Ludmila I. Kuncheva | Scholar Profiles and Rankings

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Semi-supervised classification with pairwise constraints: A case study on animal identification from video (journal article) Kuncheva, Ludmila I. \| Garrido-Labrador, José Luis \| Ramos-Pérez, Ismael \| Hennessey, Samuel L. \| Rodríguez, Juan J. Information Fusion, volume 104 (2024). 10.1016/j.inffus.2023.102188 Cite \| Source
An experiment on animal re-identification from video (journal article) Kuncheva, Ludmila I. \| Garrido-Labrador, José Luis \| Ramos-Pérez, Ismael \| Hennessey, Samuel L. \| Rodríguez, Juan J. Ecological Informatics, volume 74 (2023). 10.1016/j.ecoinf.2023.101994 Cited by (7) \| Cite \| Source
A Benchmark Database for Animal Re-Identification and Tracking (conference) Kuncheva, Ludmila I. \| Williams, Francis \| Hennessey, Samuel L. \| Rodríguez, Juan J. 2022 IEEE 5th International Conference on Image Processing Applications and Systems (IPAS) (2022) Genova, Italy 10.1109/IPAS55744.2022.10052988 Cited by (5) \| Cite \| Source
Combination of Object Tracking and Object Detection for Animal Recognition (conference) Williams, Francis \| Kuncheva, Ludmila I. \| Rodríguez, Juan J. \| Hennessey, Samuel L. 2022 IEEE 5th International Conference on Image Processing Applications and Systems (IPAS) (2022) Genova, Italy 10.1109/IPAS55744.2022.10053017 Cited by (3) \| Cite \| Source
Animal reidentification using restricted set classification (journal article) Kuncheva, Ludmila Ecological Informatics, volume 62 (2021). 10.1016/j.ecoinf.2021.101225 Cited by (1) \| Cite \| Source
An experimental evaluation of mixup regression forests (journal article) Rodríguez, Juan J. \| Juez-Gil, Mario \| Arnaiz-González, Álvar \| Kuncheva, Ludmila I. Expert Systems with Applications, volume 151 (2020). 10.1016/j.eswa.2020.113376 Cited by (12) \| Cite \| Source
Prototype Classifiers and the Big Fish: The Case of Prototype (Instance) Selection (journal article) Kuncheva, Ludmila I. IEEE Systems, Man, and Cybernetics Magazine, volume 6, issue 2, pages 49-56 (2020). 10.1109/MSMC.2019.2950534 Cited by (2) \| Cite \| Source
Random Balance ensembles for multiclass imbalance learning (journal article) Rodríguez, Juan J. \| Díez-Pastor, José-Francisco \| Arnaiz-González, Álvar \| Kuncheva, Ludmila I. Knowledge-Based Systems, volume 193 (2020). 10.1016/j.knosys.2019.105434 Cited by (27) \| Cite \| Source
Instance selection improves geometric mean accuracy: a study on imbalanced data classification (journal article) Kuncheva, Ludmila I. \| Arnaiz-González, Álvar \| Díez-Pastor, José-Francisco \| Gunn, Iain A. D. Progress in Artificial Intelligence, volume 8, issue 2, pages 215-228 (2019). 10.1007/s13748-019-00172-4 Cited by (50) \| Cite \| Source
Classification and comparison of on-line video summarisation methods (journal article) Matthews, Clare E. \| Kuncheva, Ludmila I. \| Yousefi, Paria Machine Vision and Applications, volume 30, issue 3, pages 507-518 (2019). 10.1007/s00138-019-01007-x Cited by (5) \| Cite \| Source
Combining univariate approaches for ensemble change detection in multivariate data (journal article) Faithfull, William J. \| Rodríguez, Juan J. \| Kuncheva, Ludmila I. Information Fusion, volume 45 (2019). 10.1016/j.inffus.2018.02.003 Cited by (25) \| Cite \| Source
Using control charts for on-line video summarisation (journal article) Matthews, Clare E. \| Yousefi, Paria \| Kuncheva, Ludmila I. MATEC Web of Conferences, volume 277 (2019). 10.1051/matecconf/201927701012 Cited by (1) \| Cite \| Source
Selective Keyframe Summarisation for Egocentric Videos Based on Semantic Concept Search (conference) Yousefi, Paria \| Kuncheva, Ludmila I 2018 IEEE International Conference on Image Processing, Applications and Systems (IPAS) (2018) Sophia Antipolis, France 10.1109/IPAS.2018.8708887 Cited by (2) \| Cite \| Source
On feature selection protocols for very low-sample-size data (journal article) Kuncheva, Ludmila I. \| Rodríguez, Juan J. Pattern Recognition, volume 81 (2018). 10.1016/j.patcog.2018.03.012 Cited by (30) \| Cite \| Source
Restricted Set Classification with prior probabilities: A case study on chessboard recognition (journal article) Kuncheva, Ludmila I. \| Constance, James H.V. Pattern Recognition Letters, volume 111 (2018). 10.1016/j.patrec.2018.04.018 Cited by (1) \| Cite \| Source
Edited nearest neighbour for selecting keyframe summaries of egocentric videos (journal article) Kuncheva, Ludmila I. \| Yousefi, Paria \| Almeida, Jurandy Journal of Visual Communication and Image Representation, volume 52 (2018). 10.1016/j.jvcir.2018.02.010 Cited by (18) \| Cite \| Source
A taxonomic look at instance-based stream classifiers (journal article) Gunn, Iain A.D. \| Arnaiz-González, Álvar \| Kuncheva, Ludmila I. Neurocomputing, volume 286 (2018). 10.1016/j.neucom.2018.01.062 Cited by (7) \| Cite \| Source
Budget-Constrained Online Video Summarisation of Egocentric Video Using Control Charts (book chapter) In Advances in Visual Computing Yousefi, Paria \| Matthews, Clare E. \| Kuncheva, Ludmila I. Springer International Publishing (2018) 10.1007/978-3-030-03801-4_56 Cite \| Source
Comparing keyframe summaries of egocentric videos: Closest-to-centroid baseline (conference) Kuncheva, Ludmila I. \| Yousefi, Paria \| Almeida, Jurandy 2017 Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA) (2017) Montreal, QC 10.1109/IPTA.2017.8310123 Cited by (3) \| Cite \| Source
Intrauterine position probabilities in mice, rats and gerbils (journal article) Mulley, John F. \| Kuncheva, Ludmila I. bioRxiv (2017). 10.1101/173153 Cite \| Source \| Open Access