10 November 2009

Special issue: Machine learning in biomedicine and bioinformatics

International Journal of Data Mining and Bioinformatics 3(4) 2009

Extended version of papers presented at a workshop on ‘Machine Learning in Biomedicine and Bioinformatics' at the Sixth International Conference on Machine Learning and Applications (ICMLA 2007) held in Cincinnati, Ohio, USA, 13-15 Dec. 2007.
  • Biomarker identification by knowledge-driven multilevel ICA and motif analysis
  • Logistic ensembles of Random Spherical Linear Oracles for microarray classification
  • Gene identification and survival prediction with Lp Cox regression and novel similarity measure
  • An analysis pipeline for the inference of protein-protein interaction networks
  • A technique to search for functional similarities in protein-protein interaction networks
  • Refinement of under-determined loops of Human Prion Protein by database-derived distance constraints
  • PRTAD: A database for protein residue torsion angle distributions

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