Clustering rules: a comparison of partitioning and hierarchical clustering algorithms AP Reynolds, G Richards, B de la Iglesia, VJ Rayward-Smith Journal of Mathematical Modelling and Algorithms 5, 475-504, 2006 | 698 | 2006 |
A scoping review of the use of Twitter for public health research O Edo-Osagie, B De La Iglesia, I Lake, O Edeghere Computers in biology and medicine 122, 103770, 2020 | 145 | 2020 |
Data mining rules using multi-objective evolutionary algorithms B De La Iglesia, MS Philpott, AJ Bagnall, VJ Rayward-Smith The 2003 Congress on Evolutionary Computation, 2003. CEC'03. 3, 1552-1559, 2003 | 80 | 2003 |
Evolutionary computation for feature selection in classification problems B De La Iglesia Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 3 (6 …, 2013 | 79 | 2013 |
Performance of the ASSIGN cardiovascular disease risk score on a UK cohort of patients from general practice B de la Iglesia, JF Potter, NR Poulter, MM Robins, J Skinner Heart 97 (6), 491-499, 2011 | 68 | 2011 |
Legal judgement prediction for UK courts B Strickson, B De La Iglesia Proceedings of the 3rd International Conference on Information Science and …, 2020 | 64 | 2020 |
Developments on a multi-objective metaheuristic (MOMH) algorithm for finding interesting sets of classification rules B de la Iglesia, A Reynolds, VJ Rayward-Smith Evolutionary Multi-Criterion Optimization: Third International Conference …, 2005 | 58 | 2005 |
Using data mining techniques to predict students at risk of poor performance Z Alharbi, J Cornford, L Dolder, B De La Iglesia 2016 SAI computing conference (SAI), 523-531, 2016 | 55 | 2016 |
A multi-objective GRASP for partial classification AP Reynolds, B De la Iglesia Soft Computing 13, 227-243, 2009 | 55 | 2009 |
Building data-driven pathways from routinely collected hospital data: a case study on prostate cancer JH Bettencourt-Silva, J Clark, CS Cooper, R Mills, VJ Rayward-Smith, ... JMIR medical informatics 3 (3), e4221, 2015 | 47 | 2015 |
The application and effectiveness of a multi-objective metaheuristic algorithm for partial classification B de la Iglesia, G Richards, MS Philpott, VJ Rayward-Smith European Journal of Operational Research 169 (3), 898-917, 2006 | 47 | 2006 |
Twitter mining using semi-supervised classification for relevance filtering in syndromic surveillance O Edo-Osagie, G Smith, I Lake, O Edeghere, B De La Iglesia PloS one 14 (7), e0210689, 2019 | 43 | 2019 |
On creating a patient-centric database from multiple Hospital Information Systems J Bettencourt-Silva, B De La Iglesia, S Donell, V Rayward-Smith Methods of information in medicine 51 (03), 210-220, 2012 | 43 | 2012 |
Discovering knowledge in commercial databases using modern heuristic techniques B Iglesia, JCW Debuse, VJ Rayward-Smith Proceedings of the Second International Conference on Knowledge Discovery …, 1996 | 43 | 1996 |
An exploration of deep-learning based phenotypic analysis to detect spike regions in field conditions for UK bread wheat T Alkhudaydi, D Reynolds, S Griffiths, J Zhou, B De La Iglesia Plant Phenomics, 2019 | 41 | 2019 |
Building the KDD roadmap: A methodology for knowledge discovery JCW Debuse, B De la Iglesia, CM Howard, VJ Rayward-Smith Industrial Knowledge Management: A Micro-level Approach, 179-196, 2001 | 38 | 2001 |
Rule induction using multi-objective metaheuristics: Encouraging rule diversity A Reynolds, B de la Iglesia The 2006 IEEE International Joint Conference on Neural Network Proceedings …, 2006 | 36 | 2006 |
Clustering time series from mixture polynomial models with discretised data AJ Bagnall, GJ Janacek, M Zhang University of East Anglia, 2003 | 35 | 2003 |
Multiple imputation ensembles (MIE) for dealing with missing data A Aleryani, W Wang, B De La Iglesia SN Computer Science 1 (3), 134, 2020 | 34 | 2020 |
Non-linear dimensionality reduction for privacy-preserving data classification K Alotaibi, VJ Rayward-Smith, W Wang, B de la Iglesia 2012 International Conference on Privacy, Security, Risk and Trust and 2012 …, 2012 | 31 | 2012 |