دنبال کردن
Ludmila Kuncheva
Ludmila Kuncheva
Professor of Computer Science, Bangor University, UK
ایمیل تأیید شده در bangor.ac.uk - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
Combining pattern classifiers: methods and algorithms‏
L Kuncheva‏
John Wiley & Sons, 2004‏
6699*2004
Measures of diversity in classifier ensembles and their relationship with the ensemble accuracy‏
LI Kuncheva, CJ Whitaker‏
Machine learning 51, 181-207, 2003‏
32342003
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
24222006
Decision template for multiple classifer fusion: An experimental comparison‏
L Kuncheva, JC Bezdek, RPW Duin‏
Pattern Recognition Letters 34, 228-237, 2001‏
14042001
A theoretical study on six classifier fusion strategies‏
LI Kuncheva‏
IEEE Transactions on pattern analysis and machine intelligence 24 (2), 281-286, 2002‏
10142002
Fuzzy classifier design‏
L Kuncheva‏
Springer Science & Business Media, 2000‏
7652000
A stability index for feature selection.‏
LI Kuncheva‏
Artificial intelligence and applications, 421-427, 2007‏
5732007
Limits on the majority vote accuracy in classifier fusion‏
LI Kuncheva, CJ Whitaker, CA Shipp, RPW Duin‏
Pattern Analysis & Applications 6, 22-31, 2003‏
5272003
Switching between selection and fusion in combining classifiers: An experiment‏
LI Kuncheva‏
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 32 …, 2002‏
5112002
Classifier ensembles for changing environments‏
LI Kuncheva‏
International workshop on multiple classifier systems, 1-15, 2004‏
5042004
Using diversity in cluster ensembles‏
LI Kuncheva, ST Hadjitodorov‏
2004 IEEE international conference on systems, man and cybernetics (IEEE Cat …, 2004‏
4292004
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
4282006
Relationships between combination methods and measures of diversity in combining classifiers‏
CA Shipp, LI Kuncheva‏
Information fusion 3 (2), 135-148, 2002‏
4192002
Designing classifier fusion systems by genetic algorithms‏
LI Kuncheva, LC Jain‏
IEEE Transactions on Evolutionary computation 4 (4), 327-336, 2000‏
3402000
Is independence good for combining classifiers?‏
LI Kuncheva, CJ Whitaker, CA Shipp, RPW Duin‏
Pattern Recognition, 2000. Proceedings. 15th International Conference on 2 …, 2000‏
3202000
Moderate diversity for better cluster ensembles‏
ST Hadjitodorov, LI Kuncheva, LP Todorova‏
Information Fusion 7 (3), 264-275, 2006‏
3032006
A weighted voting framework for classifiers ensembles‏
LI Kuncheva, JJ Rodríguez‏
Knowledge and information systems 38, 259-275, 2014‏
2932014
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
2932010
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
2851998
Nearest neighbor classifier: Simultaneous editing and feature selection‏
LI Kuncheva, LC Jain‏
Pattern recognition letters 20 (11-13), 1149-1156, 1999‏
2821999
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20