Sampling large graphs for anticipatory analytics.
Lauren EdwardsLuke JohnsonMaja MilosavljevicVijay GadepallyBenjamin A. MillerPublished in: HPEC (2015)
Keyphrases
- uniform random
- random sampling
- learning analytics
- graph matching
- series parallel
- data management
- graph structure
- frequent subgraph mining
- graph databases
- agent architecture
- graph theory
- data sets
- directed graph
- graph partitioning
- databases
- graph theoretic
- data analysis
- business intelligence
- weighted graph
- case study
- complex structures
- database
- sampling algorithm
- sampling methods
- graph construction
- neural network
- adjacency graph
- monte carlo
- bipartite graph