Professor Allan Tucker
Professor
Wilfred Brown Building 218
- Email: allan.tucker@brunel.ac.uk
- Tel: +44 (0)1895 266933
Tucker, A. and Duplisea, D. (2012) 'Bioinformatics tools in predictive ecology: Applications to fisheries'. Philosophical Transactions of the Royal Society: Part B, 367 (1586). pp. 279 - 290. ISSN: 0962-8436 Open Access Link
Paterson, A., Ashtari, M., Ribe, D., Stenbeck, G. and Tucker, A. (2012) 'Intelligent data analysis to model and understand live cell time-lapse sequences'. Methods of Information in Medicine, 51 (4). pp. 332 - 340. ISSN: 0026-1270
Li, Y., Swift, S. and Tucker, A. (2012) 'Modelling and analysing the dynamics of disease progression from cross-sectional studies'. Journal of Biomedical Informatics. ISSN: 1532-0464
Westgarth-smith, AR., Roy, DB., Scholze, M., Tucker, A. and Sumpter, JP. (2012) 'The role of the North Atlantic oscillation in controlling UK butterfly population size and phenology'. Ecological Entomology, 37 (3). pp. 221 - 232. ISSN: 0307-6946
Hassan, F. and Tucker, A. (2011) 'Automatic layout design solution'.Symposium on Intelligent Data Analysis 2011. Porto, Portugal. 29 - 31 October. Springer. pp. 198 - 209. ISSN: 0302-9743
Ceccon, S., Garway-Heath, D., Crabb, D. and Tucker, A. (2011) 'The dynamic stage Bayesian network: identifying and modelling key stages in a temporal process'.Symposium on Intelligent Data Analysis 2011. Porto, Portugal. 29 - 31 October. Springer. pp. 101 - 112. ISSN: 0302-9743
Tucker, A. and Duplisea, D. (2011) 'Integrating marine species biomass data by modelling functional knowledge'.Symposium on Intelligent Data Analysis 2011. Porto, Portugal. 29 - 31 October. Springer. pp. 352 - 363. ISSN: 0302-9743
Ceccon, S., Garway-Heath, D., Crabb, D. and Tucker, A. (2011) 'Ensembles of Bayesian network classifiers using glaucoma data and expertise'. Springer-Verlag. pp. 133 - 150. ISSN: 1860-949X
Jayal, A., Lauria, S., Tucker, A. and Swift, S. (2011) 'Python for teaching introductory programming: A quantitative evaluation'. ITALICS Innovations in Teaching and Learning in Information and Computer Sciences, 10 (1). pp. 86 - 90. ISSN: 1473-7507 Open Access Link
Al-Hamzawi, R., Yu, K., Vinciotti, V. and Tucker, A. (2011) 'Prior elicitation for mixed quantile regression with allometric model'. Environmetrics, 22 (7). pp. 911 - 920. ISSN: 1180-4009
Arzoky, M., Swift, S., Tucker, A. and Cain, J. (2011) 'Munch: An efficient modularisation strategy to assess the degree of refactoring on sequential source code checkings'.4th IEEE International Conference on Software Testing, Verification, and Validation Workshops (ICSTW 2011). IEEE. pp. 422 - 429.
Anvar, SY., Tucker, A., Vinciotti, V., Venema, A., van Ommen, GB., van der Maarel, SM., et al. (2011) 'Interspecies translation of disease networks increases robustness and predictive accuracy'. PLoS Computational Biology, 7 (11). pp. e1002258 - e1002258. ISSN: 1553-734X Open Access Link
Hassan, F. and Tucker, A. (2010) 'Using cellular automata pedestrian flow statistics with heuristic search to automatically design spatial layout'.22nd IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2010). Arras, France. 27 - 29 October. IEEE. pp. 32 - 37. ISSN: 1082-3409
Hassan, F. and Tucker, A. (2010) 'Using uniform crossover to refine simulated annealing solutions for automatic design of spatial layouts'.International Conference on Evolutionary Computation (ICAC). Valencia, Spain. 24 - 26 October. ICEC 2010 - Proceedings of the International Conference on Evolutionary Computation. pp. 373 - 379.
Li, Y. and Tucker, A. (2010) 'Uncovering disease regions using pseudo time-series trajectories on clinical trial data'.3rd International Conference on BioMedical Engineering and Informatics (BMEI 2010). Yantai, China. 16 - 18 October. IEEE. pp. 2356 - 2362.
Ceccon, S., Garway-Heath, D., Crabb, D. and Tucker, A. (2010) 'Investigations of clinical metrics and anatomical expertise with Bayesian network models for classification in early glaucoma'.Workshop on Supervised and Unsupervised Ensemble Methods and Their Applications (SUEMA 2010), held at the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2010). Barcelona, Spain. 20 [unpublished]
Tucker, A., Swift, S., Counsell, S., Kent, S., Dickie, J., Liu, K. and et al. (2010) 'Data mining the millennium seedbank at Kew'.Workshop on Data Mining in Agriculture (DMA 2010) at the Industrial Conference on Data Mining (ICDM). Berlin/Germany. 14 ibai Publishing. pp. 85 - 94.
Tucker, A. and Garway-Heath, D. (2010) 'The pseudotemporal bootstrap for predicting glaucoma from cross-sectional visual field data.'. IEEE Trans Inf Technol Biomed, 14 (1). pp. 79 - 85. ISSN: 1558-0032 Open Access Link
Anvar, SY., 't Hoen, PA. and Tucker, A. (2010) 'The identification of informative genes from multiple datasets with increasing complexity'. BMC Bioinformatics, 11 (1). pp. 32 - 32. ISSN: 1471-2105 Open Access Link
Sheng, WG., Tucker, A. and Liu, XH. (2010) 'A niching genetic k-means algorithm and its applications to gene expression data'. Soft Computing - A Fusion of Foundations, Methodologies and Applications, 14 (1). pp. 9 - 19. ISSN: 1432-7643
Steele, E. and Tucker, A. (2009) 'Two-Way Grouping by One-Way Topic Models'. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). pp. 190 - 201. ISSN: 0302-9743
Li, X., Garway-Heath, D. and Tucker, A. (2009) 'Using pseudo time-series trajectories to explore disease regions in glaucoma'.Fourteenth Workshop on Intelligent Data Analysis in bioMedicine and Pharmacology (IDAMAP 2009)P. Verona, Italy. 19 [unpublished]
Cain, J., Counsell, S., Swift, S. and Tucker, A. (2009) 'An application of intelligent data analysis techniques to a large software engineering dataset'.8th International Symposium on Intelligent Data Analysis. Lyon, FRANCE. Springer. pp. 261 - 272. ISSN: 0302-9743
Peek, N., Combi, C. and Tucker, A. (2009) 'Biomedical data mining (Editorial)'. Methods of Information in Medicine, 48 (3). pp. 225 - 228. ISSN: 0026-1270
Steele, E. and Tucker, A. (2009) 'Selecting and weighting data for building consensus gene regulatory networks'.8th International Symposium on Intelligent Data Analysis. Lyon, FRANCE. Springer-Verlag. pp. 190 - 201. ISSN: 0302-9743
Steele, E., Tucker, A., 't Hoen, PAC. and Schuemie, MJ. (2009) 'Literature-based priors for gene regulatory networks'. Bioinformatics, 25 (14). pp. 1768 - 1774. ISSN: 1367-4803 Open Access Link
Wang, Z., Yang, F., Ho, DWC., Swift, S., Tucker, A. and Liu, X. (2008) 'Stochastic dynamic modelling of short gene expression time series data'. IEEE Transactions on Nanobioscience, 7 (1). pp. 44 - 55. ISSN: 1536-1241 Open Access Link
Steele, E. and Tucker, A. (2008) 'Consensus and meta-analysis regulatory networks for combining multiple microarray gene expression datasets'. Journal of Biomedical Informatics, 41 (6). pp. 914 - 926. ISSN: 1532-0464 Open Access Link
Peeling, E. and Tucker, A. (2007) 'Consensus gene regulatory networks: combining multiple microarray gene expression datasets'.3rd International Symposium on Computational Life Science. Utrecht, NETHERLANDS. AIP. pp. 38 - 49. ISSN: 0094-243X
Swift, S., Tucker, A. and Crampton, J. (2007) 'An improved restricted growth function genetic algorithm for the consensus clustering of retinal nerve fibre data'.The Genetic and Evolutionary Computation Conference (GECCO 2007). London, ENGLAND. ACM. pp. 2174 - 2181.
Swift, S., Tucker, A. and Hirsch, M. (2007) 'Improving the performance of consensus clustering through seeding: an application to visual field data'.The Intelligent Data Analysis in Biomedicine and Pharmacology Workshop (IDAMAP2007). [unpublished]
Peeling, E., Tucker, A. and 't Hoen, PAC. (2007) 'Discovery of local regulatory structure from microarray gene expression data using Bayesian networks'.Intelligent Data Analysis in Medicine and Pharmacology. [unpublished]
Tucker, A., Swift, S. and Crampton, J. (2007) 'Efficiency updates for the restricted growth function GA for grouping problems'.GECCO 2007 - the Genetic and Evolutionary Computation Conference. London, ENGLAND. ACM. pp. 1536.
Peeling, E. and Tucker, A. (2007) 'Making time: pseudo time-series for the temporal analysis of cross section data'.Lecture Notes in Computer Science (IDA 2007). Ljubljana, SLOVENIA. Springer Berlin Heidelberg. pp. 184 - 194. ISSN: 0302-9743
Hirsch, M., Tucker, A., Swift, S., Martin, N., Orengo, C., Kellam, P. and et al. (2006) 'Improved robustness in time series analysis of gene expression data by polynomial model based clustering'.The Second International Symposium on Computational Life Science (COMPLIFE'06). Cambridge, UK. 27 - 29 September. Springer. pp. 1 - 10. ISSN: 0302-9743 Open Access Link
Tucker, A., 't Hoen, PAC., Vinciotti, V. and Liu, X. (2006) 'Temporal Bayesian classifiers for modelling muscular dystrophy expression data'.6th International Symposium on Intelligent Data Analysis. Madrid, SPAIN. 29 - 10 September. IOS Press. pp. 441 - 455. ISSN: 1088-467X Open Access Link
Counsell, S., Swift, S., Tucker, A. and Mendes, E. (2006) 'Object-oriented cohesion subjectivity amongst experienced and novice developers: an empirical study'. ACM SIGSOFT Software Engineering Notes, 31 (5). pp. 1 - 10. ISSN: 0163-5948
Strouthidis, NG., Vinciotti, V., Tucker, AJ., Gardiner, SK., Crabb, DP. and Garway-Heath, DF. (2006) 'Structure and function in glaucoma: the relationship between a functional visual field map and an anatomic retinal map'. Investigative Opthalmology and Visual Science, 47 (12). pp. 5356 - 5362. ISSN: 0146-0404
Vinciotti, V., Tucker, A., Kellam, P. and Liu, X. (2006) 'The robust selection of predictive genes via a simple classifier'. Applied Bioinformatics, 5 (1). pp. 1 - 11. ISSN: 1175-5636 Open Access Link
Counsell, S., Swift, S., Tucker, A. and Mendes, E. (2005) 'Object-oriented cohesion as a surrogate of software comprehension: an empirical study'.5th IEEE International Workshop on Source Code Analysis and Manipulation (SCAM 2005). Budapest, HUNGARY. IEEE. pp. 161 - 169.Open Access Link
Tucker, A., Vinciotti, V., Liu, X. and Garway-Heath, D. (2005) 'A spatio-temporal Bayesian network classifier for understanding visual field deterioration'. Artificial Intelligence in Medicine, 34 (2). pp. 163 - 177. ISSN: 0933-3657 Open Access Link
Tucker, A., Vinciotti, V., 't Hoen, PAC. and Liu, X. (2005) 'Bayesian network classifiers for time series microarray data'.6th International Symposium on Intelligent Data Analysis (IDA-2005). Madrid, SPAIN. Springer Berlin Heidelberg. pp. 475 - 485. ISSN: 0302-9743 Open Access Link
Swift, S., Shi, A., Crampton, J. and Tucker, A. (2005) 'ICARUS: intelligent coupon allocation for retailers using search'.IEEE Congress on Evolutionary Computation (CEC-2005). Edinburgh, SCOTLAND. IEEE. pp. 182 - 189.Open Access Link
Tucker, A., Crampton, J. and Swift, S. (2005) 'RGFGA: an efficient representation and crossover for grouping genetic algorithms'. Evolutionary Computation, 13 (4). pp. 477 - 499. ISSN: 1063-6560 Open Access Link
Swift, S., Tucker, A., Vinciotti, V., Martin, N., Orengo, C., Liu, X. and et al. (2004) 'Consensus clustering and functional interpretation of gene-expression data'. Genome Biology, 5 (11). pp. R94 - R94. ISSN: 1465-6914 Open Access Link
Tucker, A., Vinciotti, V., Liu, X. and Garway-Heath, D. (2004) 'Bayesian networks to classify visual field data'.The Association for Research in Vision and Ophthalmology Annual Conference (ARVO 2004). Ft Lauderdale, FL. ASSOC RESEARCH VISION OPHTHALMOLOGY INC. pp. U782 - U782. ISSN: 0146-0404
Vinciotti, V., Tucker, A., Liu, X., Panteris, E. and Kellam, P. (2004) 'Identifying genes with high confidence from small samples'.Workshop on Data Mining in Functional Genomics and Proteomics: Current Trends and Future Directions at the European Conference in Artificial Intelligence (ECAI 2004). [unpublished]
Swift, S., Tucker, A. and Liu, X. (2004) 'An analysis of scalable methods for clustering high-dimensional gene expression data'. Annals of Mathematics, Computing and Teleinformatics, 1 (2). pp. 80 - 89.
Tucker, A. and Liu, X. (2004) 'A bayesian network approach to explaining time series with changing structure'. IOS Press. pp. 469 - 480. ISSN: 1088-467X Open Access Link
Sheng, W., Tucker, A. and Liu, X. (2004) 'Clustering with niching genetic k-means algorithm'.GECCO-2004 - the Genetic and Evolutionary Computation Conference. Seattle, WA. Springer Berlin Heidelberg. pp. 162 - 173. ISSN: 0302-9743 Open Access Link
Tucker, A., Garway-Heath, D. and Liu, X. (2003) 'Bayesian classification and forecasting of visual field deterioration'.The Ninth Workshop on Intelligent Data Analysis in Medicine and Pharmacology and Knowledge-Based Information Management in Anaesthesia and Intensive Care. [unpublished]