Gunn, I. A. D. and L. I. Kuncheva,
Bounds for the VC dimension of 1NN prototype sets,
arXiv:1902.02660,
pdf[bib]
Kuncheva L. I., A. Arnaiz-Gonzalez, J. F. Diez-Pastor, and I. A. D. Gunn,
Instance selection improves geometric mean accuracy: A study on imbalanced data
classification, Progress in Artificial Intelligence, 2019 (accepted),
arXiv:1804.07155,
pdf[bib]
Matthews, C. E., L. I. Kuncheva and P. Yousefi, Classification and comparison of on-line video
summarisation methods, Machine Vision and Applications, 2019, doi 10.1007/s00138-019-01007-x,
[pdf][bib]
Zubek J. and L. I. Kuncheva, Learning from exemplars and prototypes in machine
learning and psychology, arXiv:1806.01130, 2018.
pdf[bib]
Kuncheva, L. I, P. Yousefi and J. Almeida, Edited nearest neighbour for selecting
keyframe summaries of egocentric videos, Journal of Visual Communication and Image Representation
52, 2018, 118–130.
pdf[bib](code MATLAB)
Faithfull, W. J., J. J. Rodriguez-Diez and L. I. Kuncheva, Combining univariate approaches for
ensemble change detection in multivariate data, Information Fusion,45, 2019, 202–214.
pdf[bib]
Gunn, I. A. D., A. Arnaiz-Gonzalez and L. I. Kuncheva, A taxonomic look at instance-based stream
classifiers, Neurocomputing, 286, 2018, 167–178.
pdf[bib]
Yousefi P., C. E. Matthews and L. I. Kuncheva,
Budget-constrained online video summarisation of egocentric video using control charts,
Proceedings of the International Symposium on Visual Computing (ISVC 2018),
Las Vegas, USA, 2018.
pdf[bib]
Yousefi P., L. I. Kuncheva and C. E. Matthews,
Selecting feature representation for online summarisation of egocentric videos,
Proceedings of the International Conference
on Computer Graphics and Visual Computing (EUROGRAPHICS 2018),
Swansea, UK, 2018.
pdf(extended version)[bib]
Yousefi P. and L. I. Kuncheva,
Selective keyframe summarisation for egocentric videos based on
semantic concept search,
Proceedings of the International Image Processing Applications and
Systems Conference (IPAS 2018),
Sophia Antipolis, France, 2018.
pdf[bib]
Kuncheva L. I., P. Yousefi and J. Almeida, Comparing Keyframe Summaries of Egocentric
Videos: Closest-to-Centroid Baseline, Proceedings of The Seventh International Conference
on Image Processing Theory, Tools and Applications (IPTA 2017), 2017, Montreal, Canada.
pdf[bib]
Kuncheva L. I., P. Yousefi and I. A. D. Gunn, On the Evaluation of Video Keyframe Summaries using User Ground Truth,
arXiv:1712.06899, 2017.
pdf[bib]
Gunn I. A. D., L. I. Kuncheva, and P. Yousefi, Bipartite Graph Matching for Keyframe Summary Evaluation,
arXiv:1712.06914, 2017.
pdf[bib]
Kuncheva L. I., I. A. D. Gunn, A concept-drift perspective on prototype selection
and generation, Proceedings of the International Joint Conference on Neural Networks
(IJCNN 2016), Vancouver, Canada, 2016, 16-23.
pdf[bib]
Kuncheva L. I. and M. Galar. Theoretical and empirical criteria for the edited nearest neighbour classifier,
Proceedings of the 15th IEEE International Conference on Data Mining, Atlantic City, 2015, 817-822.
pdf[bib][code and data]
