Items where Research Group is "Machine learning in computational biology (former - to 2018)

Article

Bescoby, David J., Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095 and Chroston, P. Neil (2006) Enhanced interpretation of magnetic survey data from archaeological sites using artificial neural networks. Geophysics, 71 (5). pp. 45-53. ISSN 1942-2156

Cawley, G. C. ORCID: https://orcid.org/0000-0002-4118-9095, Talbot, N. L. C., Janacek, G. J. and Peck, M. W. (2006) Sparse Bayesian kernel survival analysis for modeling the growth domain of microbial pathogens. IEEE Transactions on Neural Networks, 17 (2). pp. 471-481. ISSN 1045-9227

Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095 and Talbot, Nicola L. C. (2006) Gene selection in cancer classification using sparse logistic regression with Bayesian regularisation. Bioinformatics, 22 (19). pp. 2348-2355. ISSN 1367-4803

Guile, G., Rae, S., Young, A. and Wang, W. (2006) What can we learn from follow-up DEXA scans? Osteoporosis International, 17 (4). p. 422. ISSN 0937-941X

Haylock, Malcolm R., Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095, Harpham, Colin, Wilby, Rob L. and Goodess, Clare M. ORCID: https://orcid.org/0000-0002-7462-4479 (2006) Downscaling heavy precipitation over the United Kingdom: A comparison of dynamical and statistical methods and their future scenarios. International Journal of Climatology, 26 (10). pp. 1397-1415. ISSN 1097-0088

Li, Yunhai, Lee, Kee Khoon, Walsh, Sean, Smith, Caroline, Hadingham, Sophie, Sorefan, Karim, Cawley, Gavin C. ORCID: https://orcid.org/0000-0002-4118-9095 and Bevan, Michael W. (2006) Establishing glucose- and ABA-regulated transcription networks in Arabidopsis by microarray analysis and promoter classification using a Relevance Vector Machine. Genome Research, 16 (3). pp. 414-427. ISSN 1088-9051

Richards, G., Brazier, K. J. and Wang, W. (2006) Feature salience definition and estimation and its use in feature subset selection. Intelligent Data Analysis, 10 (1). pp. 3-21. ISSN 1088-467X

Wang, W., Rae, S. and Richards, G. (2006) Hybrid Data Mining Ensemble for Identifying Osteoporosis Risk Factors and Likelihood. Osteoporosis International, 17. p. 409. ISSN 0937-941X

Conference or Workshop Item

Bian, S. and Wang, W. (2006) Investigation on Diversity in Homogeneous and Heterogeneous Ensembles. In: 2006 International Joint Conference on Neural Networks, 2007-07-16 - 2007-07-21.

Cawley, G. C. ORCID: https://orcid.org/0000-0002-4118-9095 (2006) Leave-One-Out Cross-Validation Based Model Selection Criteria for Weighted LS-SVMs. In: 2006 International Joint Conference on Neural Networks, 2007-07-16 - 2007-07-21.

Richards, G. and Wang, W. (2006) Investigations on the Characteristics of Random Decision Tree Ensembles. In: International Joint Conference on Neural Networks, 2006-07-16 - 2006-07-21.