I am a research scholar in data mining. I'm interested in C# implementation of K-Means clustering algorithm for mixed numeric and categorical data.
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The solution is described here: K-Means clustering for mixed numeric and categorical data
C# implementation can be found in ALGLIB library, which I strongly recommend: http://www.alglib.net/translator/man/manual.csharp.html#gs_packages