Bisecting K-Modes initializes K-Modes clustering via hierarchical splitting and shows promising speed and quality on large categorical datasets, but the experimental validation is limited.
Extensions to the k-means algorithm for clustering large data sets with categorical values
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Fast Clustering of Categorical Big Data
Bisecting K-Modes initializes K-Modes clustering via hierarchical splitting and shows promising speed and quality on large categorical datasets, but the experimental validation is limited.