Ludmila Kuncheva 个人学术档案

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Juan J. Rodríguez (ORCID:0000-0002...Catedrático (Full Professor), Universidad de Burgos (RoR:049da5t36)在 ubu.es 的电子邮件经过验证
Chris WhitakerWhitaker Research Ltd.在 whitres.co.uk 的电子邮件经过验证
James C. BezdekUniversity of Melbourne, Computer and Information Systems在 unimelb.edu.au 的电子邮件经过验证
Robert P.W. DuinDelft University of Technology在 tudelft.nl 的电子邮件经过验证
Stefan HadjitodorovBulgarian Academy of Sciences, Institute of Biophysics and Biomedical Engineering在 bas.bg 的电子邮件经过验证
Catrin PlumptonBangor University在 bangor.ac.uk 的电子邮件经过验证
Stephen JohnstonAssociate Professor, Swansea University在 swansea.ac.uk 的电子邮件经过验证
Ludmila TodorovaInstitute of Biophysics and Biomedical Engineering在 biomed.bas.bg 的电子邮件经过验证
Dr. Thomas ChristyUniversity of Melbourne在 thomaschristy.co.uk 的电子邮件经过验证
Ik Soo LimSchool of Computing & Mathematical Sciences, University of Greenwich, London在 gre.ac.uk 的电子邮件经过验证
Gavin BrownProfessor of Machine Learning, Dept of Computer Science, University of Manchester在 manchester.ac.uk 的电子邮件经过验证
Indrė ŽliobaitėUniversity of Helsinki在 helsinki.fi 的电子邮件经过验证
Dmitry VetrovProfessor of Computer Science at Constructor University, Bremen在 constructor.university 的电子邮件经过验证
James CharlesUniversity of Cambridge在 cam.ac.uk 的电子邮件经过验证
James M KellerProfessor of Electrical and Computer Engineering在 missouri.edu 的电子邮件经过验证
Nikhil R. PalIndian Statistical Institute在 isical.ac.in 的电子邮件经过验证
Carlo SansoneFull Professor, Dipartimento di Ingegneria Elettrica e delle Tecnologie dell'Informazione在 unina.it 的电子邮件经过验证
Josep Salvador Sánchez GarretaFull Professor of Computer Science, Universitat Jaume I, Castelló, Spain在 uji.es 的电子邮件经过验证
Sushmita MitraProfessor, Machine Intelligence Unit, Indian Statistical Institute, Kolkata在 isical.ac.in 的电子邮件经过验证
Robi PolikarProfessor of Electrical and Computer Engineering, Rowan University, Glassboro, NJ, USA在 rowan.edu 的电子邮件经过验证

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Ludmila Kuncheva

Professor of Computer Science, Bangor University, UK

在 bangor.ac.uk 的电子邮件经过验证 - 首页

Pattern Recognition Machine Learning


标题按引用次数排序按年份排序按标题排序	引用次数引用次数	年份
Combining pattern classifiers: methods and algorithms L Kuncheva John Wiley & Sons, 2004	6513*	2004
Measures of diversity in classifier ensembles and their relationship with the ensemble accuracy LI Kuncheva, CJ Whitaker Machine learning 51, 181-207, 2003	3138	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	2322	2006
Decision template for multiple classifer fusion: An experimental comparison L Kuncheva, JC Bezdek, RPW Duin Pattern Recognition Letters 34, 228-237, 2001	1374	2001
A theoretical study on six classifier fusion strategies LI Kuncheva IEEE Transactions on pattern analysis and machine intelligence 24 (2), 281-286, 2002	1003	2002
Fuzzy classifier design LI Kuncheva Physica, 2012	759	2012
A stability index for feature selection. LI Kuncheva Artificial intelligence and applications, 421-427, 2007	545	2007
Switching between selection and fusion in combining classifiers: An experiment LI Kuncheva IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 32 …, 2002	514	2002
Limits on the majority vote accuracy in classifier fusion LI Kuncheva, CJ Whitaker, CA Shipp, RPW Duin Pattern Analysis & Applications 6, 22-31, 2003	508	2003
Classifier ensembles for changing environments LI Kuncheva Multiple Classifier Systems: 5th International Workshop, MCS 2004, Cagliari …, 2004	503	2004
Using diversity in cluster ensembles LI Kuncheva, ST Hadjitodorov 2004 IEEE international conference on systems, man and cybernetics (IEEE Cat …, 2004	424	2004
Relationships between combination methods and measures of diversity in combining classifiers CA Shipp, LI Kuncheva Information fusion 3 (2), 135-148, 2002	418	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	416	2006
Designing classifier fusion systems by genetic algorithms LI Kuncheva, LC Jain IEEE Transactions on Evolutionary computation 4 (4), 327-336, 2000	340	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	320	2000
Moderate diversity for better cluster ensembles ST Hadjitodorov, LI Kuncheva, LP Todorova Information Fusion 7 (3), 264-275, 2006	295	2006
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	277	2010
A weighted voting framework for classifiers ensembles LI Kuncheva, JJ Rodríguez Knowledge and information systems 38, 259-275, 2014	275	2014
Nearest neighbor classifier: Simultaneous editing and feature selection LI Kuncheva, LC Jain Pattern recognition letters 20 (11-13), 1149-1156, 1999	275	1999
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	275	1998

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