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Attribute Value Weighting in K-Modes Clustering


Jan 03, 2007
Zengyou He, Xaiofei Xu, Shengchun Deng

* 15 pages 

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K-ANMI: A Mutual Information Based Clustering Algorithm for Categorical Data


Nov 03, 2005
Zengyou He, Xiaofei Xu, Shengchun Deng

* 18 pages 

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K-Histograms: An Efficient Clustering Algorithm for Categorical Dataset


Sep 13, 2005
Zengyou He, Xiaofei Xu, Shengchun Deng, Bin Dong

* 11 pages 

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Clustering Mixed Numeric and Categorical Data: A Cluster Ensemble Approach


Sep 05, 2005
Zengyou He, Xiaofei Xu, Shengchun Deng

* 14 pages 

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A Fast Greedy Algorithm for Outlier Mining


Jul 27, 2005
Zengyou He, Xiaofei Xu, Shengchun Deng

* 11 pages 

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A Unified Subspace Outlier Ensemble Framework for Outlier Detection in High Dimensional Spaces


May 24, 2005
Zengyou He, Xiaofei Xu, Shengchun Deng

* 17 pages 

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An Optimization Model for Outlier Detection in Categorical Data


Mar 29, 2005
Zengyou He, Xiaofei Xu, Shengchun Deng

* 12 pages 

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Data Mining for Actionable Knowledge: A Survey


Jan 27, 2005
Zengyou He, Xiaofei Xu, Shengchun Deng

* 11 pages 

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Clustering Categorical Data Streams


Dec 13, 2004
Zengyou He, Xiaofei Xu, Shengchun Deng, Joshua Zhexue Huang

* 23 pages. To Appear in Journal of Computational Methods on Science and Engineering(JCMSE) 

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A Link Clustering Based Approach for Clustering Categorical Data


Dec 04, 2004
Zengyou He, Xiaofei Xu, Shengchun Deng

* A poster paper in Proc. of WAIM 2004 
* 10 pages 

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Modeling Complex Higher Order Patterns


Dec 04, 2004
Zengyou He, Xiaofei Xu, Shengchun Deng

* 11 pages 

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A FP-Tree Based Approach for Mining All Strongly Correlated Pairs without Candidate Generation


Nov 12, 2004
Zengyou He, Xiaofei Xu, Shengchun Deng


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