Title: Analysis of distributed databases with a hybrid rough sets approach
Abstract: The aim of this paper is to offer mathematical proofs of Pawlakpsilas rough set theory about distributed knowledge based on rough sets and relational databases. A case study on actual self-reported geriatric data for survival analysis is presented to provide a computational evidence of the distributed knowledge. Risk factors, prolongation time prediction rules and validation are also computed and discussed. We illustrate that dividing a decision table (or database) into smaller units will in general result in the loss of some information by rough set theory.
Publication Year: 2008
Publication Date: 2008-06-01
Language: en
Type: article
Indexed In: ['crossref']
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