Adaptive discriminant analysis for microarray-based classification.
Yijuan LuQi TianJennifer L. NearyFeng LiuYufeng WangPublished in: ACM Trans. Knowl. Discov. Data (2008)
Keyphrases
- discriminant analysis
- microarray
- microarray analysis
- microarray expression data
- feature extraction
- gene expression
- high dimensionality
- gene expression analysis
- cancer classification
- discriminant functions
- microarray data analysis
- linear discriminant analysis
- gene expression data
- high throughput
- gene expression profiles
- microarray data
- fisher criterion
- face recognition
- microarray datasets
- discriminant subspace
- colon cancer
- gene selection
- gene expression microarray data
- kernel discriminant analysis
- gene ontology
- pattern recognition
- cancer diagnosis
- gene expression profiling
- gene expression data sets
- feature selection
- dna microarray
- cluster analysis
- gene expression datasets
- support vector
- feature space
- feature vectors
- dimension reduction
- principal component analysis
- classification accuracy
- microarray images
- support vector machine
- machine learning
- small sample size
- decision trees
- dimensionality reduction
- unsupervised learning
- computer vision
- image classification
- input data
- neural network