Investigating the Efficacy of Nonlinear Dimensionality Reduction Schemes in Classifying Gene and Protein Expression Studies.
George LeeCarlos RodriguezAnant MadabhushiPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2008)
Keyphrases
- multi dimensional
- nonlinear dimensionality reduction
- manifold learning
- dimensionality reduction
- low dimensional
- high dimensional
- cis regulatory
- high dimensional data
- laplacian eigenmaps
- protein sequences
- gene expression
- dimensionality reduction methods
- microarray
- feature extraction
- genome wide
- machine learning
- pairwise