High-performance concrete strength prediction based on ensemble learning

A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting

Yoav Freund, Robert E. Schapire · Journal of Computer and System Sciences · 1997 · 20.3K citations

Computing, Computer Science, Mathematics +14

XGBoost: A Scalable Tree Boosting System

arXiv (Cornell University) · 2016 · 7.1K citations · Full text

Computing, Computer Science, Data Science +16

Regression Shrinkage and Selection via The Lasso: A Retrospective

Robert Tibshirani · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2011 · 3.7K citations

Natural Sciences, Biostatistics, Mathematics +15

Propensity Score Estimation With Boosted Regression for Evaluating Causal Effects in Observational Studies.

Daniel F. McCaffrey, Greg Ridgeway, Andrew R. Morral · Psychological Methods · 2004 · 1.3K citations

Public Health, Behavioral Sciences, Biostatistics +17

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 · 825 citations

Engineering, Civil Engineering, Materials Engineering +13