Forecasting the strength of micro/nano silica in cementitious matrix by machine learning approaches

On Some Aspects of Variable Selection for Partial Least Squares Regression Models

Partha Pratim Roy, Kunal Roy · QSAR & Combinatorial Science · 2007 · 793 citations · Full text

Mathematical Programming, Search Optimization, Engineering +15

Compressive strength prediction of environmentally friendly concrete using artificial neural networks

Hosein Naderpour, Amir Hossein Rafiean, Pouyan Fakharian · Journal of Building Engineering · 2018 · 580 citations

Engineering, Artificial Neural Networks, Civil Engineering +7

Ensemble approach based on bagging, boosting and stacking for short-term prediction in agribusiness time series

Matheus Henrique Dal Molin Ribeiro, Leandro dos Santos Coelho · Applied Soft Computing · 2019 · 510 citations

Forecasting Methodology, Engineering, Machine Learning +16

Building energy consumption prediction for residential buildings using deep learning and other machine learning techniques

Razak Olu-Ajayi, Hafiz Alaka, Ismail Sulaimon et al. · Journal of Building Engineering · 2021 · 486 citations

Other Machine, Engineering, Data Science +9

Predictive modeling for sustainable high-performance concrete from industrial wastes: A comparison and optimization of models using ensemble learners

Furqan Farooq, Wisal Ahmed, Arslan Akbar et al. · Journal of Cleaner Production · 2021 · 394 citations

Engineering, Machine Learning, Cement-based Construction Material +13