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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
random sample
big data
model selection
mixture model
random sampling
computational complexity
information retrieval
probabilistic model
unsupervised learning
database
query processing
gaussian mixture model
prior knowledge
hyperparameters
pac learning