Ludmila I. Kuncheva

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

Rotation Forest: A New Classifier Ensemble Method

Juan J. Rodríguez, Ludmila I. Kuncheva, Carlos J. Alonso · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2006 · 1.9K citations

Computing, Data Science, Data Mining +16

Decision templates for multiple classifier fusion: an experimental comparison

Ludmila I. Kuncheva, James C. Bezdek, Robert P. W. Duin · Pattern Recognition · 2001 · 1K citations

Computing, Computer Science, Data Science +14

A theoretical study on six classifier fusion strategies

Ludmila I. Kuncheva · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2002 · 720 citations

Computing, Computer Science, Machine Learning +16

Limits on the majority vote accuracy in classifier fusion

Ludmila I. Kuncheva, Christopher J. Whitaker, Catherine A. Shipp et al. · Pattern Analysis and Applications · 2003 · 352 citations

Computing, Computer Science, Machine Learning +12