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» A model-based approach to attributed graph clustering
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ICDM
2010
IEEE
230views Data Mining» more  ICDM 2010»
13 years 3 months ago
Clustering Large Attributed Graphs: An Efficient Incremental Approach
In recent years, many networks have become available for analysis, including social networks, sensor networks, biological networks, etc. Graph clustering has shown its effectivenes...
Yang Zhou, Hong Cheng, Jeffrey Xu Yu
SIGMOD
2012
ACM
225views Database» more  SIGMOD 2012»
11 years 8 months ago
A model-based approach to attributed graph clustering
Zhiqiang Xu, Yiping Ke, Yi Wang, Hong Cheng, James...
ICCV
2003
IEEE
14 years 7 months ago
Automatic Video Summarization by Graph Modeling
We propose a unified approach for summarization based on the analysis of video structures and video highlights. Our approach emphasizes both the content balance and perceptual qua...
Chong-Wah Ngo, Yu-Fei Ma, HongJiang Zhang
ICNC
2005
Springer
13 years 11 months ago
DNA Computing Approach to Construction of Semantic Model
In this paper, after a new DNA-based semantic model is theoretically proposed, the preliminary experiment on construction of the small test model is successfully done. This model, ...
Yusei Tsuboi, Zuwairie Ibrahim, Nobuyuki Kasai, Os...
ICDM
2009
IEEE
171views Data Mining» more  ICDM 2009»
13 years 3 months ago
Hybrid Clustering by Integrating Text and Citation Based Graphs in Journal Database Analysis
We propose a hybrid clustering strategy by integrating heterogeneous information sources as graphs. The hybrid clustering method is extended on the basis of modularity based Louva...
Xinhai Liu, Shi Yu, Yves Moreau, Frizo A. L. Janss...