Improved Swarm Intelligence Optimization Model with Mutual Information Estimation for Feature Selection in Microarray Bioinformatics Datasets for Diseases Diagnosis.
Peddarapu Rama KrishnaPothuraju RajarajeswariPublished in: Int. J. Fuzzy Log. Intell. Syst. (2023)
Keyphrases
- swarm intelligence
- optimization model
- mutual information
- microarray
- feature selection
- microarray datasets
- microarray data
- gene expression analysis
- gene expression data
- gene expression microarray data
- gene expression datasets
- gene expression
- high throughput
- experimental conditions
- gene expression data sets
- cancer diagnosis
- molecular biology
- gene selection
- ant colony optimization
- microarray technology
- microarray data analysis
- high dimensionality
- gene expression profiles
- information theoretic
- high throughput technologies
- optimization process
- cancer classification
- biological data
- feature selection algorithms
- particle swarm optimization pso
- information gain
- particle swarm optimization
- evolutionary computation
- machine learning
- computational intelligence
- text categorization
- data mining
- gene ontology
- feature ranking
- gene networks
- image registration
- systems biology
- similarity measure
- data sets
- theoretical and empirical study
- dna microarray
- feature set
- feature space
- traditional chinese medicine
- computational biology
- feature subset