Misaligned Principal Components Analysis: Application to gene expression time series analysis.
Arnau Tibau PuigAmi WieselRaj Rao NadakuditiAlfred O. Hero IIIPublished in: ACSCC (2011)
Keyphrases
- gene expression
- principal components analysis
- microarray
- gene expression data
- gene expression data analysis
- gene expression patterns
- microarray data
- differentially expressed genes
- functional genomics
- biological processes
- high dimensionality
- covariance matrix
- dimensionality reduction
- regulatory networks
- knn
- objective function
- decision trees
- machine learning