Fuzzy system for classification of microarray data using a hybrid ant stem optimisation algorithm.
S. Arul Antran VijayPugalendhi GaneshKumarPublished in: Int. J. Adv. Intell. Paradigms (2021)
Keyphrases
- microarray data
- optimisation algorithm
- microarray data analysis
- ant colony
- feature selection
- microarray
- dna microarray data
- gene expression
- microarray datasets
- gene selection
- small number of samples
- cancer classification
- gene expression profiles
- dna microarray
- ovarian cancer
- machine learning
- support vector machine
- feature space
- decision trees
- microarray analysis
- data sets
- gene expression microarray data
- gene expression data
- text classification
- high dimensionality
- cluster analysis
- support vector machine svm
- optimisation problems
- pattern recognition
- feature extraction
- high throughput
- ant colony optimization
- high dimensional
- training samples
- supervised learning
- object oriented
- fuzzy logic
- similarity measure