Comparison of partial least squares and lasso regression techniques as applied to laser-induced breakdown spectroscopy of geological samples

Regularization Paths for Generalized Linear Models via Coordinate Descent

Jerome H. Friedman, Trevor Hastie, Robert Tibshirani · Journal of Statistical Software · 2010 · 16.3K citations · Full text

Engineering, Machine Learning, Regularization Path +11

Regularization Paths for Generalized Linear Models via Coordinate Descent.

Jerome H. Friedman, Trevor Hastie, Rob Tibshirani · PubMed · 2010 · 14K citations

Engineering, Machine Learning, High-dimensional Method +10

Least angle regression

Bradley Efron, Trevor Hastie, Iain M. Johnstone et al. · The Annals of Statistics · 2004 · 9.4K citations · Full text

Engineering, Machine Learning, Feature Selection +16

NIST Atomic Spectra Database (version 2.0)

Yuri Ralchenko, Fan-Di Jou, D. E. Kelleher et al. · 1999 · 1.3K citations

Physics, Atomic Emission Spectroscopy, Natural Sciences +3

Application of genetic algorithm-PLS for feature selection in spectral data sets

Riccardo Leardi · Journal of Chemometrics · 2000 · 552 citations

Engineering, Feature Selection, Spectrum Estimation +16