Simultaneous Gene Selection and Cancer Classification Using a Hybrid Intelligent Water Drop Approach.
Manish KumarShameek GhoshValadi K. JayaramanPatrick SiarryPublished in: PReMI (2013)
Keyphrases
- hybrid intelligent
- cancer classification
- gene selection
- microarray
- microarray data
- cancer diagnosis
- expert systems
- dna microarray
- gene expression data
- microarray gene expression data
- random forest
- colon cancer
- informative genes
- gene expression
- biologically relevant
- feature selection
- gene expression profiles
- gene expression datasets
- relevant genes
- microarray datasets
- support vector machine svm
- feature ranking
- high throughput
- machine learning methods
- selected genes
- experimental conditions
- data mining
- text classification
- support vector machine
- microarray analysis
- similarity measure