This article presents a technique for clustering mixed categorical and numeric data using standard k-means clustering implemented using the C# language. Briefly, the source mixed data is preprocessed ...

Numerical and Categorical Attributes Data Clustering Using K-Modes and Fuzzy K-Modes Most of the existing clustering approaches are applicable to purely numerical or categorical data only, but not ...

For example, I passed the encoded and normalized data to the scikit-learn Python language KMeans module and got identical results as the C# KMeans implementation presented in this article. The ...