Prediction of shear strength of RC slender beams based on interpretable machine learning

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Greedy function approximation: A gradient boosting machine.

Jerome H. Friedman · The Annals of Statistics · 2001 · 29K citations · Full text

Computing, Computer Science, Mathematics +17

Bagging predictors

Leo Breiman · Machine Learning · 1996 · 16.4K citations · Full text

Nearest neighbor pattern classification

Thomas M. Cover, Peter E. Hart · IEEE Transactions on Information Theory · 1967 · 16.1K citations

Computing, Computer Science, Data Mining +11

Proceedings of the 21st International Conference on Neural Information Processing Systems

Daphne Koller, Dale Schuurmans, Yoshua Bengio et al. · 2008 · 4.5K citations

Computing, Computer Science, Neuroscience +14