Concepedia

Hybrid models for suspended sediment prediction: optimized random forest and multi-layer perceptron through genetic algorithm and stochastic gradient descent methods

Saeed Samadianfard, Katayoun Kargar, Sadra Shadkani, Sajjad Hashemi, Akram Abbaspour, Mir Jafar Sadegh Safari

Neural Computing and Applications · 2021 · 28 citations · 44 references

DOI

Concepts

References

44

Random Forests

Leo Breiman · Machine Learning · 2001 · 119.3K citations · Full text

Genetic algorithms in search, optimization, and machine learning

Choice Reviews Online · 1989 · 49.3K citations

, , +12

A Stochastic Approximation Method

Herbert Robbins, Sutton Monro · The Annals of Mathematical Statistics · 1951 · 9.4K citations · Full text

, , +11

Summarizing multiple aspects of model performance in a single diagram

Karl E. Taylor · Journal of Geophysical Research Atmospheres · 2001 · 8.4K citations

, , +23

Genetic Algorithms

John H. Holland · Scientific American · 1992 · 5.1K citations