Professor Ludmila Kuncheva
Athro
Contact info
School of Computer Science, Bangor University Dean Street, Bangor, Gwynedd LL57 1UT
e-mail: l.i.kuncheva@bangor.ac.uk
- 2004
- Cyhoeddwyd
Combining Pattern Classifiers: Methods and Algorithms.
Kuncheva, L. I., 1 Ion 2004, Wiley.Allbwn ymchwil: Llyfr/Adroddiad › Llyfr
- Cyhoeddwyd
Pre-selection of independent binary features: An application to diagnosing scrapie in sheep
Kuncheva, L. I., Cockcroft, P. D., Whitaker, C. J. & Hoare, Z., 1 Ion 2004, t. 325-332.Allbwn ymchwil: Cyfraniad at gynhadledd › Papur
- Cyhoeddwyd
Using diversity in cluster ensembles.
Kuncheva, L. I. & Hadjitodorov, S. T., 1 Ion 2004, t. 1214-1219.Allbwn ymchwil: Cyfraniad at gynhadledd › Papur
- 2003
- Cyhoeddwyd
`Fuzzy' vs `Non-fuzzy' in combining classifiers designed by boosting.
Kuncheva, L. I., 1 Rhag 2003, Yn: IEEE Transactions on Fuzzy Systems. 11, 6, t. 729-741Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- Cyhoeddwyd
Marine DGNSS availability and continuity.
Grant, A., Last, D., Kuncheva, L. I. & Ward, N., 1 Medi 2003, Yn: Journal of Navigation. 56, 3, t. 353-369Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- Cyhoeddwyd
Measures of diversity in classifier ensembles and their relationship with the ensemble accuracy.
Kuncheva, L. I. & Whitaker, C. J., 1 Mai 2003, Yn: Machine Learning. 51, 2, t. 181-207Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- Cyhoeddwyd
Limits on the majority vote accuracy in classifier fusion.
Kuncheva, L. I., Whitaker, C. J., Shipp, C. A. & Duin, R. P., 1 Ebr 2003, Yn: Pattern Analysis and Applications. 6, 1, t. 22-31Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- Cyhoeddwyd
An experimental study on diversity for bagging and boosting with linear classifiers
Kuncheva, L. I., Skurichina, M. & Duin, R. P., 1 Ion 2003, Yn: Information Fusion. 3, 2, t. 245-258Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- Cyhoeddwyd
Error bounds for aggressive and conservative AdaBoost.
Kuncheva, L. I., 1 Ion 2003, t. 25-34.Allbwn ymchwil: Cyfraniad at gynhadledd › Papur
- Cyhoeddwyd
Examining the relationship between majority vote accuracy and diversity in bagging and boosting
Whitaker, C. J. & Kuncheva, L. I., 1 Ion 2003.Allbwn ymchwil: Cyfraniad at gynhadledd › Papur
- Cyhoeddwyd
Relationships between combination methods and measures of diversity in combining classifiers
Shipp, C. A. & Kuncheva, L. I., 1 Ion 2003, Yn: Information Fusion. 3, 2, t. 135-148Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- Cyhoeddwyd
That elusive diversity in classifier ensembles.
Kuncheva, L. I., 1 Ion 2003, Yn: Pattern Recognitions and Image Analysis: Proceedings. 2652, t. 1126-1138Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- 2002
- Cyhoeddwyd
Switching between selection and fusion in combining classifiers: An experiment
Kuncheva, L. I., 1 Ebr 2002, Yn: IEEE Transactions on SMC, Part B. 32, 2, t. 146-156Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- Cyhoeddwyd
Generating classifier outputs of fixed accuracy and diversity.
Kuncheva, L. I. & Kountchev, R. K., 1 Maw 2002, Yn: Pattern Recognition Letters. 23, 5, t. 593-600Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- Cyhoeddwyd
A theoretical study on six classifier fusion strategies.
Kuncheva, L. I., 1 Chwef 2002, Yn: IEEE Transactions on Pattern Analysis and Machine Intelligence. 24, 2, t. 281-286Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- Cyhoeddwyd
An investigation into how AdaBoost affects classifier diversity.
Shipp, C. A. & Kuncheva, L. I., 1 Ion 2002, t. 203-208.Allbwn ymchwil: Cyfraniad at gynhadledd › Papur
- Cyhoeddwyd
Bagging and Boosting for the nearest mean classifier: Effects of sample size on diversity and accuracy
Skurichina, M., Kuncheva, L. I. & Duin, R. P., 1 Ion 2002, t. 62-71.Allbwn ymchwil: Cyfraniad at gynhadledd › Papur
- Cyhoeddwyd
Using diversity with three variants of boosting: aggressive, conservative and inverse
Kuncheva, L. I. & Whitaker, C. J., 1 Ion 2002, t. 81-90.Allbwn ymchwil: Cyfraniad at gynhadledd › Papur
- 2001
- Cyhoeddwyd
Nearest prototype classifier designs: An experimental study.
Bezdek, J. C. & Kuncheva, L. I., 1 Rhag 2001, Yn: International Journal of Intelligent Systems. 16, 12, t. 1445-1473Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- Cyhoeddwyd
Using measures of similarity and inclusion for multiple classifier fusion by decision templates
Kuncheva, L. I., 16 Medi 2001, Yn: Fuzzy Sets and Systems. 122, 3, t. 401-407Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- Cyhoeddwyd
Decision templates for multiple classifier fusion: an experimental comparison.
Kuncheva, L. I., Bezdek, J. C. & Duin, R. P., 1 Chwef 2001, Yn: Pattern Recognition. 34, 2, t. 299-314Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- Cyhoeddwyd
A fuzzy model of heavy metal loadings in marine environment.
Kuncheva, L. I., Wrench, J., Jain, L. C., Al-Zaidan, A. S., Ruan, D. (gol.), Kacprzyk, J. (gol.) & Fedrizzi, M. (gol.), 1 Ion 2001, Soft Computing for Risk Assessment and Management. 2001 gol. Unknown, t. 355-371Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Pennod
- Cyhoeddwyd
Combining classifiers: Soft computing solutions.
Kuncheva, L. I., Pal, S. K. (gol.) & Pal, A. (gol.), 1 Ion 2001, Pattern Recognition: From Classical to Modern Approaches. 2001 gol. Unknown, t. 427-452Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Pennod
- Cyhoeddwyd
Complexity of data subsets generated by the random subspace method: An experimental investigation
Kuncheva, L. I., Roli, F., Marcialis, G. L. & Shipp, C. A., 1 Ion 2001, t. 349-358.Allbwn ymchwil: Cyfraniad at gynhadledd › Papur
- Cyhoeddwyd
Feature subsets for classifier combination: An enumerative experiment.
Kuncheva, L. I. & Whitaker, C. J., 1 Ion 2001, t. 228-237.Allbwn ymchwil: Cyfraniad at gynhadledd › Papur