Developmental stage annotation of Drosophila gene expression pattern images via an entire solution path for LDA.
Jieping YeJianhui ChenRavi JanardanSudhir KumarPublished in: ACM Trans. Knowl. Discov. Data (2008)
Keyphrases
- gene expression pattern images
- solution path
- computational methods
- gene expression
- gene interactions
- linear discriminant analysis
- loss function
- microarray
- gene expression data
- computational approaches
- generative model
- face recognition
- genome wide
- dimensionality reduction
- regularization parameter
- gene regulatory networks
- feature extraction
- statistical methods
- piecewise linear
- convex programming
- feature space
- microarray data
- global minimum
- gene expression patterns
- machine learning
- principal component analysis
- high dimensional
- cross validation