Concepedia
Statistics
Publications
86
Citations
13.8K
H-Index
46
Active since
1990
Affiliations
Bangor University(Current)
Bulgarian Academy of Sciences
Universidad de Burgos
University of West Florida
Ludmila I. Kuncheva is an author at Bangor University specializing in engineering, pattern recognition, and data mining.
Top concepts
EngineeringPattern RecognitionData ScienceData MiningMachine LearningComputer ScienceKnowledge DiscoveryStatisticsImage AnalysisBiometrics
Publications per year
1990–2023
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
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
Engineering, Machine Learning, Rotation Forest +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
Decision Fusion, Decision Templates, Engineering +8
A theoretical study on six classifier fusion strategies
Ludmila I. Kuncheva · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2002 · 714 citations
Engineering, Machine Learning, Single Point +16
Switching between selection and fusion in combining classifiers: an experiment
Ludmila I. Kuncheva · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 2002 · 351 citations
Artificial Intelligence, Classifier Selection, Engineering +18
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