Fast and scalable algorithms for mining subgraphs in a single large graph.
Lam B. Q. NguyenBay VoNgoc-Thao LeVáclav SnáselIvan ZelinkaPublished in: Eng. Appl. Artif. Intell. (2020)
Keyphrases
- graph data
- data structure
- subgraph mining
- data mining algorithms
- highly scalable
- graph theory
- scale poorly
- frequent subgraph mining
- graph properties
- graph mining
- graph databases
- graph mining algorithms
- quasi cliques
- maximum clique
- frequent subgraphs
- data mining
- structured data
- itemsets
- random walk
- data mining techniques
- spanning tree
- graph representation
- edge weights
- single pass
- mining algorithm
- pattern mining
- depth first search
- knowledge discovery
- computational complexity
- social networks
- learning algorithm