Concepedia

A random forest ranking approach to predict yield in maize with uav-based vegetation spectral indices

Ana Paula Marques Ramos, Lucas Prado Osco, Danielle Elis Garcia Furuya, Wesley Nunes Gonçalves, Dthenifer Cordeiro Santana, Larissa Pereira Ribeiro Teodoro, Carlos Antônio da Silva, Jonathan Li, Fábio Henrique Rojo Baio, José Marcato,

Computers and Electronics in Agriculture · 2020 · 291 citations · 24 references

DOI

Concepts

References

24

Bagging Predictors

Leo Breiman · Machine Learning · 1996 · 17K citations · Full text

Stochastic gradient boosting

Jerome H. Friedman · Computational Statistics & Data Analysis · 2002 · 7.1K citations

Image processing with neural networks—a review

M. Egmont‐Petersen, Dick de Ridder, Heinz Handels · Pattern Recognition · 2002 · 1.2K citations

, , +13

Random Forests for Global and Regional Crop Yield Predictions

Jig Han Jeong, Jonathan P. Resop, Nathaniel D. Mueller et al. · PLoS ONE · 2016 · 839 citations · Full text

, , +15

Wheat yield prediction using machine learning and advanced sensing techniques

Xanthoula Eirini Pantazi, Dimitrios Moshou, Thomas Alexandridis et al. · Computers and Electronics in Agriculture · 2015 · 599 citations

, , +14