Ludmila Kuncheva
Ludmila Kuncheva
Professor of Computer Science, Bangor University, UK
Verified email at bangor.ac.uk - Homepage
Title
Cited by
Cited by
Year
Combining pattern classifiers: methods and algorithms
L Kuncheva
John Wiley & Sons, 2004
5672*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
26582003
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
18742006
Decision template for multiple classifer fusion: An experimental comparison
L Kuncheva, JC Bezdek, RPW Duin
Pattern Recognition Letters 34, 228-237, 2001
12512001
A theoretical study on six classifier fusion strategies
LI Kuncheva
IEEE Transactions on pattern analysis and machine intelligence 24 (2), 281-286, 2002
9172002
Fuzzy classifier design
L Kuncheva
Springer Science & Business Media, 2000
7002000
Switching between selection and fusion in combining classifiers: An experiment
LI Kuncheva
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 32 …, 2002
4792002
A stability index for feature selection.
LI Kuncheva
Artificial intelligence and applications, 421-427, 2007
4602007
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
4572003
Classifier ensembles for changing environments
LI Kuncheva
International Workshop on Multiple Classifier Systems, 1-15, 2004
4492004
Relationships between combination methods and measures of diversity in combining classifiers
CA Shipp, LI Kuncheva
Information fusion 3 (2), 135-148, 2002
3792002
Using diversity in cluster ensembles
LI Kuncheva, ST Hadjitodorov
2004 IEEE International Conference on Systems, Man and Cybernetics (IEEE Cat …, 2004
3622004
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
3602006
Designing classifier fusion systems by genetic algorithms
LI Kuncheva, LC Jain
IEEE Transactions on Evolutionary computation 4 (4), 327-336, 2000
3362000
Is independence good for combining classifiers?
LI Kuncheva, CJ Whitaker, CA Shipp, RPW Duin
Pattern Recognition, 2000. Proceedings. 15th International Conference on 2 …, 2000
3152000
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
2651998
Moderate diversity for better cluster ensembles
ST Hadjitodorov, LI Kuncheva, LP Todorova
Information Fusion 7 (3), 264-275, 2006
2592006
Nearest neighbor classifier: Simultaneous editing and feature selection
LI Kuncheva, LC Jain
Pattern recognition letters 20 (11-13), 1149-1156, 1999
2591999
Editing for the k-nearest neighbors rule by a genetic algorithm
LI Kuncheva
Pattern recognition letters 16 (8), 809-814, 1995
2421995
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
2332010
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