Discriminant Projection Shared Dictionary Learning for Classification of Tumors Using Gene Expression Data.
Shaoliang PengYaning YangWei LiuFei LiXiangke LiaoPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2021)
Keyphrases
- dictionary learning
- gene expression data
- sparse representation
- discriminant projection
- tissue samples
- gene expression
- high dimensionality
- sparse coding
- microarray
- gene expression analysis
- gene expression profiles
- cancer classification
- cancer diagnosis
- microarray data
- high dimensional data
- dna microarray
- feature selection
- data sets
- classification accuracy
- dimensionality reduction
- feature extraction
- feature space
- gene selection
- dimension reduction
- neural network
- decision trees
- face recognition
- dimensionality reduction methods
- support vector
- discriminant analysis
- supervised learning
- support vector machine svm
- text classification
- pattern recognition
- low dimensional
- high dimensional
- feature vectors
- database
- image processing
- unsupervised learning