ChiSeL: Graph Similarity Search using Chi-Squared Statistics in Large Probabilistic Graphs.
Shubhangi AgarwalSourav DuttaArnab BhattacharyaPublished in: Proc. VLDB Endow. (2020)
Keyphrases
- similarity search
- graph databases
- chi squared
- graph matching
- weighted graph
- information gain
- distance function
- graph structure
- directed graph
- metric space
- similarity measure
- high dimensional
- query processing
- knn
- graph mining
- similarity searching
- spanning tree
- indexing techniques
- bipartite graph
- vector space
- uncertain data
- similarity queries
- undirected graph
- efficient similarity search
- cross view
- approximate similarity search
- locality sensitive hashing
- graph embedding
- hash functions
- bayesian networks
- edge weights
- high dimensional data
- text categorization
- nearest neighbor
- information retrieval
- distance measure
- principal component analysis
- face recognition