Ali Shehadeh

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 et al. · Automation in Construction · 2021 · 376 citations

Construction Technology, Engineering, Machine Learning +13

Extreme Gradient Boosting-Based Machine Learning Approach for Green Building Cost Prediction

Odey Alshboul, Ali Shehadeh, Ghassan Almasabha et al. · Sustainability · 2022 · 133 citations · Full text

Construction Project Management, Engineering, Machine Learning +25

Empirical exploration of predictive maintenance in concrete manufacturing: Harnessing machine learning for enhanced equipment reliability in construction project management

Odey Alshboul, Rabia Emhamed Al Mamlook, Ali Shehadeh et al. · Computers & Industrial Engineering · 2024 · 75 citations

Enhanced Equipment Reliability, Construction Project Management, Reliability Engineering +15

Selection of heavy machinery for earthwork activities: A multi-objective optimization approach using a genetic algorithm

Ali Shehadeh, Odey Alshboul, Omer Tatari et al. · Alexandria Engineering Journal · 2022 · 74 citations · Full text

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 et al. · Expert Systems with Applications · 2024 · 67 citations

Highway Construction, Engineering, Intelligent Optimization +12