Uniform random sampling not recommended for large graph size estimation.
Jianguo LuHao WangPublished in: Inf. Sci. (2017)
Keyphrases
- random sampling
- random sample
- active learning
- reservoir sampling
- robust estimator
- sample size
- sampling algorithm
- adaptive sampling
- query by committee
- sampling procedure
- random samples
- stratified sampling
- sliding window
- standard deviation
- fixed size
- sampling methods
- data streams
- machine learning
- random projections
- markov random field