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Here we present the brief introduction of different approaches used to handle dynamic datasets for updating approximations of dominance based rough set theory. Dynamic dominance based rough set approaches occurs less computational cost, but with complex algorithm architecture. Incremental approach to update approximations is less computationally cost but suitable for small datasets only. However, most of these approaches result in complex algorithm architectures and repeat various computations against addition or deletion of each object.
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IEEE/ICACT20220156 Slide.13
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