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
5539*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
25962003
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
18312006
Decision template for multiple classifer fusion: An experimental comparison
L Kuncheva, JC Bezdek, RPW Duin
Pattern Recognition Letters 34, 228-237, 2001
12302001
Fuzzy classifier design
L Kuncheva
Springer Science & Business Media, 2000
6932000
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
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
4512003
A stability index for feature selection.
LI Kuncheva
Artificial intelligence and applications, 421-427, 2007
4462007
Classifier ensembles for changing environments
LI Kuncheva
International Workshop on Multiple Classifier Systems, 1-15, 2004
4422004
Relationships between combination methods and measures of diversity in combining classifiers
CA Shipp, LI Kuncheva
Information fusion 3 (2), 135-148, 2002
3762002
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
3542006
Using diversity in cluster ensembles
LI Kuncheva, ST Hadjitodorov
2004 IEEE International Conference on Systems, Man and Cybernetics (IEEE Cat …, 2004
3522004
Designing classifier fusion systems by genetic algorithms
LI Kuncheva, LC Jain
IEEE Transactions on Evolutionary computation 4 (4), 327-336, 2000
3282000
Is independence good for combining classifiers?
LI Kuncheva, CJ Whitaker, CA Shipp, RPW Duin
Pattern Recognition, 2000. Proceedings. 15th International Conference on 2 …, 2000
3162000
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
2581998
Moderate diversity for better cluster ensembles
ST Hadjitodorov, LI Kuncheva, LP Todorova
Information Fusion 7 (3), 264-275, 2006
2552006
Nearest neighbor classifier: Simultaneous editing and feature selection
LI Kuncheva, LC Jain
Pattern recognition letters 20 (11-13), 1149-1156, 1999
2551999
Editing for the k-nearest neighbors rule by a genetic algorithm
LI Kuncheva
Pattern recognition letters 16 (8), 809-814, 1995
2441995
Nearest prototype classifier designs: An experimental study
JC Bezdek, LI Kuncheva
International journal of Intelligent systems 16 (12), 1445-1473, 2001
2342001
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
2282010
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