New dimensionality reduction methods for the representation of high dimensional ‘omics’ data

Which missing value imputation method to use in expression profiles: a comparative study and two selection schemes

(2009) Guy N Brock et al.   BMC BIOINFORMATICS

Molecular dynamics multidimensional scaling

(2009) M. Andrecut   PHYSICS LETTERS A

IgG Autoantibody to Brain Beta Tubulin III Associated with Cytokine Cluster-II Discriminate Cerebral Malaria in Central India

(2009) Devendra Bansal et al.   PLoS One

Multidimensional scaling for large genomic data sets

(2008) Jengnan Tzeng et al.   BMC BIOINFORMATICS

Principal components analysis based methodology to identify differentially expressed genes in time-course microarray data

(2008) Sudhakar Jonnalagadda et al.   BMC BIOINFORMATICS

A comprehensive functional analysis of tissue specificity of human gene expression

(2008) Zoltan Dezso et al.   BMC BIOLOGY

Feature context-dependency and complexity-reduction in probability landscapes for integrative genomics.

(2008) Annick Lesne et al.   Theoretical Biology and Medical Modelling