An improved ensemble partial least squares for analysis of near-infrared spectra

SMOTE: Synthetic Minority Over-sampling Technique

Nitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall et al. · Journal of Artificial Intelligence Research · 2002 · 31.2K citations · Full text

Computing, Computer Science, Data Science +12

Additive logistic regression: a statistical view of boosting (With discussion and a rejoinder by the authors)

Jerome H. Friedman, Trevor Hastie, Robert Tibshirani · The Annals of Statistics · 2000 · 7K citations · Full text

Computing, Computer Science, Mathematics +16

Linearization and Scatter-Correction for Near-Infrared Reflectance Spectra of Meat

Paul Geladi, Douglas B. MacDougall, Harald Martens · Applied Spectroscopy · 1985 · 1.5K citations

Agriculture, Chemistry, Food Science +17

Orthogonal signal correction of near-infrared spectra

Svante Wold, Henrik Antti, Fredrik Lindgren et al. · Chemometrics and Intelligent Laboratory Systems · 1998 · 1.1K citations

Natural Sciences, Chemistry, Optics +13

Managing Diversity in Regression Ensembles

Gavin Brown, Jeremy Wyatt, Peter Tiňo · 2005 · 346 citations

Computing, Data Science, Ensemble Performance +13