Concepedia

The potential of new ensemble machine learning models for effluent quality parameters prediction and related uncertainty

Ahmad Sharafati, Seyed Babak Haji Seyed Asadollah, Majid Hosseinzadeh

Process Safety and Environmental Protection · 2020 · 182 citations · 59 references

DOI

Concepts

References

59

Random Forests

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

Standard methods: For the examination of water and waste water

Analytical Biochemistry · 1990 · 72.5K citations · Full text

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Standard Methods for the Examination of Water and Wastewater

S.H. Jenkins · Water Research · 1982 · 30.2K citations

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Greedy function approximation: A gradient boosting machine.

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

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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

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