Graph Active Learning at Subgraph Granularity.
Yunqi CaoZiming WangHaopeng ChenPublished in: ICTAI (2023)
Keyphrases
- active learning
- graph mining
- graph databases
- graph properties
- graph data
- labeled graphs
- bipartite graph
- graph classification
- maximum weight
- subgraph isomorphism
- maximum matching
- maximum clique
- graph theory
- frequent subgraph mining
- semi supervised
- edge weights
- selective sampling
- graph model
- machine learning
- random walk
- directed graph
- subgraph mining
- experimental design
- graph representation
- learning strategies
- weighted graph
- subgraph matching
- dense subgraphs
- connected components
- frequent subgraphs
- graph search
- graph matching
- graph structure
- random sampling
- similarity graph
- connected subgraphs
- query graph
- maximal cliques
- pattern mining
- transfer learning
- structured data
- search space
- clustering algorithm
- learning algorithm