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» Clustering on Complex Graphs
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IPMU
2010
Springer
15 years 4 months ago
A Parallel between Extended Formal Concept Analysis and Bipartite Graphs Analysis
The paper offers a parallel between two approaches to conceptual clustering, namely
Bruno Gaume, Emmanuel Navarro, Henri Prade
CVPR
2010
IEEE
15 years 8 months ago
Authority-Shift Clustering: Hierarchical Clustering by Authority Seeking on Graphs
In this paper, a novel hierarchical clustering method using link analysis techniques is introduced. The algorithm is formulated as an authority seeking procedure on graphs, which c...
Minsu Cho (Seoul National University), Kyoung Mu L...
AAIM
2009
Springer
101views Algorithms» more  AAIM 2009»
15 years 6 months ago
Orca Reduction and ContrAction Graph Clustering
During the last years, a wide range of huge networks has been made available to researchers. The discovery of natural groups, a task called graph clustering, in such datasets is a ...
Daniel Delling, Robert Görke, Christian Schul...
WG
2001
Springer
15 years 4 months ago
Graph Subcolorings: Complexity and Algorithms
In a graph coloring, each color class induces a disjoint union of isolated vertices. A graph subcoloring generalizes this concept, since here each color class induces a disjoint un...
Jirí Fiala, Klaus Jansen, Van Bang Le, Eike...
PAMI
2007
202views more  PAMI 2007»
14 years 11 months ago
Weighted Graph Cuts without Eigenvectors A Multilevel Approach
—A variety of clustering algorithms have recently been proposed to handle data that is not linearly separable; spectral clustering and kernel k-means are two of the main methods....
Inderjit S. Dhillon, Yuqiang Guan, Brian Kulis