A new heuristic possibilistic clustering algorithm for feature selection.
Janusz KacprzykJan W. OwsinskiDmitri A. ViattcheninPublished in: J. Autom. Mob. Robotics Intell. Syst. (2014)
Keyphrases
- feature selection
- clustering algorithm
- mutual information
- optimal solution
- forward selection
- text categorization
- machine learning
- selected features
- information gain
- high dimensionality
- text classification
- possibilistic clustering
- fuzzy c means
- fuzzy clustering
- feature space
- feature extraction
- dynamic programming
- dimensionality reduction
- classification accuracy
- unsupervised feature selection
- irrelevant features
- possibility theory
- multi task
- high dimensional
- unsupervised learning
- pairwise
- classification models
- feature set
- data clustering
- feature selection algorithms
- search algorithm
- packing problem
- clustering analysis
- combinatorial optimization
- clustering method
- support vector
- method for feature selection
- simulated annealing