Ludmila I. Kuncheva - Concepedia

Author

Ludmila I. Kuncheva

Also Known As

Kuncheva, Ludmila, Kuncheva, Ludmila I., L KUNCHEVA, L Kuncheva, L Kŭncheva, L. I. Kuncheva, L. Kuncheva, L.I. Kuncheva, LUDMILA I. KUNCHEVA, Liudmila I. Kuncheva

225

Publications

19.7K

Citations

H-Index

136

Concepts

All Affiliations

Bangor University Bulgarian Academy of Sciences Universidad de Burgos University of West Florida

About

Ludmila I. Kuncheva is an author at Bangor University specializing in engineering, pattern recognition, and data mining.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	42	73	10.7K
2	Management	3	3	200
3	Arts	1	1	37
4	Business	1	1	34
5	Education	1	1	13

Ludmila I. Kuncheva

Publications

13.8K

Citations

H-Index

Page 1

	Year	Citations
Measures of Diversity in Classifier Ensembles and Their Relationship with the Ensemble Accuracy Ludmila I. Kuncheva, Christopher J. Whitaker Machine Learning	2003	2.3K
Rotation Forest: A New Classifier Ensemble Method Juan J. Rodríguez, Ludmila I. Kuncheva, Carlos J. Alonso IEEE Transactions on Pattern Analysis and Machine Intelligence EngineeringMachine LearningRotation ForestFeature ExtractionImage Analysis	2006	1.9K
Decision templates for multiple classifier fusion: an experimental comparison Ludmila I. Kuncheva, James C. Bezdek, Robert P. W. Duin Pattern Recognition Decision FusionDecision TemplatesEngineeringMachine LearningData Mining	2001	1K
A theoretical study on six classifier fusion strategies Ludmila I. Kuncheva IEEE Transactions on Pattern Analysis and Machine Intelligence EngineeringMachine LearningSingle PointIntelligent SystemsClassification Method	2002	714
Switching between selection and fusion in combining classifiers: an experiment Ludmila I. Kuncheva IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) Artificial IntelligenceClassifier SelectionEngineeringMachine LearningFeature Selection	2002	351
Limits on the majority vote accuracy in classifier fusion Ludmila I. Kuncheva, Christopher J. Whitaker, Catherine A. Shipp, Pattern Analysis and Applications Decision FusionEngineeringMachine LearningData SciencePattern Recognition	2003	350
A stability index for feature selection Ludmila I. Kuncheva Conference on Artificial Intelligence for Applications EngineeringMachine LearningData ScienceData MiningPattern Recognition	2007	334
Evaluation of Stability of k-Means Cluster Ensembles with Respect to Random Initialization Ludmila I. Kuncheva, Dmitry Vetrov IEEE Transactions on Pattern Analysis and Machine Intelligence	2006	316
Using diversity in cluster ensembles Ludmila I. Kuncheva, Stefan Hadjitodorov Cluster ComputingCluster EnsemblesClassification MethodEngineeringMachine Learning	2005	273
Relationships between combination methods and measures of diversity in combining classifiers Catherine A. Shipp, Ludmila I. Kuncheva Information Fusion Data ClassificationClassification MethodEngineeringMachine LearningData Science	2002	270

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