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Fuzzy system design for security and environment control applications
journal contribution
posted on 2023-05-18, 15:52 authored by Heyman, A, Reznik, L, Michael NegnevitskyMichael Negnevitsky, Hoffman, AAs the amount of data available to researchers continues to grow, sharp class distinctions generated through Boolean logic fundamentally limit researchers’ abilities to adequately process data into useable information. The application of fuzzy systems to real world problems allows us to synthesize this raw data into meaningful results. This paper demonstrates how fuzzy theory can be applied to real life application’s design where rules can be generated explicitly through an expert system, or implicitly derived through a hybrid neural-fuzzy system. The paper illustrates the success of the fuzzy system use in applications by providing examples in the context of mobile device security evaluation and air quality evaluation and prediction. The examples represent important application areas within engineering and information technology domains.
History
Publication title
International Journal of Uncertainty, Fuzziness and Knowledge-Based SystemsVolume
23Issue
Supplement 1Pagination
43-56ISSN
0218-4885Department/School
School of EngineeringPublisher
World Scientific Publ Co Pte LtdPlace of publication
Journal Dept Po Box 128 Farrer Road, Singapore, Singapore, 912805Rights statement
Copyright 2015 World Scientific Publishing CompanyRepository Status
- Restricted