| Machine learning models for predicting the residual value of heavy construction equipment: An evaluation of modified decision tree, LightGBM, and XGBoost regression. | Ali Shehadeh, Odey Alshboul, Rabia Emhamed Al Mamlook, Ola Hamedat. | Automation in Construction | Volume 129 | Elsevier | 7/2021 |
| Development of integrated asset management model for highway facilities based on risk evaluation | ---- | ---- | 21 | ---- | 2021-09-02 00:00:00 |
| Deep and machine learning approaches for forecasting the residual value of heavy construction equipment: a management decision support model | Odey Alshboul , Ali Shehadeh , Maha Al-Kasasbeh , Rabia Emhamed Al Mamlook , Neda Halalsheh , Muna Alkasasbeh | Engineering, Construction and Architectural Management | ---- | Emerald | 8/9/2021 |
| DEA-based multi-criteria selection model and framework for design-build contracting | ---- | ---- | ---- | ---- | 2021-10-04 00:00:00 |
| Machine learning models for predicting the residual value of heavy construction equipment: An evaluation of modified decision tree, LightGBM, and XGBoost regression | ---- | ---- | 129 | Automation in construction/Elsevier | 2021-07-15 00:00:00 |
| Deep and machine learning approaches for forecasting the residual value of heavy construction equipment: a management decision support model | ---- | ---- | 28 | ---- | 2021-09-08 00:00:00 |
| Selection of heavy machinery for earthwork activities: A multi-objective optimization approach using a genetic algorithm | Ali Shehadeh, Odey Alshboul, Omer Tatari, Mohammad Alzubaidid, and Ahmed Hamed Salamaha | Alexandria Engineering Journal | ---- | Elsevier | 12/1/2022 |
| Multiobjective and multivariable optimization for earthmoving equipment | Odey Alshboul, Ali Shehadeh, Omer Tatari, Ghassan Almasabha, Eman Saleh | Journal of Facilities Management | ---- | ---- | 3/5/2022 |
| Forecasting Liquidated Damages via Machine Learning-Based Modified Regression Models for Highway Construction Projects | Odey Alshboul, Mohammad A. Alzubaidi, Rabia Emhamed Al Mamlook, Ghassan Almasabha, Ali Saeed Almuflih, and Ali Shehadehh | Sustainability | ---- | ---- | 11/5/2022 |
| Extreme Gradient Boosting-Based Machine Learning Approach for Green Building Cost Prediction | Odey Alshboul, Ali Shehadeh, Ghassan Almasabha and Ali Saeed Almuflih | Sustainability | ---- | ---- | 29/5/2022 |
| Machine Learning Algorithm for Shear Strength Prediction of Short Links for Steel Buildings | Ghassan Almasabha, Odey Alshboul, Ali Shehadeh, and Ali Saeed Almuflih | BUILDINGS | ---- | ---- | 6/6/2022 |
| Optimization of the Structural Performance of Buried Reinforced Concrete Pipelines in Cohesionless Soils | Odey Alshboul, Ghassan Almasabha, Ali Shehadeh, Omar Al Hattamleh and Ali Saeed Almuflih | Materials | ---- | ---- | 7/6/2022 |
| Prediction Liquidated Damages via Ensemble Machine Learning Model: Towards Sustainable Highway Construction Projects | Odey Alshboul 1,*, Ali Shehadeh 2 , Rabia Emhamed Al Mamlook 3,4 , Ghassan Almasabha 1 , Ali Saeed Almuflih 5 and Saleh Y. Alghamdi | Sustainability | ---- | ---- | 29/7/2022 |
| Prediction Liquidated Damages via Ensemble Machine Learning Model: Towards Sustainable Highway Construction Projects | Odey Alshboul 1,*, Ali Shehadeh 2 , Rabia Emhamed Al Mamlook 3,4 , Ghassan Almasabha 1 , Ali Saeed Almuflih 5 and Saleh Y. Alghamdi | Sustainability | ---- | ---- | 29/7/2022 |
| Machine Learning-Based Model for Predicting the Shear Strength of Slender Reinforced Concrete Beams without Stirrups | Odey Alshboul 1,*, Ghassan Almasabha 1 , Ali Shehadeh 2 , Rabia Emhamed Al Mamlook 3,4 , Ali Saeed Almuflih 5 and Naif Almakayeel | Buildings | ---- | ---- | 4/8/2022 |
| Breakthrough Curves Prediction of Selenite Adsorption on Chemically Modified Zeolite Using Boosted Decision Tree Algorithms for Water Treatment Applications | Neda Halalsheh, Odey Alshboul, Ali Shehadeh, Rabia Emhamed Al Mamlook, Amani Al-Othman, Muhammad Tawalbeh, Ali Saeed Almuflih and Charalambos Papelis | Water | ---- | ---- | 16/8/2022 |
| Evaluating the Impact of External Support on Green Building Construction Cost: A Hybrid Mathematical and Machine Learning Prediction Approach | Odey Alshboul 1,* , Ali Shehadeh 2 , Ghassan Almasabha 1 , Rabia Emhamed Al Mamlook 3,4 and Ali Saeed Almuflih | Buildings | ---- | ---- | 16/8/2022 |
| Vehicle collisions analysis on highways based on multi-user driving simulator and multinomial logistic regression model on US highways in Michigan | Abdulla I. M. Almadi, Rabia Emhamed Al Mamlook, Irfan Ullah, Odey Alshboul, Nishantha Bandara & Ali Shehadeh | International Journal of Crashworthiness (TCRS) | ---- | ---- | 11/10/2022 |
| Structural performance of buried reinforced concrete pipelines under deep embankment soil | Ghassan Almasabha, Ali Shehadeh, Odey Alshboul, Omar Al Hattamleh | Construction Innovation | ---- | ---- | 23/3/2023 |
| Machine learning-based models for predicting the shear strength of synthetic fiber reinforced concrete beams without stirrups | Ghassan Almasabha, Khaled F. Al-Shboul, Ali Shehadeh, Odey Alshboul | Structures | ---- | ---- | 7/4/2023 |
| A comparative study of shear strength prediction models for SFRC deep beams without stirrups using Machine learning algorithms | Odey Alshboul, Ghassan Almasabha, Khaled F. Al-Shboul, Ali Shehadeh | Structures | ---- | ---- | 13/06/2023 |
| A comparative study of shear strength prediction models for SFRC deep beams without stirrups using Machine learning algorithms | Odey Alshboul, Ghassan Almasabha, Khaled F. Al-Shboul, Ali Shehadeh | Structures | ---- | ---- | 13/06/2023 |
| Exploring the efficacy of machine learning models for predicting soil radon exhalation rates | Khaled F. Al-Shboul, Ghassan Almasabha, Ali Shehadeh, and Odey Alshboul | Stochastic Environmental Research and Risk Assessment | ---- | ---- | 27-6-2023 |
| Assessing Refugee Preferences for SDG 2 (Zero Hunger) Solutions in Irbid Camp and Sakhra Region: Cultivated Roofs and Refrigerators as Food Banks Interventions | Alkharouf, Reem, Ali Shehadeh, Khaled Khazaleh, Azzam Al-Azzam, and Muneer Khalayleh | Sustainability | ---- | ---- | 03/08/2023 |
| Slope Displacement Detection in Construction: An Automated Management Algorithm for Disaster Prevention | Ali Shehadeh, Odey Alshboul, and Ghassan Almasabha | Expert Systems With Applications | ---- | ---- | 7/9/2023 |
| Empirical exploration of predictive maintenance in concrete manufacturing: Harnessing machine learning for enhanced equipment reliability in construction project management | Odey Alshboul, Rabia Emhamd Al Mamlook, Ali Shehadeh, and Tahir Munir | Computers & Industrial Engineering | ---- | ---- | 04/03/2024 |
| An expert system for highway construction: Multi-objective optimization using enhanced particle swarm for optimal equipment management | Ali Shehadeh, Odey Alshboul, Khaled F. Al-Shboul, and Omer Tatari | Expert Systems With Applications | ---- | ---- | 6/3/2024 |