ComPAS: Community Preserving Sampling for Streaming Graphs.
Sandipan SikdarTanmoy ChakrabortySoumya SarkarNiloy GangulyAnimesh MukherjeePublished in: AAMAS (2018)
Keyphrases
- data streams
- community discovery
- small world
- real time
- random sampling
- graph matching
- graph representation
- video streaming
- uniform random
- subgraph isomorphism
- sampling strategy
- graph theoretic
- weighted graph
- knowledge sharing
- monte carlo
- sample size
- active learning
- virtual communities
- community detection
- sampling algorithm
- random graphs
- graph structures
- adjacency matrix
- community members
- neural network
- data sets