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A survey of data partitioning and sampling methods to support big data analysis.
Mohammad Sultan Mahmud
Joshua Zhexue Huang
Salman Salloum
Tamer Z. Emara
Kuanishbay Sadatdiynov
Published in:
Big Data Min. Anal. (2020)
Keyphrases
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data partitioning
sampling methods
data analysis
random sampling
highly scalable
data sets
sampling algorithm
similarity search
machine learning
data mining
databases
multi class
distributed systems
query processing
pairwise
class imbalance
database