Ludmila Kuncheva

Cited by

	All	Since 2016
Citations	22664	7545
h-index	54	35
i10-index	122	76

1700

850

425

1275

200020012002200320042005200620072008200920102011201220132014201520162017201820192020202192 98 180 264 398 603 839 912 1115 1111 1269 1416 1505 1583 1668 1634 1563 1486 1591 1474 1383 48

Co-authors

Juan J. RodríguezUniversidad de BurgosVerified email at ubu.es
Chris WhitakerWhitaker Research Ltd.Verified email at whitres.co.uk
James C. BezdekUniversity of Melbourne, Computer and Information SystemsVerified email at unimelb.edu.au
Robert P.W. DuinDelft University of TechnologyVerified email at tudelft.nl
stefan hadjitodorovBulgarian Academy of SciencesVerified email at bas.bg
Catrin PlumptonBangor UniversityVerified email at bangor.ac.uk
Stephen JohnstonAssociate Professor, Swansea UniversityVerified email at swansea.ac.uk
Ludmila TodorovaInstitute of Biophysics and Biomedical EngineeringVerified email at biomed.bas.bg
Dr. Thomas ChristyUniversity of MelbourneVerified email at thomaschristy.co.uk
Gavin BrownProfessor of Machine Learning, Dept of Computer Science, University of ManchesterVerified email at manchester.ac.uk
Indrė ŽliobaitėUniversity of HelsinkiVerified email at helsinki.fi
Dmitry VetrovHigher School of Economics, Samsung AI Center, MoscowVerified email at hse.ru
Ik Soo LimSchool of Computer Science & Electrical Engineering, Bangor UniversityVerified email at bangor.ac.uk
James CharlesUniversity of CambridgeVerified email at cam.ac.uk
James M KellerProfessor of Electrical and Computer EngineeringVerified email at missouri.edu
Nikhil R. PalIndian Statistical InstituteVerified email at isical.ac.in
Carlo SansoneFull Professor, Dipartimento di Ingegneria Elettrica e delle Tecnologie dell'InformazioneVerified email at unina.it
Sushmita MitraProfessor, Machine Intelligence Unit, Indian Statistical Institute, KolkataVerified email at isical.ac.in
Josep Salvador Sánchez GarretaFull Professor of Computer Science, Universitat Jaume I, Castelló, SpainVerified email at uji.es
Robi PolikarProfessor of Electrical and Computer Engineering, Rowan University, Glassboro, NJ, USAVerified email at rowan.edu

Ludmila Kuncheva

Professor of Computer Science, Bangor University, UK

Verified email at bangor.ac.uk - Homepage

Pattern Recognition Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Combining pattern classifiers: methods and algorithms L Kuncheva John Wiley & Sons, 2004	5374*	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	2479	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	1723	2006
Decision template for multiple classifer fusion: An experimental comparison L Kuncheva, JC Bezdek, RPW Duin Pattern Recognition Letters 34, 228-237, 2001	1201	2001
Fuzzy classifier design L Kuncheva Springer Science & Business Media, 2000	672	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	481	2002
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	441	2003
A stability index for feature selection. LI Kuncheva Artificial intelligence and applications, 421-427, 2007	423	2007
Classifier ensembles for changing environments LI Kuncheva International Workshop on Multiple Classifier Systems, 1-15, 2004	417	2004
Relationships between combination methods and measures of diversity in combining classifiers CA Shipp, LI Kuncheva Information fusion 3 (2), 135-148, 2002	366	2002
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	344	2006
Using diversity in cluster ensembles LI Kuncheva, ST Hadjitodorov 2004 IEEE International Conference on Systems, Man and Cybernetics (IEEE Cat …, 2004	334	2004
Is independence good for combining classifiers? LI Kuncheva, CJ Whitaker, CA Shipp, RPW Duin Pattern Recognition, 2000. Proceedings. 15th International Conference on 2 …, 2000	317	2000
Designing classifier fusion systems by genetic algorithms LI Kuncheva, LC Jain IEEE Transactions on Evolutionary computation 4 (4), 327-336, 2000	313	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	254	1998
Nearest neighbor classifier: Simultaneous editing and feature selection LI Kuncheva, LC Jain Pattern recognition letters 20 (11-13), 1149-1156, 1999	249	1999
Moderate diversity for better cluster ensembles ST Hadjitodorov, LI Kuncheva, LP Todorova Information Fusion 7 (3), 264-275, 2006	246	2006
Editing for the k-nearest neighbors rule by a genetic algorithm LI Kuncheva Pattern recognition letters 16 (8), 809-814, 1995	240	1995
Nearest prototype classifier designs: An experimental study JC Bezdek, LI Kuncheva International journal of Intelligent systems 16 (12), 1445-1473, 2001	228	2001
Clustering-and-selection model for classifier combination LI Kuncheva Knowledge-Based Intelligent Engineering Systems and Allied Technologies …, 2000	219	2000

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Upload PDF

Follow this author

Cited by

Co-authors