Extended versions of papers from a special session on ‘Application of machine learning in constructing biopatterns and analysing bioprofiles' at the 2008 International Conference on Machine Learning and Applications (ICMLA '08) held in San Diego, California, USA, 11-13 December 2008.
- Cancer profiles by affinity propagation
- Distance metric learning and support vector machines for classification of mass spectrometry proteomics data
- Error bounds of decision templates and support vector machines in decision fusion
- Image classification of artificial fingerprints using Gabor wavelet filters, self-organising maps and Hermite/Laguerre neural networks
- Evaluation of missing data imputation in longitudinal cohort studies in breast cancer survival
- Survival analysis in cancer using a partial logistic neural network model with Bayesian regularisation framework: a validation study
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