Professor Ludmila Kuncheva

Professor in Computer Science

Contact info

School of Computer Science, Bangor University Dean Street, Bangor, Gwynedd LL57 1UT 

e-mail: l.i.kuncheva@bangor.ac.uk

  1. 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. 875-881

    Research output: Contribution to journalArticlepeer-review

  2. Published

    Random Balance ensembles for multiclass imbalance learning

    Rodriguez, J., Diez-Pastor, J-F., Arnaiz-Gonzalez, A. & Kuncheva, L., 6 Apr 2020, In: Knowledge-Based Systems. 193, 24 p., 105434.

    Research output: Contribution to journalArticlepeer-review

  3. Published

    Random Balance: Ensembles of variable priors classifiers for imbalanced data

    Diez-Pastor, J. F., Rodriguez, J. J., Garcia-Osorio, C. & Kuncheva, L. I., 7 May 2015, In: Knowledge-Based Systems. 85, p. 96-111

    Research output: Contribution to journalArticlepeer-review

  4. Published

    Random Subspace Ensembles for fMRI Classification.

    Kuncheva, L. I., Rodriguez, J. J., Plumpton, C. O., Linden, D. E. & Johnston, S. J., 1 Feb 2010, In: IEEE Transactions on Medical Imaging. 29, 2, p. 531-542

    Research output: Contribution to journalArticlepeer-review

  5. 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. 135-148

    Research output: Contribution to journalArticlepeer-review

  6. 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 journalArticlepeer-review

  7. 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. 158-170

    Research output: Contribution to journalArticlepeer-review

  8. 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. 1619-1630

    Research output: Contribution to journalArticlepeer-review

  9. Published

    Selecting diversifying heuristics for cluster ensembles.

    Hadjitodorov, S. T. & Kuncheva, L. I., 1 Jan 2007, p. 200-209.

    Research output: Contribution to conferencePaper

  10. 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. 528-537

    Research output: Contribution to journalArticlepeer-review

  11. Published

    Selective keyframe summarisation for egocentric videos based on semantic concept search

    Yousefi, P. & Kuncheva, L., 2018. 6 p.

    Research output: Contribution to conferencePaperpeer-review

  12. 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 journalArticlepeer-review

  13. 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. 475-486

    Research output: Contribution to journalArticlepeer-review

  14. 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. 146-156

    Research output: Contribution to journalArticlepeer-review

  15. 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. 38

    Research output: Contribution to journalArticlepeer-review

  16. 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 conferencePaper

  17. Published

    That elusive diversity in classifier ensembles.

    Kuncheva, L. I., 1 Jan 2003, In: Pattern Recognitions and Image Analysis: Proceedings. 2652, p. 1126-1138

    Research output: Contribution to journalArticlepeer-review

  18. 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 journalArticlepeer-review

  19. 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 conferencePaper

  20. Published

    Using control charts for online video summarisation

    Matthews, C., Yousefi, P. & Kuncheva, L., 2018. 10 p.

    Research output: Contribution to conferencePaperpeer-review

  21. Published

    Using diversity in cluster ensembles.

    Kuncheva, L. I. & Hadjitodorov, S. T., 1 Jan 2004, p. 1214-1219.

    Research output: Contribution to conferencePaper

  22. 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. 83-90

    Research output: Contribution to journalArticlepeer-review

  23. 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 conferencePaper

  24. 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 conferencePaper

  25. 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. 401-407

    Research output: Contribution to journalArticlepeer-review