Feature Selection for Clustering - A Filter Solution.
Manoranjan DashKiseok ChoiPeter ScheuermannHuan LiuPublished in: ICDM (2002)
Keyphrases
- feature selection
- clustering method
- unsupervised feature selection
- clustering algorithm
- mutual information
- k means
- feature extraction
- optimal solution
- high dimensionality
- unsupervised learning
- hierarchical clustering
- support vector
- self organizing maps
- cluster analysis
- spectral clustering
- outlier detection
- microarray data
- data pre processing
- neural network
- high dimensional data
- text categorization
- anomaly detection
- support vector machine
- classification accuracy
- high dimensional
- feature space
- similarity measure
- genetic algorithm
- data mining