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Xiaofeng He

Papers on DiSC'03


Cluster merging and splitting in hierarchical clustering algorithms

Adaptive dimension reduction for clustering high dimensional data

PageRank, HITS and a unified framework for link analysis

Publications


Note: Links lead to the DBLP on the Web.

Xiaofeng He

9 Chris H. Q. Ding , Xiaofeng He: Cluster merging and splitting in hierarchical clustering algorithms. ICDM 2002 : 139-146

8 Chris H. Q. Ding , Xiaofeng He, Hongyuan Zha , Horst D. Simon : Adaptive dimension reduction for clustering high dimensional data. ICDM 2002 : 147-154

7 Chris H. Q. Ding , Xiaofeng He, Hongyuan Zha , Horst D. Simon : Unsupervised Learning: Self-aggregation in Scaled Principal Component Space. PKDD 2002 : 112-124

6 Chris H. Q. Ding , Xiaofeng He, Parry Husbands , Hongyuan Zha , Horst D. Simon : PageRank, HITS and a unified framework for link analysis. SIGIR 2002 : 353-354

5 Hongyuan Zha , Xiaofeng He, Chris H. Q. Ding , Ming Gu , Horst D. Simon : Bipartite Graph Partitioning and Data Clustering. CIKM 2001 : 25-32

4 Chris H. Q. Ding , Xiaofeng He, Hongyuan Zha , Ming Gu , Horst D. Simon : A Min-max Cut Algorithm for Graph Partitioning and Data Clustering. ICDM 2001 : 107-114

3 Xiaofeng He, Chris H. Q. Ding , Hongyuan Zha , Horst D. Simon : Automatic Topic Identification Using Webpage Clustering. ICDM 2001 : 195-202

2 Chris H. Q. Ding , Xiaofeng He, Hongyuan Zha : A spectral method to separate disconnected and nearly-disconnected web graph components. KDD 2001 : 275-280

1 Hongyuan Zha , Xiaofeng He, Chris H. Q. Ding , Ming Gu , Horst D. Simon : Spectral Relaxation for K-means Clustering. NIPS 2001 : 1057-1064




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