k-ANMI: A mutual information based clustering algorithm for categorical data

Extensions to the k-Means Algorithm for Clustering Large Data Sets with Categorical Values

Zhexue Huang · Data Mining and Knowledge Discovery · 1998 · 2.5K citations

Computing, Computer Science, Data Science +16

UCI Repository of Machine Learning Databases

Christopher J. Merz · Medical Entomology and Zoology · 1996 · 2.3K citations

Computing, Computer Science, Data Mining +9

Rock: A robust clustering algorithm for categorical attributes

Sudipto Guha, Rajeev Rastogi, Kyuseok Shim · Information Systems · 2000 · 1.5K citations

Computing, Computer Science, Data Science +15

Discretization: An Enabling Technique

Huan Liu, Farhad Hussain, Chew Lim Tan et al. · Data Mining and Knowledge Discovery · 2002 · 979 citations

Computing, Computational Engineering, Computer Science +12

A Fast Clustering Algorithm to Cluster Very Large Categorical Data Sets in Data Mining.

Zhexue Huang · 1997 · 551 citations

Computing, Computer Science, Categorical Data Analysis +10