A Visual and Statistical Benchmark for Graph Sampling Methods
A Visual and Statistical Benchmark for Graph Sampling Methods
Fangyan Zhang,Song Zhang,2 Authors,Jankun-Kelly
2015
10 Citations
TLDR
Evaluated commonly used sampling methods through a combined visual and statistical comparison indicate that the effectiveness of a sampling method is dependent on the type of graph, the size of the graph, and the desired statistical property.