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
`Fuzzy' vs `non-fuzzy' in combining classifiers: an experimental study.
Kuncheva, L. I., 1 Jan 2001, p. 11-22.Research output: Contribution to conference › Paper
- 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
- Published
Who Is Missing? A New Pattern Recognition Puzzle
Kuncheva, L. I., Kuncheav, L. I., Jackson, A. S., Franti, P. (ed.), Brown, G. (ed.), Loog, M. (ed.), Escolano, F. (ed.) & Pelillo, M. (ed.), 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
- Published
Visualisation Data Modelling Graphics (VDMG) at Bangor
Roberts, J. C., Ritsos, P. D., Kuncheva, L., Vidal, F., Lim, I. S., Ap Cenydd, L., Teahan, W., Mansoor, S., Gray, C. & Perkins, D., May 2021. 2 p.Research output: Contribution to conference › Paper › 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
Using fuzzy similarities to analyze heavy metal distribution in a marine environment
Al-Zaidan, A. S. & Kuncheva, L. I., 1 Jan 2001, p. 725-731.Research output: Contribution to conference › Paper
- Published
Using diversity with three variants of boosting: aggressive, conservative and inverse
Kuncheva, L. I. & Whitaker, C. J., 1 Jan 2002, p. 81-90.Research output: Contribution to conference › Paper
- 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 diversity in cluster ensembles.
Kuncheva, L. I. & Hadjitodorov, S. T., 1 Jan 2004, p. 1214-1219.Research output: Contribution to conference › Paper
- Published
Using control charts for online video summarisation
Matthews, C., Yousefi, P. & Kuncheva, L., 2018. 10 p.Research output: Contribution to conference › Paper › peer-review
- Published
Time series classification: Decision forests and SVM on interval and DTW features
Rodriguez, J. J. & Kuncheva, L. I., 1 Jan 2007.Research output: Contribution to conference › Paper
- 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., 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
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
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
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
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
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
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
Selective keyframe summarisation for egocentric videos based on semantic concept search
Yousefi, P. & Kuncheva, L., 2018. 6 p.Research output: Contribution to conference › Paper › 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
Selecting diversifying heuristics for cluster ensembles.
Hadjitodorov, S. T. & Kuncheva, L. I., 1 Jan 2007, p. 200-209.Research output: Contribution to conference › Paper
- 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
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
Restricted Set Classification with prior probabilities: A case study on chessboard recognition
Kuncheva, L. & Constance, J., Aug 2018, In: Pattern Recognition Letters. 111, p. 36-42 7 p.Research output: Contribution to journal › Article › peer-review
- Published
Relationships between combination methods and measures of diversity in combining classifiers
Shipp, C. A. & Kuncheva, L. I., 1 Jan 2003, In: Information Fusion. 3, 2, p. 135-148Research output: Contribution to journal › Article › peer-review