Concepedia

Ensemble machine-learning-based framework for estimating total nitrogen concentration in water using drone-borne hyperspectral imagery of emergent plants: A case study in an arid oasis, NW China

Jingzhe Wang, Tiezhu Shi, Danlin Yu, Dexiong Teng, Xiangyu Ge, Zipeng Zhang, Xiaodong Yang, Hanxi Wang, Guofeng Wu

Environmental Pollution · 2020 · 121 citations · 66 references

DOI

Concepts

References

66

R: A Language and Environment for Statistical Computing

R Core Team · 2000 · 353K citations · Full text

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Random Forests

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

Smoothing and Differentiation of Data by Simplified Least Squares Procedures.

Abraham Savitzky, Marcel J. E. Golay · Analytical Chemistry · 1964 · 21.3K citations

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Classification and Regression by randomForest

Andy Liaw, Matthew C. Wiener · 2007 · 18.4K citations

, , +16

Extreme learning machine: Theory and applications

Guang-Bin Huang, Qinyu Zhu, Chee‐Kheong Siew · Neurocomputing · 2006 · 13.2K citations

, , +9