58 citations · 211 across the 12 of their papers we have counts for
Showing 2005 · cs.AIShow all
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cs.AI2005
K-ANMI: A Mutual Information Based Clustering Algorithm for Categorical Data
Zengyou He, Xiaofei Xu, Shengchun Deng
Clustering categorical data is an integral part of data mining and has attracted much attention recently. In this paper, we present k-ANMI, a new efficient algorithm for clustering…
cs.AI2005★ 31 cited
K-Histograms: An Efficient Clustering Algorithm for Categorical Dataset
Zengyou He, Xiaofei Xu, Shengchun Deng +1
Clustering categorical data is an integral part of data mining and has attracted much attention recently. In this paper, we present k-histogram, a new efficient algorithm for clust…
cs.AI2005★ 52 cited
Clustering Mixed Numeric and Categorical Data: A Cluster Ensemble Approach
Zengyou He, Xiaofei Xu, Shengchun Deng
Clustering is a widely used technique in data mining applications for discovering patterns in underlying data. Most traditional clustering algorithms are limited to handling datase…