Rabia Emhamed Al Mamlook

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

A comparative performance of machine learning algorithm to predict electric vehicles energy consumption: A path towards sustainability

Irfan Ullah, Kai Liu, Toshiyuki Yamamoto et al. · Energy & Environment · 2021 · 180 citations

Engineering, Machine Learning, Intelligent Energy System +16

Comparison of Machine Learning Algorithms for Predicting Traffic Accident Severity

Rabia Emhamed Al Mamlook, Keneth Morgan Kwayu, Maha Reda Alkasisbeh et al. · 2019 IEEE Jordan International Joint Conference on Electrical Engineering and Information Technology (JEEIT) · 2019 · 135 citations

Engineering, Machine Learning, Machine Learning Algorithms +23

Decision-making and optimal design of green energy system based on statistical methods and artificial neural network approaches

Mohamed Mahmoud Samy, Rabia Emhamed Al Mamlook, Heba I. Elkhouly et al. · Sustainable Cities and Society · 2022 · 126 citations

Engineering, Statistical Methods, Intelligent Energy System +10

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