Ludmila Kuncheva
Ludmila Kuncheva
Professor of Computer Science, Bangor University, UK
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Cited by
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Combining pattern classifiers: methods and algorithms
L Kuncheva
John Wiley & Sons, 2004
Measures of diversity in classifier ensembles and their relationship with the ensemble accuracy
LI Kuncheva, CJ Whitaker
Machine learning 51 (2), 181-207, 2003
Rotation forest: A new classifier ensemble method
JJ Rodriguez, LI Kuncheva, CJ Alonso
IEEE transactions on pattern analysis and machine intelligence 28 (10), 1619 …, 2006
Decision template for multiple classifer fusion: An experimental comparison
L Kuncheva, JC Bezdek, RPW Duin
Pattern Recognition Letters 34, 228-237, 2001
A theoretical study on six classifier fusion strategies
LI Kuncheva
IEEE Transactions on pattern analysis and machine intelligence 24 (2), 281-286, 2002
Fuzzy classifier design
L Kuncheva
Springer Science & Business Media, 2000
Switching between selection and fusion in combining classifiers: An experiment
LI Kuncheva
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 32 …, 2002
A stability index for feature selection.
LI Kuncheva
Artificial intelligence and applications, 421-427, 2007
Limits on the majority vote accuracy in classifier fusion
LI Kuncheva, CJ Whitaker, CA Shipp, RPW Duin
Pattern Analysis & Applications 6 (1), 22-31, 2003
Classifier ensembles for changing environments
LI Kuncheva
International Workshop on Multiple Classifier Systems, 1-15, 2004
Relationships between combination methods and measures of diversity in combining classifiers
CA Shipp, LI Kuncheva
Information fusion 3 (2), 135-148, 2002
Using diversity in cluster ensembles
LI Kuncheva, ST Hadjitodorov
2004 IEEE International Conference on Systems, Man and Cybernetics (IEEE Cat …, 2004
Evaluation of stability of k-means cluster ensembles with respect to random initialization
LI Kuncheva, DP Vetrov
IEEE transactions on pattern analysis and machine intelligence 28 (11), 1798 …, 2006
Designing classifier fusion systems by genetic algorithms
LI Kuncheva, LC Jain
IEEE Transactions on Evolutionary computation 4 (4), 327-336, 2000
Is independence good for combining classifiers?
LI Kuncheva, CJ Whitaker, CA Shipp, RPW Duin
Pattern Recognition, 2000. Proceedings. 15th International Conference on 2 …, 2000
Nearest prototype classification: Clustering, genetic algorithms, or random search?
LI Kuncheva, JC Bezdek
IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 1998
Nearest neighbor classifier: Simultaneous editing and feature selection
LI Kuncheva, LC Jain
Pattern recognition letters 20 (11-13), 1149-1156, 1999
Moderate diversity for better cluster ensembles
ST Hadjitodorov, LI Kuncheva, LP Todorova
Information Fusion 7 (3), 264-275, 2006
Editing for the k-nearest neighbors rule by a genetic algorithm
LI Kuncheva
Pattern recognition letters 16 (8), 809-814, 1995
Random subspace ensembles for fMRI classification
LI Kuncheva, JJ Rodríguez, CO Plumpton, DEJ Linden, SJ Johnston
IEEE transactions on medical imaging 29 (2), 531-542, 2010
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