Odey Alshboul

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 · 405 citations

Architecture, Civil Engineering, Construction Management +14

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

Odey Alshboul, Ali Shehadeh, Ghassan Almasabha et al. · Sustainability · 2022 · 150 citations · Full text

Management, Construction Management, Data Science +16

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 · 77 citations · Full text

Natural Sciences, Construction Management, Mathematics +17

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 · 73 citations

Architecture, Civil Engineering, Construction Management +16

Evaluating the Impact of External Support on Green Building Construction Cost: A Hybrid Mathematical and Machine Learning Prediction Approach

Odey Alshboul, Ali Shehadeh, Ghassan Almasabha et al. · Buildings · 2022 · 64 citations · Full text

Management, Construction Management, Forecasting +12