DeltaCon: Principled Massive-Graph Similarity Function with Attribution.
Danai KoutraNeil ShahJoshua T. VogelsteinBrian GallagherChristos FaloutsosPublished in: ACM Trans. Knowl. Discov. Data (2016)
Keyphrases
- similarity function
- labeled graphs
- similarity measure
- distance function
- similarity scores
- pairwise
- cosine similarity
- similarity values
- graph databases
- bipartite graph
- weighted graph
- dot product
- kernel methods
- directed graph
- positive semidefinite
- positive semi definite
- graph structure
- connected components
- structured data
- knn
- data analysis
- database systems
- decision trees
- machine learning
- database