Using LogitBoost classifier to predict protein structural classes

Statistical Learning Theory

Yuhai Wu, Vladimir Vapnik · Technometrics · 1999 · 27K citations

Computing, Computer Science, Machine Learning +12

A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting

Yoav Freund, Robert E. Schapire · Journal of Computer and System Sciences · 1997 · 20.3K citations

Computing, Computer Science, Mathematics +14

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

Improved boosting algorithms using confidence-rated predictions

Robert E. Schapire, Yoram Singer · 1998 · 2.6K citations

Computing, Computer Science, Data Mining +13

Knowledge-based analysis of microarray gene expression data by using support vector machines

Michael P. Brown, William Noble Grundy, David Lin et al. · Proceedings of the National Academy of Sciences · 2000 · 2.3K citations · Full text

Life Sciences, Bioinformatics, Molecular Biology +17