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

Article

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, 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

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

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

Book Section

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

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

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

Conference or Workshop Item

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, 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. and Talbot, Nicola L. C. (2007) Generalised Kernel Machines. In: IEEE/INNS International Joint Conference on Neural Networks, 2007-08-12 - 2007-08-17.

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.