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A Distributed Rough Set Theory Algorithm based on Locality Sensitive Hashing for an Efficient Big Data Pre-processing.
Zaineb Chelly Dagdia
Christine Zarges
Gaël Beck
Hanene Azzag
Mustapha Lebbah
Published in:
IEEE BigData (2018)
Keyphrases
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preprocessing
rough set theory
big data
decision table
rough sets
decision rules
information entropy
similarity measure
knowledge discovery
nearest neighbor
distance function
attribute reduction algorithm
attribute reduction
hamming distance
tree structure
databases
data analysis
social networks
data mining