A Novel Clustering Analysis Based on PCA and SOMs for Gene Expression Patterns.
Hong-Qiang WangDe-Shuang HuangXing-Ming ZhaoXin HuangPublished in: ISNN (2) (2004)
Keyphrases
- clustering analysis
- gene expression patterns
- gene expression profiles
- microarray
- gene expression
- principal component analysis
- self organizing maps
- k means
- gene expression data
- microarray data
- cluster analysis
- fuzzy clustering
- high throughput
- gene ontology
- clustering method
- clustering algorithm
- biological processes
- dimensionality reduction
- regulatory networks
- feature extraction
- data clustering
- gene expression analysis
- molecular biology
- genomic data
- dna microarray
- feature space
- high dimensionality
- high dimensional
- anomaly detection
- face recognition
- data mining
- neural network
- unsupervised learning
- low dimensional
- binding sites
- gene selection
- linear discriminant analysis
- knowledge discovery