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PAM (Partitioning Around Medoids) (1987)
- PAM (Kaufman and Rousseeuw, 1987), built in Splus
- Use real object to represent the cluster
- Select k representative objects arbitrarily
- For each pair of non-selected object h and selected object i, calculate the total swapping cost TCih
- For each pair of i and h,
- If TCih < 0, i is replaced by h
- Then assign each non-selected object to the most similar representative object
- repeat steps 2-3 until there is no change
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