Diversity measures for multiple classifier system analysis and design

Solutions of Ill-Posed Problems.

John B. Bell, V. Y. Arsenin · Mathematics of Computation · 1978 · 8.2K citations

Natural Sciences, Mathematics, Physics +12

Neural network ensembles

Lars Kai Hansen, Peter Salamon · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1990 · 4.3K citations · Full text

Computing, Computer Science, Artificial Intelligence +14

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

Measures of Diversity in Classifier Ensembles and Their Relationship with the Ensemble Accuracy

Ludmila I. Kuncheva, Christopher J. Whitaker · Machine Learning · 2003 · 2.3K citations

Computing, Data Science, Data Mining +13

Arcing classifier (with discussion and a rejoinder by the author)

Leo Breiman · The Annals of Statistics · 1998 · 1.1K citations · Full text

Computing, Computer Science, Data Science +17