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All Journal Sainsmat : Jurnal Ilmiah Ilmu Pengetahuan Alam
I Kadek Aryandra Puja Karna
Halu Oleo University

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Clustering Districts/Cities In Southeast Sulawesi Province Using Fuzzy C-Means Based On Infectious Disease Cases I Kadek Aryandra Puja Karna; Gusti Ngurah Adhi Wibawa; Muhammad Ihwal
SAINSMAT: Jurnal Ilmiah Ilmu Pengetahuan Alam Vol. 14 No. 2 (2025): Volume 14 Nomor 2 (September 2025)
Publisher : Fakultas Matematika dan Ilmu Pengetahuan Alam Universitas Negeri Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35580/5h3rph44

Abstract

This study aims to classify the regencies and cities in Southeast Sulawesi Province based on infectious disease cases. The data were obtained from the Southeast Sulawesi Provincial Health Office. The Fuzzy C-Means (FCM )method was applied because it allows each data point to belong to multiple clusters with varying degrees of membership, making it suitable for health data that often exhibit uncertainty and overlapping characteristics. The analysis results show that the regions in Southeast Sulawesi can be grouped into five clusters based on the level of infectious disease cases. Each cluster represents a different level of disease prevalence, which can serve as a foundation for developing more effective and targeted public health policy strategies.
Co-Authors Gusti Ngurah Adhi Wibawa Muhammad Ihwal