The IRMA Community
Newsletters
Research IRM
Click a keyword to search titles using our InfoSci-OnDemand powered search:
|
Fuzzy Logic-Based Time Series Forecasting for Tuberculosis Cases in Sabah
|
|
Author(s): Suriana Binti Lasaraiya (Universiti Malaysia Sabah, Malaysia), Suzelawati Binti Zenian (Universiti Malaysia Sabah, Malaysia), Risman Mat Hasim (Universiti Putra Malaysia, Malaysia), Azmirul Ashaari (Universiti Teknologi Malaysia, Malaysia)and Lorna Uden (University of Staffordshire, UK)
Copyright: 2027
Pages: 24
Source title:
Encyclopedia of Modern Artificial Intelligence
Source Author(s)/Editor(s): Mehdi Khosrow-Pour, D.B.A. (Founding Editor-in-Chief, Information Resources Management Journal (IRMJ), USA)
DOI: 10.4018/407374
Purchase
|
Abstract
This article explores the application of fuzzy logic in predicting tuberculosis cases within Sabah, Malaysia. TB is a pressing public health concern, and accurate forecasting is vital for managing its spread. The article outlines fuzzy logic principles, contrasting them with traditional logic, and demonstrates their effectiveness in addressing data uncertainties. It describes the fuzzy time series forecasting methodology, including data collection, fuzzification, rule formation, defuzzification, and the use of triangular membership functions. These functions are analyzed for their strengths, limitations, and mathematical representation, supported by case studies that highlight their practical application in TB forecasting and their impact on public health strategies. Challenges in implementing these models are discussed alongside recommendations for future research. The article concludes by summarizing key findings and emphasizing the potential of fuzzy logic to enhance TB management efforts.
Related Content
|
Frederic Andres.
© 2027.
14 pages.
|
|
Kalsoom Safdar, Khairul Najmy Abdul Rani, Mohd Aminudin Jamlos, Siti Julia Rosli, Muhammad Usman Younus, Zanab Safdar.
© 2027.
27 pages.
|
|
Bani Adam, Binastya Anggara Sekti, Muhammad Adi Zacky Zahran.
© 2027.
24 pages.
|
|
Swetha Margaret T. A., Renuka Devi D..
© 2027.
31 pages.
|
|
Maurice Saluschke, Michael Schulz.
© 2027.
30 pages.
|
|
Mirjam Sepesy Maučec, Gregor Donaj.
© 2027.
16 pages.
|
|
Jorge A. Ruiz-Vanoye, Ocotlan Diaz-Parra, Ricardo A. Barrera-Cámara, Alejandro Fuentes-Penna, Francisco R. Trejo-Macotela, Jaime Aguilar-Ortiz, Eric Simancas-Acevedo.
© 2027.
21 pages.
|
|
|