Graph Feature Preprocessor: Real-time Extraction of Subgraph-based Features from Transaction Graphs.
Jovan BlanusaMaximo Cravero BarajaAndreea AnghelLuc von NiederhäusernErik AltmanHaris PozidisKubilay AtasuPublished in: CoRR (2024)
Keyphrases
- real time
- graph mining
- graph databases
- labeled graphs
- graph properties
- feature vectors
- feature set
- graph classification
- subgraph isomorphism
- feature values
- image features
- graph data
- query graph
- graph matching
- subgraph matching
- dense subgraphs
- feature extraction
- subgraph mining
- feature interactions
- graph representation
- maximum clique
- feature space
- graph theoretic
- graph representations
- graph search
- weighted graph
- similarity graph
- frequent subgraphs
- graph theory
- multiple features
- graph patterns
- graph construction
- random graphs
- graph structures
- predictive features
- graph partitioning
- edge weights
- feature representation
- graph kernels
- undirected graph
- information extraction
- structured data
- graph structure
- similarity function
- np hard
- topological information
- feature subset
- complex structures
- adjacency matrix
- functional modules