Joint bagged-boosted artificial neural networks: Using ensemble machine learning to improve short-term electricity load forecasting

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

Bagging Predictors

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

Bagging predictors

Leo Breiman · Machine Learning · 1996 · 16.4K citations · Full text

Neural Networks and the Bias/Variance Dilemma

Stuart Geman, Elie Bienenstock, René Doursat · Neural Computation · 1992 · 3.6K citations

Computing, Computer Science, Artificial Intelligence +16

Boosting the margin: a new explanation for the effectiveness of voting methods

Peter L. Bartlett, Yoav Freund, Wee Sun Lee et al. · The Annals of Statistics · 1998 · 2.3K citations · Full text

Computing, Computer Science, Data Mining +15