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ICDM
2010
IEEE
230views Data Mining» more  ICDM 2010»
13 years 4 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
JMMA
2010
162views more  JMMA 2010»
13 years 1 months ago
Co-clustering Documents and Words by Minimizing the Normalized Cut Objective Function
This paper follows a word-document co-clustering model independently introduced in 2001 by several authors such as I.S. Dhillon, H. Zha and C. Ding. This model consists in creatin...
Charles-Edmond Bichot
PAKDD
2010
ACM
124views Data Mining» more  PAKDD 2010»
13 years 11 months ago
Adaptive Matching Based Kernels for Labelled Graphs
Adam Woznica, Alexandros Kalousis, Melanie Hilario
PAKDD
2010
ACM
171views Data Mining» more  PAKDD 2010»
13 years 4 months ago
Summarizing Multidimensional Data Streams: A Hierarchy-Graph-Based Approach
With the rapid development of information technology, many applications have to deal with potentially infinite data streams. In such a dynamic context, storing the whole data stre...
Yoann Pitarch, Anne Laurent, Pascal Poncelet