Mining classification rules for gene expression data using enhanced quickreduct fuzzy-rough feature selection and ant colony optimisation.
Chinnanambalam Ponniah ChandranGurusamy ArumugamPublished in: Int. J. Granul. Comput. Rough Sets Intell. Syst. (2012)
Keyphrases
- gene expression data
- ant miner
- classification rules
- ant colony optimisation
- feature selection
- rule discovery
- gene expression
- microarray data
- high dimensionality
- data mining algorithms
- microarray
- genetic programming
- decision trees
- ant colony
- association rules
- gene selection
- data sets
- subgroup discovery
- nearest neighbor
- pattern mining
- knowledge discovery
- rule sets
- association rule mining
- classification algorithm
- high dimensional data
- data mining
- machine learning
- text classification
- data mining techniques
- sequential patterns
- high dimensional
- interestingness measures
- pattern discovery
- feature space
- frequent itemsets
- classification accuracy
- fuzzy rules
- itemsets
- text categorization
- frequent patterns
- expert systems
- ant colony algorithm
- support vector
- text mining
- dimensionality reduction
- preprocessing
- feature extraction
- ant colony optimization algorithm
- ant colony optimization
- neural network