Nelson Lee Afanador

Interpretation of variable importance in Partial Least Squares with Significance Multivariate Correlation (sMC)

Thanh N. Tran, Nelson Lee Afanador, L.M.C. Buydens et al. · Chemometrics and Intelligent Laboratory Systems · 2014 · 207 citations

Partial Least Squares, Variable Importance, Significance Multivariate Correlation

Unsupervised random forest: a tutorial with case studies

Nelson Lee Afanador, Agnieszka Smolinska, Thanh N. Tran et al. · Journal of Chemometrics · 2016 · 100 citations

Unsupervised Random Forest, Engineering, Machine Learning +19

Use of the bootstrap and permutation methods for a more robust variable importance in the projection metric for partial least squares regression

Nelson Lee Afanador, T.N. Tran, L.M.C. Buydens · Analytica Chimica Acta · 2013 · 88 citations

Robust Variable Importance, Engineering, Data Science +9

Weight randomization test for the selection of the number of components in PLS models

Thanh Tran, Ewa Szymańska, Jan Gerretzen et al. · Journal of Chemometrics · 2017 · 29 citations · Full text

Engineering, Randomization Tests, Data Science +11

An assessment of the jackknife and bootstrap procedures on uncertainty estimation in the variable importance in the projection metric

Nelson Lee Afanador, T.N. Tran, L.M.C. Buydens · Chemometrics and Intelligent Laboratory Systems · 2014 · 22 citations

Uncertainty Management, Variable Importance, Engineering +12