Boosting proportional hazards models using smoothing splines, with applications to high-dimensional microarray data.
Hongzhe LiYihui LuanPublished in: Bioinform. (2005)
Keyphrases
- microarray data
- high dimensional
- microarray
- gene expression data
- feature selection
- gene expression
- gene selection
- data sets
- meta analysis
- small sample size
- biologically relevant
- model selection
- low dimensional
- microarray gene expression data
- biological data
- differentially expressed genes
- microarray data analysis
- dna microarray data
- microarray classification
- gene regulatory networks
- high dimensionality
- support vector machine
- probabilistic model
- pattern recognition
- data mining
- microarray datasets
- cancer classification
- gene networks
- dna microarray
- dimensionality reduction
- biologically meaningful
- data warehouse
- small number of samples