Identification of Schizophrenia-Associated Gene Polymorphisms Using Hybrid Filtering Feature Selection with Structural Information.
Yingying WangZichun ZengYunpeng CaiPublished in: HIS (2015)
Keyphrases
- structural information
- feature selection
- gene expression data
- candidate genes
- gene selection
- microarray
- structural similarity
- text categorization
- gene expression
- microarray datasets
- high dimensionality
- cancer classification
- feature extraction
- medical images
- structural features
- dna microarray
- microarray data
- feature set
- classification accuracy
- global information
- machine learning
- topological information
- single nucleotide polymorphisms
- semantic information
- mutual information
- domain knowledge
- feature selection algorithms
- database
- high throughput