Boosted neural networks for improved short-term electric 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 · 19.8K citations

Mathematical Programming, Decision-theoretic Generalization, Engineering +13

Bagging Predictors

Leo Breiman · Machine Learning · 1996 · 16.6K citations · Full text

Bagging predictors

Leo Breiman · Machine Learning · 1996 · 16.2K citations · Full text

Neural Networks and the Bias/Variance Dilemma

Stuart Geman, Elie Bienenstock, René Doursat · Neural Computation · 1992 · 3.5K citations

Artificial Intelligence, Engineering, Machine Learning +18

An empirical comparison of supervised learning algorithms

Rich Caruana, Alexandru Niculescu-Mizil · 2006 · 2.7K citations

Engineering, Machine Learning, Classification Method +16