Items where Research Group is "Data Science and AI

A

Abanumy, A and Mayhew, P (2007) Government-to-Citizens Relationship: Evaluating the Quality of Information on Saudi Ministries' Websites. In: 7th European Conference on e-Government, 2007-06-21 - 2007-06-22.

B

Bagnall, Anthony, Moxon, Simon ORCID: https://orcid.org/0000-0003-4644-1816 and Studholme, David (2007) Time Series Data Mining Algorithms for Identifying Short RNA in Arabidopsis thaliana. Working Paper. University of East Anglia.

Bagnall, Anthony J., Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095, Whittley, Ian M., Bull, Larry, Studley, Matthew, Pettipher, Mike and Tekiner, F. (2007) Super computer heterogeneous classifier meta-ensembles. International Journal of Data Warehousing and Mining (IJDWM), 3 (2). pp. 67-82. ISSN 1548-3924

Bian, S. and Wang, W. (2007) Ensemble Classification System Implementation for Biomedical Data. In: Life Science Data Mining. Science, Engineering, and Biology Informatics, 2 . World Science Publishers, pp. 239-256. ISBN 978-981-270-064-3

Bian, Shun and Wang, Wenjia (2007) On diversity and accuracy of homogeneous and heterogeneous ensembles. International Journal of Hybrid Intelligent Systems, 4 (2). pp. 103-128. ISSN 1448-5869

Bull, Larry, Studley, Matthew, Bagnall, Anthony J. and Whittley, Ian M. (2007) Learning classifier system ensembles with rule-sharing. IEEE Transactions on Evolutionary Computation, 11 (4). pp. 496-502. ISSN 1089-778X

C

Carpenter, Iain, Bobby, Jacqui, Kulinskaya, Elena and Seymour, Gwyn (2007) People admitted to hospital with physical disability have increased length of stay: implications for diagnosis related group re-imbursement in England. Age and Ageing, 36 (1). pp. 73-78. ISSN 0002-0729

Cawley, G. C. ORCID: https://orcid.org/0000-0002-4118-9095 (2007) Model selection for kernel probit regression. In: European Symposium on Artificial Neural Networks, 2007-04-25 - 2007-04-27.

Cawley, G. C. ORCID: https://orcid.org/0000-0002-4118-9095, Talbot, N. L. C. and Girolami, M. (2007) Sparse multinomial logistic regression via Bayesian L1 regularisation. In: Advances in Neural Information Processing Systems. MIT Press, pp. 209-216. ISBN 9780262195683

Cawley, Gavin C ORCID: https://orcid.org/0000-0002-4118-9095 and Talbot, Nicola L. C (2007) Agnostic learning versus prior knowledge in the design of kernel machines. In: IEEE/INNS International Joint Conference on Neural Networks, 2007-08-12 - 2007-08-17.

Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095, Janacek, Gareth J., Haylock, Malcolm R. and Dorling, Stephen R. (2007) Predictive uncertainty in environmental modelling. In: Neural Networks. Elsevier, pp. 537-549.

Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095, Janacek, Gareth J. and Talbot, Nicola L. C. (2007) Generalised Kernel Machines. In: IEEE/INNS International Joint Conference on Neural Networks, 2007-08-12 - 2007-08-17.

Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095 and Talbot, Nicola L. C. (2007) Preventing over-fitting during model selection via Bayesian regularisation of the hyper-parameters. Journal of Machine Learning Research, 8. pp. 841-861. ISSN 1533-7928

Crawford, M. J., Thomas, O., Khan, N. and Kulinskaya, E. (2007) Psychosocial interventions for self-harm - Author's reply. The British Journal of Psychiatry, 191. p. 360. ISSN 0007-1250

Crawford, Mike J., Thomas, Olivia, Khan, Nusrat and Kulinskaya, Elena (2007) Psychosocial interventions following deliberate self-harm: systematic review of their efficacy in preventing suicide. The British Journal of Psychiatry, 190. pp. 11-17. ISSN 0007-1250

D

de la Iglesia, Beatriz ORCID: https://orcid.org/0000-0003-2675-5826 (2007) Application of multi-objective metaheuristic algorithms in data mining. Expert Update, 9 (3). p. 41. ISSN 1465-4091

G

Gardiner, Helena M., Belmar, Cristian, Pasquini, Lucia, Seale, Anna, Thomas, Matthew, Dennes, William, Taylor, Myles J. O., Kulinskaya, Elena and Wimalasundera, Ruwan (2007) Fetal ECG: a novel predictor of atrioventricular block in anti-Ro positive pregnancies. Heart, 93 (11). 1454 -1460. ISSN 1355-6037

Guile, Geoffrey R. and Wang, Wenjia (2007) Enhancing Boosting by Feature Non-Replacement for Microarray Data Analysis. In: 2007 International Joint Conference on Neural Networks, 2007-08-12 - 2007-08-17.

Guyon, Isabelle, Saffari, Amir, Dror, Gideon and Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095 (2007) Agnostic learning vs. prior knowledge challenge. In: IEEE/INNS International Joint Conference on Neural Networks, 2007-08-12 - 2007-08-17.

J

Jiang, Jie, Sarwar, Naveed, Peston, David, Kulinskaya, Elena, Shousha, Sami, Coombes, R. Charles and Ali, Simak (2007) Phosphorylation of estrogen receptor-α at serine 167 is indicative of longer disease-free and overall survival in breast cancer patients. Clinical Cancer Research, 13 (19). pp. 5769-5776. ISSN 1078-0432

K

Kulinskaya, Elena and Dollinger, Michael B. (2007) Robust weighted one-way ANOVA: Improved approximation and efficiency. Journal of Statistical Planning and Inference, 137 (2). pp. 462-472. ISSN 0378-3758

Kulinskaya, Elena and Staudte, Robert G. (2007) Confidence intervals for the standardized effect arising in comparisons of two normal populations. Statistics in Medicine, 26 (14). pp. 2853-2871. ISSN 0277-6715

L

Lai, H. K., Jantunen, M. J., Künzli, N., Kulinskaya, E., Colvile, R. and Nieuwenhuijsen, M. J. (2007) Determinants of indoor benzene in Europe. Atmospheric Environment, 41 (39). pp. 9128-9135. ISSN 1352-2310

R

Reynolds, Alan P. and de la Iglesia, Beatriz ORCID: https://orcid.org/0000-0003-2675-5826 (2007) Managing Population Diversity Through the Use of Weighted Objectives and Modified Dominance: An Example from Data Mining. In: 2007 IEEE Symposium on Computational Intelligence in Multicriteria Decision-Making, 2007-04-01 - 2007-04-05.

Reynolds, Alan P. and de la Iglesia, Beatriz ORCID: https://orcid.org/0000-0003-2675-5826 (2007) Rule Induction for Classification Using Multi-Objective Genetic Programming. In: Evolutionary Multi-Criterion Optimization 4th International Conference (EMO 2007), 2007-01-01.

S

Saadi, Kamel, Talbot, Nicola L. C. and Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095 (2007) Optimally regularised kernal Fisher discriminant classification. Neural Networks, 20 (7). pp. 832-841. ISSN 0893-6080

W

Wang, Wenjia (2007) Diversity and Accuracy of Data Mining Ensemble. In: Life Science Data Mining. Science, Engineering, and Biology Informatics, 2 . World Science Publishers, pp. 47-72. ISBN 978-981-270-064-3

Y

Young, A., Koduri, G., Batley, M., Kulinskaya, E, Gough, A, Norton, S. and Dixey, J. and Early Rheumatoid Arthritis Study (ERAS) group (2007) Mortality in rheumatoid arthritis. Increased in the early course of disease, in ischaemic heart disease and in pulmonary fibrosis. Rheumatology, 46 (2). pp. 350-357. ISSN 1462-0324