Professor Ludmila Kuncheva
Professor in Computer Science
Affiliations
Links
- https://lucykuncheva.co.uk/
Personal website - https://scholar.google.co.uk/citations?user=WIc3assAAAAJ&hl=en
Google Scholar Profile
Contact info
School of Computer Science, Bangor University Dean Street, Bangor, Gwynedd LL57 1UT
e-mail: l.i.kuncheva@bangor.ac.uk
- Published
An experimental study on diversity for bagging and boosting with linear classifiers
Kuncheva, L. I., Skurichina, M. & Duin, R. P., 1 Jan 2003, In: Information Fusion. 3, 2, p. 245-258Research output: Contribution to journal › Article › peer-review
- Published
Using diversity in cluster ensembles.
Kuncheva, L. I. & Hadjitodorov, S. T., 1 Jan 2004, p. 1214-1219.Research output: Contribution to conference › Paper
- Published
Selection of independent binary features using probabilities: An example from veterinary medicine
Kuncheva, L. I., Hoare, Z. & Cockcroft, P. D., 1 Jan 2005, In: Journal of Modern Applied Statistical Methods. 4, 2, p. 528-537Research output: Contribution to journal › Article › peer-review
- Published
Evaluation of stability of k-means cluster ensembles with respect to random initialization
Kuncheva, L. I. & Vetrov, D. P., 1 Nov 2006, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 28, 11, p. 1798-1808Research output: Contribution to journal › Article › peer-review
- Published
Diagnosing scrapie in sheep: A classification experiment.
Kuncheva, L. I., Vilas, V. J. & Rodriguez, J. J., 1 Aug 2007, In: Computers in Biology and Medicine. 37, 8, p. 1194-1202Research output: Contribution to journal › Article › peer-review
- Published
An experimental study on Rotation Forest ensembles.
Kuncheva, L. I. & Rodriguez, J. J., 1 Jan 2007, p. 459-468.Research output: Contribution to conference › Paper
- Published
Diversity in multiple classifier systems.
Kuncheva, L. I., 1 Jan 2005, In: Information Fusion. 6, 1, p. 3-4Research output: Contribution to journal › Article › peer-review
- Published
Error bounds for aggressive and conservative AdaBoost.
Kuncheva, L. I., 1 Jan 2003, p. 25-34.Research output: Contribution to conference › Paper
- Published
Full-class set classification using the Hungarian algorithm.
Kuncheva, L. I., 1 Dec 2010, In: International Journal of Machine Learning and Cybernetics. 1, 1-4, p. 53-61Research output: Contribution to journal › Article › peer-review
- Published
Generating classifier outputs of fixed accuracy and diversity.
Kuncheva, L. I. & Kountchev, R. K., 1 Mar 2002, In: Pattern Recognition Letters. 23, 5, p. 593-600Research output: Contribution to journal › Article › peer-review
- Published
Pattern Recognition.
Kuncheva, L. I., Everitt, B. S. (ed.) & Howell, D. (ed.), 1 Jan 2005, Encyclopedia of Statistics in Behavioral Science. 2005 ed. Wiley, Vol. 3. p. 1532-1535Research output: Chapter in Book/Report/Conference proceeding › Chapter
- Published
Classifier ensembles with a random linear oracle.
Kuncheva, L. I. & Rodriguez, J. J., 1 Apr 2007, In: IEEE Transactions on Knowledge and Data Engineering. 19, 4, p. 500-508Research output: Contribution to journal › Article › peer-review
- Published
Combining Pattern Classifiers: Methods and Algorithms.
Kuncheva, L. I., 1 Jan 2004, Wiley.Research output: Book/Report › Book
- Published
A theoretical study on six classifier fusion strategies.
Kuncheva, L. I., 1 Feb 2002, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 24, 2, p. 281-286Research output: Contribution to journal › Article › peer-review
- Published
Automated kerogen classification in microscope images of dispersed kerogen preparation
Kuncheva, L. I., Charles, J. J., Miles, N., Collins, A., Wells, B. & Lim, I. S., 1 Aug 2008, In: Mathematical Geosciences. 40, 6, p. 639-652Research output: Contribution to journal › Article › peer-review
- Published
Experimental comparison of cluster ensemble methods.
Kuncheva, L. I., Hadjitodorov, S. T. & Todorova, L. P., 1 Jan 2006.Research output: Contribution to conference › Paper
- Published
Ten measures of diversity in classifier ensembles: Limits for two classifiers.
Kuncheva, L. I. & Whitaker, C. J., 1 Jan 2001.Research output: Contribution to conference › Paper
- Published
An Experiment on Animal Re-Identification from Video
Kuncheva, L., Garrido-Labrador, J., Ramos-Perez, I., Hennessey, S. & Rodriguez, J., 1 May 2023, In: Ecological Informatics.Research output: Contribution to journal › Article › peer-review
- Published
A Concept-Drift Perspective on Prototype Selection and Generation
Kuncheva, L. & Gunn, I., 29 Jul 2016, Proceedings of the International Joint Conference on Neural Networks (IJCNN 2016) . Vancouver, Canada, p. 16-23 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
- Published
Error-dependency relationships for the Naive Bayes classifier with binary features
Kuncheva, L. & Hoare, Z. S., 1 Apr 2008, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 30, 4, p. 735-740Research output: Contribution to journal › Article › peer-review
- Published
On feature selection protocols for very low-sample-size data
Kuncheva, L. & Rodriguez, J., Sept 2018, In: Pattern Recognition. 81, p. 660-673 14 p.Research output: Contribution to journal › Article › peer-review
- Published
A benchmark database for animal re-identification and tracking
Kuncheva, L., Hennessey, S., Williams, F. & Rodriguez, J., 6 Dec 2023, Proc. of the Fifth IEEE International Conference on Image Processing, Applications and Systems (IPAS). IEEEResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
- Published
Semi-Supervised Classification With Pairwise Constraints: A Case Study on Animal Identification from Video
Kuncheva, L., Garrido-Labrador, J., Ramos-Perez, I., Hennessey, S. & Rodriguez, J., 1 Apr 2024, In: Information Fusion. 104, 102188.Research output: Contribution to journal › Article › peer-review
- Published
Edited nearest neighbour for selecting keyframe summaries of egocentric videos
Kuncheva, L., Yousefi, P. & Almeida, J., Apr 2018, In: Journal of Visual Communication and Image Representation. 52, p. 118-130 13 p.Research output: Contribution to journal › Article › peer-review
- Published
Animal Reidentification using Restricted Set Classification
Kuncheva, L., May 2021, In: Ecological Informatics. 62, 101225.Research output: Contribution to journal › Article › peer-review