Novel dynamic k-modes clustering of categorical and non categorical dataset with optimized genetic algorithm based feature selection.
G. Surya NarayanaL. N. C. Prakash KP. C. Senthil MaheshT. BhaskarPublished in: Multim. Tools Appl. (2022)
Keyphrases
- categorical data
- feature selection
- cluster analysis
- clustering algorithm
- clustering method
- numerical data
- attribute values
- feature set
- high dimensionality
- synthetic datasets
- numerical values
- unsupervised feature selection
- support vector
- dynamic environments
- multi class
- data clustering
- high dimensional datasets
- k means
- machine learning
- neural network
- categorical attributes
- high dimensional data
- mutual information
- classification accuracy
- missing values
- information theoretic
- document clustering
- information gain
- text categorization
- dimensionality reduction
- feature extraction
- genetic algorithm
- data mining