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CLIQUE: The Major Steps
- Partition the data space and find the number of points that lie inside each cell of the partition.
- Identify the subspaces that contain clusters using the Apriori principle
- Identify clusters
- Determine dense units in all subspaces of interests
- Determine connected dense units in all subspaces of interests.
- Generate minimal description for the clusters
- Determine maximal regions that cover a cluster of connected dense units for each cluster
- Determination of minimal cover for each cluster
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