| 2009 |
28 | | Xiaofeng He,
Lei Duan,
Yiping Zhou,
Byron Dom:
Threshold selection for web-page classification with highly skewed class distribution.
WWW 2009: 1081-1082 |
| 2007 |
27 | | Aoying Zhou,
Feng Cao,
Ying Yan,
Chaofeng Sha,
Xiaofeng He:
Distributed Data Stream Clustering: A Fast EM-based Approach.
ICDE 2007: 736-745 |
| 2006 |
26 | | Chris H. Q. Ding,
Ding Zhou,
Xiaofeng He,
Hongyuan Zha:
R1-PCA: rotational invariant L1-norm principal component analysis for robust subspace factorization.
ICML 2006: 281-288 |
25 | | Chris H. Q. Ding,
Xiaofeng He,
Hui Xiong,
Hanchuan Peng,
Stephen R. Holbrook:
Transitive closure and metric inequality of weighted graphs: detecting protein interaction modules using cliques.
IJDMB 1(2): 162-177 (2006) |
| 2005 |
24 | | Chris H. Q. Ding,
Xiaofeng He,
Horst D. Simon:
Nonnegative Lagrangian Relaxation of K-Means and Spectral Clustering.
ECML 2005: 530-538 |
23 | | Chris H. Q. Ding,
Xiaofeng He:
Cluster Aggregate Inequality and Multi-level Hierarchical Clustering.
PKDD 2005: 71-83 |
22 | | Hui Xiong,
Xiaofeng He,
Chris H. Q. Ding,
Ya Zhang,
Vipin Kumar,
Stephen R. Holbrook:
Identification of Functional Modules in Protein Complexes via Hyperclique Pattern Discovery.
Pacific Symposium on Biocomputing 2005 |
21 | | Chris H. Q. Ding,
Xiaofeng He:
On the Equivalence of Nonnegative Matrix Factorization and Spectral Clustering.
SDM 2005 |
| 2004 |
20 | | Richard F. Meraz,
Xiaofeng He,
Chris H. Q. Ding,
Stephen R. Holbrook:
Positive Sample Only Learning (PSOL) for Predicting RNA Genes in E. coli.
CSB 2004: 535-538 |
19 | | Chris H. Q. Ding,
Richard F. Meraz,
Xiaofeng He,
Stephen R. Holbrook:
Contraction Graphs for Representation and Analysis of RNA Secondary Structure.
CSB 2004: 716-717 |
18 | | Hanchuan Peng,
Xiaofeng He,
Fuhui Long:
Automatic content extraction of filled-form images based on clustering component block projection vectors.
DRR 2004: 204-214 |
17 | | Chris H. Q. Ding,
Xiaofeng He:
K-means clustering via principal component analysis.
ICML 2004 |
16 | | Chris H. Q. Ding,
Xiaofeng He:
Linearized cluster assignment via spectral ordering.
ICML 2004 |
15 | | Chris H. Q. Ding,
Xiaofeng He:
Cluster Structure of K-means Clustering via Principal Component Analysis.
PAKDD 2004: 414-418 |
14 | | Chris H. Q. Ding,
Xiaofeng He:
K-nearest-neighbor consistency in data clustering: incorporating local information into global optimization.
SAC 2004: 584-589 |
13 | | Chris H. Q. Ding,
Xiaofeng He:
Principal Component Analysis and Effective K-Means Clustering.
SDM 2004 |
| 2003 |
12 | | Chris H. Q. Ding,
Xiaofeng He,
Parry Husbands,
Hongyuan Zha,
Horst D. Simon:
PageRank: HITS and a Unified Framework for Link Analysis.
SDM 2003 |
| 2002 |
11 | | Chris H. Q. Ding,
Xiaofeng He:
Cluster merging and splitting in hierarchical clustering algorithms.
ICDM 2002: 139-146 |
10 | | Chris H. Q. Ding,
Xiaofeng He,
Hongyuan Zha,
Horst D. Simon:
Adaptive dimension reduction for clustering high dimensional data.
ICDM 2002: 147-154 |
9 | | Chris H. Q. Ding,
Xiaofeng He,
Hongyuan Zha,
Horst D. Simon:
Unsupervised Learning: Self-aggregation in Scaled Principal Component Space.
PKDD 2002: 112-124 |
8 | | 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 |
7 | | Xiaofeng He,
Hongyuan Zha,
Chris H. Q. Ding,
Horst D. Simon:
Web document clustering using hyperlink structures.
Computational Statistics & Data Analysis 41(1): 19-45 (2002) |
| 2001 |
6 | | Hongyuan Zha,
Xiaofeng He,
Chris H. Q. Ding,
Ming Gu,
Horst D. Simon:
Bipartite Graph Partitioning and Data Clustering.
CIKM 2001: 25-32 |
5 | | 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 |
4 | | Xiaofeng He,
Chris H. Q. Ding,
Hongyuan Zha,
Horst D. Simon:
Automatic Topic Identification Using Webpage Clustering.
ICDM 2001: 195-202 |
3 | | Chris H. Q. Ding,
Xiaofeng He,
Hongyuan Zha:
A spectral method to separate disconnected and nearly-disconnected web graph components.
KDD 2001: 275-280 |
2 | | Hongyuan Zha,
Xiaofeng He,
Chris H. Q. Ding,
Ming Gu,
Horst D. Simon:
Spectral Relaxation for K-means Clustering.
NIPS 2001: 1057-1064 |
1 | | Hongyuan Zha,
Xiaofeng He,
Chris H. Q. Ding,
Ming Gu,
Horst D. Simon:
Bipartite graph partitioning and data clustering
CoRR cs.IR/0108018: (2001) |