An Approach For Concept Drift Detection in a Graph Stream Using Discriminative Subgraphs.
Ramesh PaudelWilliam EberlePublished in: ACM Trans. Knowl. Discov. Data (2020)
Keyphrases
- drift detection
- graph databases
- graph mining
- graph structures
- graph properties
- labeled graphs
- concept drift
- subgraph mining
- data streams
- query graph
- graph data
- data structure
- subgraph isomorphism
- data sets
- streaming data
- gaussian processes
- text categorization
- small number
- classification accuracy
- domain knowledge
- pairwise
- decision trees