If you are interested by categorical data clustering, I am glad to announce that a new and up-to-date survey paper named “Categorical data clustering: 25 years beyond K-modes” will appear on this topic in the Expert Systems with Applications journal.
I am glad to have participated as co-author to this paper, which is the project of Prof. Tai Dinh, the main author. The survey paper provides an extensive coverage of categorical clustering, which includes for example algorithms such as k-means and others. There is also a Github repository with code that can be found in the paper.
The final version of the paper will be published soon by the journal. But you can already read the preprint version on Arxiv at this link: https://arxiv.org/abs/2408.17244
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