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
- 2008
- 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
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
- 2007
- 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
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
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 stability index for feature selection.
Kuncheva, L. I., 1 Jan 2007, p. 390-395.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
Data reduction using classifier ensembles.
Sanchez, J. S. & Kuncheva, L. I., 1 Jan 2007.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
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
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
- 2006
- 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
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
Moderate diversity for better cluster ensembles.
Hadjitodorov, S. T., Kuncheva, L. I. & Todorova, L. P., 1 Sept 2006, In: Information Fusion. 7, 3, p. 264-275Research output: Contribution to journal › Article › peer-review
- Published
ROC curves and video analysis optimization in intestinal capsule endoscopy.
Vilarino, F., Kuncheva, L. I. & Radeva, P., 1 Jun 2006, In: Pattern Recognition Letters. 27, 8, p. 875-881Research output: Contribution to journal › Article › peer-review
- Published
On the optimality of Naive Bayes with dependent binary features.
Kuncheva, L. I., 1 May 2006, In: Pattern Recognition Letters. 27, 7, p. 830-837Research output: Contribution to journal › Article › peer-review
- 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
Experimental comparison of cluster ensemble methods.
Kuncheva, L. I., Hadjitodorov, S. T. & Todorova, L. P., 1 Jan 2006.Research output: Contribution to conference › Paper
- 2005
- Published
An ensemble-based method for linear feature extraction for two-class problems.
Masip, D., Kuncheva, L. I. & Vitria, J., 1 Dec 2005, In: Pattern Analysis and Applications. 8, 3, p. 227-237Research output: Contribution to journal › Article › peer-review
- 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
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
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
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
- 2004
- Published
A logodds criterion for selection of diagnostic tests.
Whitaker C.J., N. V., Kuncheva, L. I. & Cockcroft, P. D., 1 Jan 2004, p. 575-582.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