Implementation of nonlinear computing models and classical regression for predicting compressive strength of high-performance concrete

Statistical learning theory

1998 · 2.2K citations

Engineering, Machine Learning, Computational Learning Theory +4

Machine learning-based compressive strength prediction for concrete: An adaptive boosting approach

De‐Cheng Feng, Zhentao Liu, Xiaodan Wang et al. · Construction and Building Materials · 2019 · 769 citations

Engineering, Machine Learning, Data Science +11

A generalized method to predict the compressive strength of high-performance concrete by improved random forest algorithm

Qinghua Han, Changqing Gui, Jie Xu et al. · Construction and Building Materials · 2019 · 382 citations

Engineering, Civil Engineering, Concrete Technology +9

A modified firefly algorithm-artificial neural network expert system for predicting compressive and tensile strength of high-performance concrete

Dac-Khuong Bui, Tuan Ngoc Nguyen, Jui‐Sheng Chou et al. · Construction and Building Materials · 2018 · 376 citations

Engineering, Tensile Strength, Firefly Algorithm +8

Artificial Intelligence Approaches for Prediction of Compressive Strength of Geopolymer Concrete

Dong Van Dao, Hai‐Bang Ly, Son Hoang Trinh et al. · Materials · 2019 · 333 citations · Full text