Clustering nodes with attributes via graph alignment.

Dimitrios Rafailidis

Published in: SAC (2016)

Keyphrases

graph structure
attributed graphs
directed graph
graph clustering
graph theoretic
clustering algorithm
clustering method
weighted graph
graph structures
data objects
random graphs
k means
adjacency matrix
undirected graph
spanning tree

graph theory
graph model
categorical data
graph representation
graph partitioning
small world
graph construction
pairwise
root node
numerical attributes
data points
random walk
spectral clustering
data clustering

dominating set
citation graph
unsupervised learning
structured data
bipartite graph
planar graphs
strongly connected
shortest path
path length
attribute values
normalized cut
edge weights
densely connected
graph matching

average degree
overlapping communities
finding the shortest path
proximity measures
spectral methods
relational structures
minimum cost
concept lattice
multi attribute
link prediction
document clustering
connected components
network structure
self organizing maps