Concepedia

Enhancing prediction accuracy of workability and compressive strength of high-performance concrete through extended dataset and improved machine learning models

Rupesh Kumar Tipu, Suman Suman, Vandna Batra

Asian Journal of Civil Engineering · 2023 · 30 citations · 46 references

DOI

Concepts

References

46

Random Forests

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

XGBoost

2016 · 48.6K citations · Full text

, , +15

Support-vector networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 40.5K citations · Full text

Greedy function approximation: A gradient boosting machine.

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

, , +17

The Monte Carlo Method

N. Metropolis, Stanislaw M. Ulam · Journal of the American Statistical Association · 1949 · 6.1K citations

, , +12