4 October 2012

Special issue: Data mining for high throughput data from genome-wide association studies

International Journal of Data Mining and Bioinformatics 6(5) 2012

Papers from the Workshop on data mining for high throughput data from genome-wide association studies held at the IEEE International Conference on Bioinformatics & Biomedicine (BIBM2010) held in Hong Kong, 18-21 December 2010.
  • Support Vector Machines with L1 penalty for detecting gene-gene interactions
  • cuGWAM: Genome-wide Association Multifactor Dimensionality reduction using CUDA-enabled high-performance graphics processing unit
  • Multilocus association analysis under polygenic models
  • Unbalanced sample size effect on genome-wide population differentiation studies
  • Pattern discovery of multivariate phenotypes by Association Rule Mining and its scheme for Genome-Wide Association Studies
  • Selecting SNPs for pharmacogenomic association study
  • A 2-phased approach for detecting multiple loci associations with traits
  • Predicting linear B-cell epitopes by using sequence-derived structural and physicochemical features

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