| Machine learning models for predicting the residual value of heavy construction equipment: An evaluation of modified decision tree, LightGBM, and XGBoost regression A Shehadeh, O Alshboul, RE Al Mamlook, O Hamedat Automation in Construction 129, 103827, 2021 | 194 | 2021 |
| Comparison of machine learning algorithms for predicting traffic accident severity RE AlMamlook, KM Kwayu, MR Alkasisbeh, AA Frefer 2019 IEEE Jordan international joint conference on electrical engineering …, 2019 | 123 | 2019 |
| Overview success criteria and critical success factors in project management AA Frefer, M Mahmoud, H Haleema, R Almamlook Industrial engineering & management 7 (1), 1-6, 2018 | 115 | 2018 |
| A comparative performance of machine learning algorithm to predict electric vehicles energy consumption: A path towards sustainability I Ullah, K Liu, T Yamamoto, RE Al Mamlook, A Jamal Energy & Environment 33 (8), 1583-1612, 2022 | 83 | 2022 |
| Decision-making and optimal design of green energy system based on statistical methods and artificial neural network approaches MM Samy, RE Almamlook, HI Elkhouly, S Barakat Sustainable Cities and Society 84, 104015, 2022 | 54 | 2022 |
| Investigation of the performance of machine learning classifiers for pneumonia detection in chest X-ray images RE Al Mamlook, S Chen, HF Bzizi 2020 IEEE International Conference on Electro Information Technology (EIT …, 2020 | 54 | 2020 |
| Utilizing machine learning models to predict the car crash injury severity among elderly drivers RE Al Mamlook, TZ Abdulhameed, R Hasan, HI Al-Shaikhli, I Mohammed, ... 2020 IEEE international conference on electro information technology (EIT …, 2020 | 37 | 2020 |
| Automated monkeypox skin lesion detection using deep learning and transfer learning techniques AS Jaradat, RE Al Mamlook, N Almakayeel, N Alharbe, AS Almuflih, ... International Journal of Environmental Research and Public Health 20 (5), 4422, 2023 | 33 | 2023 |
| Risk assessment model for optimal gain–pain share ratio in target cost contract for construction projects A Shehadeh, O Alshboul, O Hamedat Journal of Construction Engineering and Management 148 (2), 04021197, 2022 | 32 | 2022 |
| A collaborative filtering recommendation algorithm based on embedding representation N Alharbe, MA Rakrouki, A Aljohani Expert Systems with Applications 215, 119380, 2023 | 30 | 2023 |
| Deep and machine learning approaches for forecasting the residual value of heavy construction equipment: A management decision support model O Alshboul, A Shehadeh, M Al-Kasasbeh, RE Al Mamlook, N Halalsheh, ... Engineering, Construction and Architectural Management 29 (10), 4153-4176, 2022 | 29 | 2022 |
| Prediction liquidated damages via ensemble machine learning model: Towards sustainable highway construction projects O Alshboul, A Shehadeh, REA Mamlook, G Almasabha, AS Almuflih, ... Sustainability 14 (15), 9303, 2022 | 29 | 2022 |
| Forecasting liquidated damages via machine learning-based modified regression models for highway construction projects O Alshboul, MA Alzubaidi, REA Mamlook, G Almasabha, AS Almuflih, ... Sustainability 14 (10), 5835, 2022 | 28 | 2022 |
| Evaluating the impact of external support on green building construction cost: A hybrid mathematical and machine learning prediction approach O Alshboul, A Shehadeh, G Almasabha, REA Mamlook, AS Almuflih Buildings 12 (8), 1256, 2022 | 27 | 2022 |
| Machine learning-based model for predicting the shear strength of slender reinforced concrete beams without stirrups O Alshboul, G Almasabha, A Shehadeh, REA Mamlook, AS Almuflih, ... Buildings 12 (8), 1166, 2022 | 27 | 2022 |
| Factors affecting labor productivity in the construction industry R Almamlook, M Bzizi, M Al-Kbisbeh, T Ali, E Almajiri American Journal of Environmental Science and Engineering 4 (2), 24-30, 2020 | 27 | 2020 |
| A fuzzy-logic approach based on driver decision-making behavior modeling and simulation AIM Almadi, RE Al Mamlook, Y Almarhabi, I Ullah, A Jamal, N Bandara Sustainability 14 (14), 8874, 2022 | 23 | 2022 |
| Generating synthetic images for healthcare with novel deep pix2pix gan A Aljohani, N Alharbe, R Almamlook Electronics 11 (21), 3470, 2022 | 21 | 2022 |
| Machine learning to predict the freeway traffic accidents-based driving simulation RE Al Mamlook, A Ali, RA Hasan, HAM Kazim 2019 IEEE National Aerospace and Electronics Conference (NAECON), 630-634, 2019 | 21 | 2019 |
| Offline handwritten digits recognition using machine learning S Chen, R Almamlook, Y Gu, L Wells Proceedings of the international conference on industrial engineering and …, 2018 | 16 | 2018 |
Odey AlshboulAssistant professor, Department of Civil Engineering, The Hashemite University, P.O. Box 330127Verified email at hu.edu.jo
