Concepedia

Linking hypolimnion to epilimnion in a stratified arctic lake: Machine learning-based estimation of hypolimnetic water quality from epilimnetic measurements

Mehran Mahdian, Roohollah Noori, Ali Reza Shahvaran, Mohsen Shahmohammad, Paul P.J. Gaffney, Mohammad Milad Salamattalab, Milad Shamsi Anboohi, Majid Hosseinzadeh, Fan Xia, Yongqiang Zhou,

Water Research · 2026 · 11 citations · 77 references

DOI

Concepts

References

77

Random Forests

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

Support-Vector Networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 33K citations · Full text

Learning representations by back-propagating errors

David E. Rumelhart, Geoffrey E. Hinton, Ronald J. Williams · Nature · 1986 · 30.9K citations

, , +11

River flow forecasting through conceptual models part I — A discussion of principles

J.E. Nash, J. V. Sutcliffe · Journal of Hydrology · 1970 · 24K citations

, , +14

A Caution Regarding Rules of Thumb for Variance Inflation Factors

Robert M. O’Brien · Quality & Quantity · 2007 · 10.5K citations

, , +2