Comparison of Graph Node Distances on Clustering Tasks.
Felix SommerFrançois FoussMarco SaerensPublished in: ICANN (1) (2016)
Keyphrases
- graph structure
- directed graph
- clustering algorithm
- graph theoretic
- graph clustering
- dissimilarity measure
- graph model
- k means
- graph partitioning
- data clustering
- cluster analysis
- data mining tasks
- clustering method
- random walk
- unsupervised learning
- finding the shortest path
- graph matching
- weighted graph
- graph construction
- distance metric
- high dimensional data
- bayesian networks
- overlapping communities
- distance measure
- edge weights
- graph representation
- hierarchical clustering
- connected components
- document clustering
- self organizing maps
- distance function
- undirected graph
- euclidean distance
- shortest path
- graph theory
- similarity matrix
- bipartite graph
- graphical models
- root node
- shortest distance
- graph layout
- fuzzy clustering