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
- Article › Research › Peer-reviewed
- Published
Restricted Set Classification: Who is there?, Pattern Recognition
Kuncheva, L. I., Rodriguez, J. J. & Jackson, A. S., 1 Mar 2017, In: Pattern Recognition. 63, C, p. 158-170Research output: Contribution to journal › Article › peer-review
- Published
Rotation forest: A new classifier ensemble method.
Rodriguez, J. J. & Kuncheva, L. I., 1 Oct 2006, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 28, 10, p. 1619-1630Research output: Contribution to journal › Article › peer-review
- 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
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
Stability of Kerogen Classification with Regard to Image Segmentation
Charles, J. J., Kuncheva, L. I., Wells, B. & Lim, I. S., 1 May 2009, In: Mathematical Geosciences. 41, 4, p. 475-486Research output: Contribution to journal › Article › peer-review
- Published
Switching between selection and fusion in combining classifiers: An experiment
Kuncheva, L. I., 1 Apr 2002, In: IEEE Transactions on SMC, Part B. 32, 2, p. 146-156Research output: Contribution to journal › Article › peer-review
- Published
Technological Advancements in Affective Gaming: A Historical Survey
Christy, T. P., Christy, T. & Kuncheva, L. I., 28 May 2014, In: GSTF Journal on Computing. 3, 4, p. 38Research output: Contribution to journal › Article › peer-review
- Published
That elusive diversity in classifier ensembles.
Kuncheva, L. I., 1 Jan 2003, In: Pattern Recognitions and Image Analysis: Proceedings. 2652, p. 1126-1138Research output: Contribution to journal › Article › peer-review
- Published
The Identification of ‘Game Changers’ in England Cricket’s Developmental Pathway for 3 Elite Spin Bowling: A Machine Learning Approach
Jones, B., Hardy, L., Lawrence, G., Kuncheva, L., Du Preez, T., Brandon, R., Such, P. & Bobat, M., Jun 2019, In: Journal of Expertise. 2, 2, p. 92-120 29 p.Research output: Contribution to journal › Article › peer-review
- Published
Using diversity measures for generating error-correcting output codes in classifier ensembles
Kuncheva, L. I., 1 Jan 2005, In: Pattern Recognition Letters. 26, 1, p. 83-90Research output: Contribution to journal › Article › peer-review
- Published
Using measures of similarity and inclusion for multiple classifier fusion by decision templates
Kuncheva, L. I., 16 Sept 2001, In: Fuzzy Sets and Systems. 122, 3, p. 401-407Research output: Contribution to journal › Article › peer-review
- Published
`Fuzzy' vs `Non-fuzzy' in combining classifiers designed by boosting.
Kuncheva, L. I., 1 Dec 2003, In: IEEE Transactions on Fuzzy Systems. 11, 6, p. 729-741Research output: Contribution to journal › Article › peer-review
- Chapter › Research › Not peer-reviewed
- Published
A fuzzy model of heavy metal loadings in marine environment.
Kuncheva, L. I., Wrench, J., Jain, L. C., Al-Zaidan, A. S., Ruan, D. (Editor), Kacprzyk, J. (Editor) & Fedrizzi, M. (Editor), 1 Jan 2001, Soft Computing for Risk Assessment and Management. 2001 ed. Unknown, p. 355-371Research output: Chapter in Book/Report/Conference proceeding › Chapter
- Published
Combining classifiers: Soft computing solutions.
Kuncheva, L. I., Pal, S. K. (Editor) & Pal, A. (Editor), 1 Jan 2001, Pattern Recognition: From Classical to Modern Approaches. 2001 ed. Unknown, p. 427-452Research output: Chapter in Book/Report/Conference proceeding › Chapter
- Published
On Optimum Thresholding of Multivariate Change Detectors
Faithfull, W. J., Kuncheva, L. I., Franti, P. (Editor), Brown, G. (Editor), Loog, M. (Editor), Escolano, F. (Editor) & Pelillo, M. (Editor), 20 Aug 2014, Structural, Syntactic, and Statistical Pattern Recognition, Lecture Notes in Computer Science. 2014 ed. Springer Berlin Heidelberg, p. 364-373Research output: Chapter in Book/Report/Conference proceeding › Chapter
- Published
Pattern Recognition.
Kuncheva, L. I., Everitt, B. S. (Editor) & Howell, D. (Editor), 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
Who Is Missing? A New Pattern Recognition Puzzle
Kuncheva, L. I., Kuncheav, L. I., Jackson, A. S., Franti, P. (Editor), Brown, G. (Editor), Loog, M. (Editor), Escolano, F. (Editor) & Pelillo, M. (Editor), 20 Aug 2014, Structural, Syntactic, and Statistical Pattern Recognition, Lecture Notes in Computer Science. 2014 ed. Springer Berlin Heidelberg, p. 243-252Research output: Chapter in Book/Report/Conference proceeding › Chapter
- Conference contribution › Research › Peer-reviewed
- 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
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
Adaptive Learning Rate for Online Linear Discriminant Classifiers
Kuncheva, L. I. & Plumpton, C. O., 4 Dec 2008, Proceedings of the IAPR Workshop on Statistical, Structural and Syntactic Pattern Recognition (S+SSPR 2008). Orlando, Florida, USA, p. 510-519Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
- Published
Combination of Object Tracking and Object Detection for Animal Recognition
Williams, F., Kuncheva, L., Rodriguez, J. & Hennessey, S., 6 Dec 2022, 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
- Paper › Research › Not peer-reviewed
- Published
A framework for generating data to simulate changing environments.
Narasimhamurthy, A. & Kuncheva, L. I., 1 Jan 2007, p. 384-389.Research output: Contribution to conference › Paper
- Published
A logodds criterion for selection of diagnostic tests.
Whitaker C.J., [. V., Kuncheva, L. I. & Cockcroft, P. D., 1 Jan 2004, p. 575-582.Research output: Contribution to conference › Paper
- Published
A stability index for feature selection.
Kuncheva, L. I., 1 Jan 2007, p. 390-395.Research output: Contribution to conference › Paper
- Published
A.M.B.E.R. Shark-Fin: An Unobtrusive Affective Mouse
Christy, T. P., Christy, T. & Kuncheva, L. I., 26 Feb 2013, p. 488-495.Research output: Contribution to conference › Paper