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Re:Introduction to K-Means Clustering by thesz on Tuesday March 15, 2022 @01:48PM (#30688483)
It is not necessarily the case.

For example, word2vec uses k-means clustering using cosine similarity measure [1]. It works very, very well. The caveat is not many optimization variations of k-means will work with that "distance".

[1] https://github.com/tmikolov/word2vec/blob/master/word2vec.c#...

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