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
- 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
- Cyhoeddwyd
Four measures of data complexity for bootstrapping, splitting and feature sampling
Shipp, C. A. & Kuncheva, L. I., 1 Ion 2001, t. 429-435.Allbwn ymchwil: Cyfraniad at gynhadledd › Papur
- Cyhoeddwyd
Full-class set classification using the Hungarian algorithm.
Kuncheva, L. I., 1 Rhag 2010, Yn: International Journal of Machine Learning and Cybernetics. 1, 1-4, t. 53-61Allbwn 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
Instance selection improves geometric mean accuracy: A study on imbalanced data classification
Kuncheva, L., Arnaiz-Gonzalez, A., Diez-Pastor, J. F. & Gunn, I., 6 Chwef 2019, Yn: Progress in Artificial Intelligence. 2019, 2, 11 t.Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- Cyhoeddwyd
Interval feature extraction for classification of event-related potentials (ERP) in EEG data analysis
Kuncheva, L. I. & Rodriguez, J. J., 25 Rhag 2012, Yn: Progress in Artificial Intelligence. 2, 1, t. 65-72Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- Cyhoeddwyd
It Ain’t What You Do—It’s the Way That You Do It: Is Optimizing Challenge Key in the Development of Super-Elite Batsmen?
Jones, B., Hardy, L., Lawrence, G., Kuncheva, L., Brandon, R., Bobat, M. & Thorpe, G., 13 Meh 2020, Yn: Journal of Expertise. 3, 2, t. 144-168Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- Cyhoeddwyd
Learn ++.MF: A random subspace approach for the missing feature problem.
Polikar, R., DePasquale, J., Mohammed, H. S., Brown, G. & Kuncheva, L. I., 1 Tach 2010, Yn: Pattern Recognition. 43, 11, t. 3817-3832Allbwn 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
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
Moderate diversity for better cluster ensembles.
Hadjitodorov, S. T., Kuncheva, L. I. & Todorova, L. P., 1 Medi 2006, Yn: Information Fusion. 7, 3, t. 264-275Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- Cyhoeddwyd
Naive Bayes ensembles with a random oracle.
Rodriguez, J. J. & Kuncheva, L. I., 1 Ion 2007, t. 450-458.Allbwn ymchwil: Cyfraniad at gynhadledd › Papur
- Cyhoeddwyd
Naive random subspace ensemble with linear classifiers for real-time classification of fMRI data
Plumpton, C. O., Kuncheva, L. I., Oosterhof, N. N. & Johnston, S. J., Meh 2012, Yn: Pattern Recognition. 45, 6, t. 2101-2108Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- 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
Object segmentation within microscope images of palynofacies.
Charles, J. J., Kuncheva, L. I., Wells, B. & Lim, I. S., 1 Meh 2008, Yn: Computers and Geosciences. 34, 6, t. 688-698Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- Cyhoeddwyd
Occlusion Handling via Random Subspace Classifiers for Human Detection
Kuncheva, L. I., Marin, J., Vazquez, D., Lopez, A. M., Amores, J. & Kuncheva L.I., N. V., 6 Mai 2013, Yn: IEEE Transactions on Cybernetics. 44, 3, t. 342-354Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- Cyhoeddwyd
On Optimum Thresholding of Multivariate Change Detectors
Faithfull, W. J., Kuncheva, L. I., Franti, P. (gol.), Brown, G. (gol.), Loog, M. (gol.), Escolano, F. (gol.) & Pelillo, M. (gol.), 20 Awst 2014, Structural, Syntactic, and Statistical Pattern Recognition, Lecture Notes in Computer Science. 2014 gol. Springer Berlin Heidelberg, t. 364-373Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Pennod
- Cyhoeddwyd
On feature selection protocols for very low-sample-size data
Kuncheva, L. & Rodriguez, J., Medi 2018, Yn: Pattern Recognition. 81, t. 660-673 14 t.Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- Cyhoeddwyd
On the optimality of Naive Bayes with dependent binary features.
Kuncheva, L. I., 1 Mai 2006, Yn: Pattern Recognition Letters. 27, 7, t. 830-837Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- Cyhoeddwyd
On the window size for classification in changing environments.
Kuncheva, L. I. & Žliobaitė, I., 25 Tach 2009, Yn: Intelligent Data Analysis. 13, 6, t. 861-872Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- Cyhoeddwyd
PCA Feature Extraction for Change Detection in Multidimensional Unlabeled Data
Kuncheva, L. I. & Faithfull, W. J., 13 Maw 2014, Yn: IEEE Transactions on Neural Networks and Learning Systems. 25, 1, t. 69-80Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
- Cyhoeddwyd
Pattern Recognition.
Kuncheva, L. I., Everitt, B. S. (gol.) & Howell, D. (gol.), 1 Ion 2005, Encyclopedia of Statistics in Behavioral Science. 2005 gol. Wiley, Cyfrol 3. t. 1532-1535Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Pennod
- 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
Prototype Classifiers and the Big Fish. The Case of Prototype (Instance) Selection
Kuncheva, L., 20 Ebr 2020, Yn: IEEE Systems, Man, and Cybernetics Magazine. 6, 2, t. 49-56Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid