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Both k-means and k-medoids algorithms can perform effective clustering. (a) Explain the strength and weakness of k-means in comparison with the k-medoids algorithm. (b) Explain the strength and weakness of Partition clustering scheme in comparison with a hierarchical clustering scheme (such as AGNES).

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