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Table 1 Applicability of the MGrC models to the three MGrC mechanisms

From: Granular computing with multiple granular layers for brain big data processing

 

Fuzzy set

Rough set

Quotient space

Cloud model

Deep learning

Granularity optimization

Good

Good

OK

OK

No

Granularity conversion

OK

OK

Good

OK

No

Multi-granularity joint computation

OK

OK

OK

OK

Good