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
- 2001
- 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. (ed.), Kacprzyk, J. (ed.) & Fedrizzi, M. (ed.), 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. (ed.) & Pal, A. (ed.), 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
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
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
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
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
- Published
Decision templates for multiple classifier fusion: an experimental comparison.
Kuncheva, L. I., Bezdek, J. C. & Duin, R. P., 1 Feb 2001, In: Pattern Recognition. 34, 2, p. 299-314Research 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
Nearest prototype classifier designs: An experimental study.
Bezdek, J. C. & Kuncheva, L. I., 1 Dec 2001, In: International Journal of Intelligent Systems. 16, 12, p. 1445-1473Research output: Contribution to journal › Article › peer-review
- 2002
- 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
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
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
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
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
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
- 2003
- 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
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
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
- 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
Limits on the majority vote accuracy in classifier fusion.
Kuncheva, L. I., Whitaker, C. J., Shipp, C. A. & Duin, R. P., 1 Apr 2003, In: Pattern Analysis and Applications. 6, 1, p. 22-31Research output: Contribution to journal › Article › peer-review
- Published
Measures of diversity in classifier ensembles and their relationship with the ensemble accuracy.
Kuncheva, L. I. & Whitaker, C. J., 1 May 2003, In: Machine Learning. 51, 2, p. 181-207Research output: Contribution to journal › Article › peer-review
- Published
Marine DGNSS availability and continuity.
Grant, A., Last, D., Kuncheva, L. I. & Ward, N., 1 Sept 2003, In: Journal of Navigation. 56, 3, p. 353-369Research output: Contribution to journal › Article › peer-review