Genetic Algorithm for the Mutual Information-Based Feature Selection in Univariate Time Series Data.
Umair F. SiddiqiSadiq M. SaitOkyay KaynakPublished in: IEEE Access (2020)
Keyphrases
- genetic algorithm
- feature selection
- mutual information
- multivariate time series
- text categorization
- feature selection and classifier
- image registration
- information gain
- simulated annealing
- feature selection algorithms
- parameter optimization
- genetic algorithm ga
- machine learning
- multi objective
- classification accuracy
- fitness function
- irrelevant features
- unsupervised feature selection
- selected features
- method for feature selection
- dimension reduction
- microarray data
- feature set
- multi class
- genetic programming
- text classification
- decision trees
- population size
- feature extraction
- support vector machine
- evolutionary algorithm
- artificial neural networks
- feature space
- model selection
- feature ranking
- pattern discovery
- gene expression data
- high dimensionality
- ant colony optimization
- anomaly detection
- neural network
- support vector
- data mining