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A distributed rough set theory based algorithm for an efficient big data pre-processing under the spark framework.
Zaineb Chelly Dagdia
Christine Zarges
Gaël Beck
Mustapha Lebbah
Published in:
IEEE BigData (2017)
Keyphrases
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preprocessing
rough set theory
big data
rough sets
decision table
concept lattice
granular computing
information entropy
data mining
information retrieval
image processing
data analysis
decision rules
artificial intelligence
decision trees
attribute reduction