SEND: A novel dissimilarity metric using ensemble properties of the feature space for clustering numerical data.
Gaurav MishraAmit Kumar KarAmaresh Chandra MishraSraban Kumar MohantyManoj Kumar PandaPublished in: Inf. Sci. (2021)
Keyphrases
- numerical data
- categorical data
- feature space
- dissimilarity measure
- numerical attributes
- symbolic data
- cluster analysis
- high dimensionality
- clustering method
- data points
- feature selection
- data sets
- numerical values
- distance metric
- training set
- metric learning
- distance measure
- classification accuracy
- clustering algorithm
- mean shift
- k means
- feature vectors
- similarity measure
- input space
- semi supervised
- distance function
- training data
- dissimilarity matrix
- ensemble methods
- information content
- spectral clustering
- data clustering
- dimensionality reduction
- feature extraction
- face recognition
- learning algorithm