tauhidur Rahman, HM Al-Ahmadi, I Ullah, M Zahid Sustainability 12 (5), 1896, 2020 | 81 | 2020 |
| On the potential impacts of smart traffic control for delay, fuel energy consumption, and emissions: An NSGA-II-based optimization case study from Dhahran, Saudi Arabia M Al-Turki, A Jamal, HM Al-Ahmadi, MA Al-Sughaiyer, M Zahid Sustainability 12 (18), 7394, 2020 | 54 | 2020 |
| Short term traffic state prediction via hyperparameter optimization based classifiers M Zahid, Y Chen, A Jamal, MQ Memon Sensors 20 (3), 685, 2020 | 54 | 2020 |
| Compressive strength prediction of one-part alkali activated material enabled by interpretable machine learning SFA Shah, B Chen, M Zahid, MR Ahmad Construction and Building Materials 360, 129534, 2022 | 53 | 2022 |
| Freeway short-term travel speed prediction based on data collection time-horizons: A fast forest quantile regression approach M Zahid, Y Chen, A Jamal, CZ Mamadou Sustainability 12 (2), 646, 2020 | 47 | 2020 |
| Evaluating gender differences in injury severities of non-helmet wearing motorcyclists: accommodating temporal shifts and unobserved heterogeneity C Wang, M Ijaz, F Chen, Y Zhang, J Cheng, M Zahid Analytic methods in accident research 36, 100249, 2022 | 41 | 2022 |
| Investigation of factors influencing motorcyclist injury severity using random parameters logit model with heterogeneity in means and variances M Ijaz, L Lan, SM Usman, M Zahid, A Jamal International journal of crashworthiness 27 (5), 1412-1422, 2022 | 37 | 2022 |
| Adopting machine learning and spatial analysis techniques for driver risk assessment: Insights from a case study M Zahid, Y Chen, A Jamal, KA Al-Ofi, HM Al-Ahmadi International journal of environmental research and public health 17 (14), 5193, 2020 | 37 | 2020 |
| Electric vehicles charging infrastructure planning: a review I Ullah, J Zheng, A Jamal, M Zahid, M Almoshageh, M Safdar International Journal of Green Energy 21 (7), 1710-1728, 2024 | 25 | 2024 |
| Investigating the bond strength of FRP laminates with concrete using LIGHT GBM and SHAPASH analysis MN Amin, BA Salami, M Zahid, M Iqbal, K Khan, AM Abu-Arab, ... Polymers 14 (21), 4717, 2022 | 23 | 2022 |
| Temporal instability of factors affecting injury severity in helmet-wearing and non-helmet-wearing motorcycle crashes: A random parameter approach with heterogeneity in means … M Ijaz, L Liu, Y Almarhabi, A Jamal, SM Usman, M Zahid International journal of environmental research and public health 19 (17), 10526, 2022 | 15 | 2022 |
| Factors affecting injury severity in motorcycle crashes: Different age groups analysis using Catboost and SHAP techniques M Zahid, MF Habib, M Ijaz, I Ameer, I Ullah, T Ahmed, Z He Traffic injury prevention 25 (3), 472-481, 2024 | 14 | 2024 |
| Predicting red light running violation using machine learning classifiers M Zahid, A Jamal, Y Chen, T Ahmed, M Ijaz Green Connected Automated Transportation and Safety: Proceedings of the 11th …, 2022 | 10 | 2022 |
Dr Muhammad IjazSouthwest Jiaotong UniversityVerifisert e-postadresse på student.nust.edu.pk