Kernel based gene expression pattern discovery and its application on cancer classification.
Ruichu CaiZhifeng HaoWen WenHan HuangPublished in: Neurocomputing (2010)
Keyphrases
- pattern discovery
- gene expression
- cancer classification
- microarray
- gene expression data
- gene selection
- microarray data
- gene expression profiles
- colon cancer
- cancer diagnosis
- analysis of gene expression
- pattern mining
- high throughput
- association rule mining
- gene expression patterns
- gene ontology
- data mining
- sequential patterns
- data analysis
- dna microarray
- random forest
- biological networks
- microarray datasets
- binding sites
- high dimensionality
- gene expression analysis
- regulatory networks
- support vector machine
- graph mining
- biological processes
- motif discovery
- molecular biology
- gene regulatory networks
- feature selection
- real world
- machine learning
- gene sets
- transcription factors
- machine learning methods