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
- Paper › Research › Not peer-reviewed
- Published
An evaluation measure of image segmentation based on object centres.
Charles, J. J., Kuncheva, L. I., Wells, B. & Lim, I. S., 1 Jan 2006, p. 283-294.Research output: Contribution to conference › Paper
- 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
An investigation into how AdaBoost affects classifier diversity.
Shipp, C. A. & Kuncheva, L. I., 1 Jan 2002, p. 203-208.Research output: Contribution to conference › Paper
- Published
Background segmentation in microscope images.
Charles, J. J., Kuncheva, L. I., Wells, B. & Lim, I. S., 1 Jan 2008.Research output: Contribution to conference › Paper
- Published
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 Jan 2002, p. 62-71.Research output: Contribution to conference › Paper
- Published
Classifier ensembles for changing environments.
Kuncheva, L. I., 1 Jan 2004, p. 1-15.Research output: Contribution to conference › Paper
- Published
Classifier ensembles for detecting concept change in streaming data: Overview and perspectives
Kuncheva, L. I., 1 Jan 2008, p. 5-10.Research output: Contribution to conference › Paper
- Published
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 Jan 2001, p. 349-358.Research output: Contribution to conference › Paper
- Published
Data reduction using classifier ensembles.
Sanchez, J. S. & Kuncheva, L. I., 1 Jan 2007.Research output: Contribution to conference › Paper
- Published
Error bounds for aggressive and conservative AdaBoost.
Kuncheva, L. I., 1 Jan 2003, p. 25-34.Research output: Contribution to conference › Paper
- Published
Examining the relationship between majority vote accuracy and diversity in bagging and boosting
Whitaker, C. J. & Kuncheva, L. I., 1 Jan 2003.Research output: Contribution to conference › Paper
- 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
Feature subsets for classifier combination: An enumerative experiment.
Kuncheva, L. I. & Whitaker, C. J., 1 Jan 2001, p. 228-237.Research output: Contribution to conference › Paper
- Published
Four measures of data complexity for bootstrapping, splitting and feature sampling
Shipp, C. A. & Kuncheva, L. I., 1 Jan 2001, p. 429-435.Research output: Contribution to conference › Paper
- Published
Naive Bayes ensembles with a random oracle.
Rodriguez, J. J. & Kuncheva, L. I., 1 Jan 2007, p. 450-458.Research output: Contribution to conference › Paper
- Published
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 Jan 2004, p. 325-332.Research output: Contribution to conference › Paper
- 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
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
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
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 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 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
`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
- Paper › Research › Peer-reviewed
- Published
A Constrained Cluster Ensemble Using Hierarchical Clustering Methods
Williams, F., Kuncheva, L., Hennessey, S., Diez-Pastor, J. & Rodriguez, J., Aug 2024.Research output: Contribution to conference › Paper › peer-review
- Published
Effects of hyper-parameters in online constrained clustering: A study on animal videos
Williams, F. & Kuncheva, L., 5 Dec 2023.Research output: Contribution to conference › Paper › peer-review