| 2018 | ISVC | Budget-Constrained Online Video Summarisation of Egocentric Video Using Control Charts. | Paria Yousefi, Clare E. Matthews, Ludmila I. Kuncheva |
| 2016 | IJCNN | A concept-drift perspective on prototype selection and generation. | Ludmila I. Kuncheva, Iain A. D. Gunn |
| 2015 | ICDM | Theoretical and Empirical Criteria for the Edited Nearest Neighbour Classifier. | Ludmila I. Kuncheva, Mikel Galar |
| 2014 | SSPR | On Optimum Thresholding of Multivariate Change Detectors. | William J. Faithfull, Ludmila I. Kuncheva |
| 2014 | SSPR | Who Is Missing? A New Pattern Recognition Puzzle. | Ludmila I. Kuncheva, Aaron S. Jackson |
| 2012 | ICDM | Evaluation of Feature Ranking Ensembles for High-Dimensional Biomedical Data: A Case Study. | Ludmila I. Kuncheva, Christopher J. Smith, Yasir Iftikhar Syed, Christopher O. Phillips, Keir Edward Lewis |
| 2012 | ICPR | PCA feature extraction for change detection in multidimensional unlabelled streaming data. | Ludmila I. Kuncheva, William J. Faithfull |
| 2010 | ICPR | On-Line fMRI Data Classification Using Linear and Ensemble Classifiers. | Catrin O. Plumpton, Ludmila I. Kuncheva, David E. J. Linden, Stephen J. Johnston |
| 2009 | ICDM | Determining the Training Window for Small Sample Size Classification with Concept Drift. | Indre Zliobaite, Ludmila I. Kuncheva |
| 2008 | ICDM | Nearest Neighbour Classifiers for Streaming Data with Delayed Labelling. | Ludmila I. Kuncheva, J. Salvador Snchez |
| 2008 | SSPR | Adaptive Learning Rate for Online Linear Discriminant Classifiers. | Ludmila I. Kuncheva, Catrin O. Plumpton |
| 2008 | SSPR | Linear Discriminant Classifier (LDC) for Streaming Data with Concept Drift. | Ludmila I. Kuncheva, Indre Zliobaite |
| 2008 | SSPR | Combining Online Classification Approaches for Changing Environments. | Juan Jos Rodrguez, Ludmila I. Kuncheva |
| 2007 | ESANN | Data reduction using classifier ensembles. | J. Salvador Snchez, Ludmila I. Kuncheva |
| 2006 | FUSION | Experimental Comparison of Cluster Ensemble Methods. | Ludmila I. Kuncheva, Stefan Todorov Hadjitodorov, Ludmila P. Todorova |
| 2004 | SMC | Using diversity in cluster ensembles. | Ludmila I. Kuncheva, Stefan Todorov Hadjitodorov |
| 2004 | UAI | Pre-Selection of Independent Binary Features: An Application to Diagnosing Scrapie in. | Ludmila I. Kuncheva, Christopher J. Whitaker, Peter D. Cockcroft, Z. S. J. Hoare |
| 2004 | SSPR | A Logodds Criterion for Selection of Diagnostic Tests. | Christopher J. Whitaker, Ludmila I. Kuncheva, Peter D. Cockcroft |
| 2000 | ICPR | Is Independence Good For Combining Classifiers? | Ludmila I. Kuncheva, Christopher J. Whitaker, Catherine A. Shipp, Robert P. W. Duin |
| 2000 | KES | Selecting fuzzy connectives to represent heavy metal distribution in Liverpool Bay. | Ameena S. Al-Zaidan, Ludmila I. Kuncheva |
| 2000 | KES | Clustering-and-selection model for classifier combination. | Ludmila I. Kuncheva |
| 1994 | ICPR | A two-level classification scheme trained by a fuzzy neural network. | Ludmila I. Kuncheva, Sushmita Mitra |