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Density estimation-based method to determine sample size for random sample partition of big data.
Yulin He
Jiaqi Chen
Jiaxing Shen
Philippe Fournier-Viger
Joshua Zhexue Huang
Published in:
Frontiers Comput. Sci. (2024)
Keyphrases
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sample size
density estimation
big data
random sample
random sampling
model selection
parzen window
em algorithm
sampling algorithm
data management
upper bound
pairwise
database systems
databases
data analysis
computational complexity
objective function