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Type-2 Neutrosophic Set and Their Applications in Medical Databases deadlock Resolution

Computers, Materials & Continua 2023年第2期74卷 4417-4434页

作者： Marwan H.Hassan Saad M.Darwish Saleh M.Elkaffas Department of Advocacy and Public Speaking Imam Al-Adham University CollegeAnbar55431Iraq Department of Information Technology Institute of Graduate Studies and ResearchAlexandria UniversityAlexandria21526Egypt College of Computing and Information Technology Arab Academy for ScienceTechnology and Maritime TransportAlexandria1029Egypt

Electronic patient data gives many advantages,but also new *** may delay procedures like acquiring patient *** deadlock resolution solutions introduce uncertainty due to inaccurate transaction *** computing-based solutions have been developed to solve this *** a single framework,ambiguous,vague,incomplete,and inconsistent transaction attribute information has received minimal *** work presented in this paper employed type-2 neutrosophic logic,an extension of type-1 neutrosophic logic,to handle uncertainty in real-time deadlock-resolving *** proposed method is structured to reflect multiple types of knowledge and relations among transactions’features that include validation factor degree,slackness degree,degree of deadline-missed transaction based on the degree of membership of truthiness,degree ofmembership of indeterminacy,and degree ofmembership of ***,the footprint of uncertainty(FOU)for truth,indeterminacy,and falsity represents the level of uncertainty that exists in the value of a grade of *** employed a distributed real-time transaction processing simulator(DRTTPS)to conduct the simulations and conducted experiments using the benchmark Pima Indians diabetes dataset(PIDD).As the results showed,there is an increase in detection rate and a large drop in rollback rate when this new strategy is *** performance of Type-2 neutrosophicbased resolution is better than the Type-1 neutrosophic-based approach on the execution ratio *** improvement rate has reached 10%to 20%,depending on the number of arrived transactions.

关键词： deadlock recovery type-2 neutrosophic set healthcare databases distributed deadlock detection

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