Graph iForest: Isolation of anomalous and outlier graphs.
Daniele ZambonLorenzo LiviCesare AlippiPublished in: IJCNN (2022)
Keyphrases
- graph representation
- graph construction
- graph theory
- graph structure
- graph matching
- weighted graph
- graph databases
- graph classification
- graph structures
- graph model
- graph mining
- directed graph
- labeled graphs
- graph theoretic
- adjacency matrix
- graph clustering
- random graphs
- graph theoretical
- graph properties
- graph partitioning
- series parallel
- graph data
- undirected graph
- subgraph isomorphism
- structural pattern recognition
- bipartite graph
- graph transformation
- graph search
- graph isomorphism
- graph representations
- reachability queries
- real world graphs
- dynamic graph
- minimum spanning tree
- maximum independent set
- spanning tree
- adjacency graph
- maximum common subgraph
- average degree
- graph drawing
- maximal cliques
- maximum cardinality
- connected graphs
- query graph
- anomaly detection
- evolving graphs
- finding the shortest path
- association graph
- random walk
- structured data
- outlier detection
- graph patterns
- small world
- maximum clique
- connected dominating set
- inexact graph matching
- web graph
- massive graphs
- edge weights
- attributed graphs
- graph kernels
- directed acyclic
- connected components
- planar graphs
- strongly connected
- proximity graph
- dense subgraphs
- disk resident
- neighborhood graph
- social graphs
- link analysis
- graph embedding
- community discovery