Concepedia

Ludmila I. Kuncheva

LI

86

Publications

13.8K

Citations

46

H-Index

1990

Active since

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

86

Publications

86

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

Rows per page

1–5 of 86