VERSE: Versatile Graph Embeddings from Similarity Measures.
Anton TsitsulinDavide MottinPanagiotis KarrasEmmanuel MüllerPublished in: WWW (2018)
Keyphrases
- similarity measure
- graph representation
- random walk
- distance measure
- directed graph
- connected components
- euclidean distance
- dimensionality reduction
- graph structure
- graph theory
- similarity scores
- vector space
- structured data
- similarity search
- similarity assessment
- graph matching
- low dimensional
- bipartite graph
- graph theoretic
- mutual information
- similarity measurement
- data sets
- graph search
- dependency graph
- graph based algorithm
- directed acyclic graph
- euclidean space
- manifold learning
- semantic similarity
- similarity function
- feature vectors
- search algorithm