Optimization of One versus All-SVM using AdaBoost algorithm for rainfall classification and estimation from multispectral MSG data

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

Popular Ensemble Methods: An Empirical Study

David W. Opitz, Richard Maclin · Journal of Artificial Intelligence Research · 1999 · 2.9K citations · Full text

Engineering, Machine Learning, Boosting Decision Trees +21

Improved Boosting Algorithms Using Confidence-rated Predictions

Robert E. Schapire, Yoram Singer · Machine Learning · 1999 · 1.9K citations · Full text

On the Learnability and Design of Output Codes for Multiclass Problems

Koby Crammer, Yoram Singer · Machine Learning · 2002 · 656 citations

Mathematical Programming, Classification Method, Engineering +9

A Satellite Infrared Technique to Estimate Tropical Convective and Stratiform Rainfall

Robert F. Adler, Andrew J. Negri · Journal of Applied Meteorology · 1988 · 478 citations

Engineering, Stratiform Rain Algorithm, Stratiform Precipitation +23