Initial seed selection for K-modes clustering - A distance and density based approach.
Sajidha Syed AzimuddinSiddha Prabhu ChodnekarKalyani DesikanPublished in: J. King Saud Univ. Comput. Inf. Sci. (2021)
Keyphrases
- seed selection
- cluster centroids
- distance metric
- distance function
- clustering algorithm
- region growing
- euclidean distance
- clustering method
- density based clustering algorithm
- k means
- hierarchical clustering
- data points
- data clustering
- dissimilarity measure
- outlier detection
- arbitrary shape
- inter cluster
- categorical data
- unsupervised learning
- nearest neighbor
- website
- intra cluster
- affinity measure
- data sets
- cluster analysis
- information theoretic
- high dimensional data
- mixture model
- probability distribution
- high dimensional
- data mining