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ANALISIS PERBANDINGAN METODE FUZZY C-MEANS DAN SUBTRACTIVE FUZZY C-MEANS [PDF]

open access: yesMedia Statistika, 2015
Fuzzy C-Means (FCM) is one of the most frequently used clustering method. However FCM has some disadvantages such as number of clusters to be prespecified and partition matrix to be randomly initiated which makes clustering result becomes inconsistent ...
Baiq Nurul Haqiqi, Robert Kurniawan
doaj   +5 more sources

Revisiting Possibilistic Fuzzy C-Means Clustering Using the Majorization-Minimization Method [PDF]

open access: yesEntropy
Possibilistic fuzzy c-means (PFCM) clustering is a kind of hybrid clustering method based on fuzzy c-means (FCM) and possibilistic c-means (PCM), which not only has the stability of FCM but also partly inherits the robustness of PCM.
Yuxue Chen, Shuisheng Zhou
doaj   +2 more sources

Clustering of COVID-19 data for knowledge discovery using c-means and fuzzy c-means [PDF]

open access: yesResults in Physics, 2021
In this work, the partitioning clustering of COVID-19 data using c-Means (cM) and Fuzy c-Means (Fc-M) algorithms is carried out. Based on the data available from January 2020 with respect to location, i.e., longitude and latitude of the globe, the ...
Asif Afzal   +6 more
doaj   +2 more sources

K-means and fuzzy c-means algorithm comparison on regency/city grouping in Central Java Province

open access: yesDesimal, 2022
The Human Development Index (HDI) is very important in measuring the country's success as an effort to build the quality of life of people in a region, including Indonesia. The government needs to make groupings based on the needs of a city/district.
Ummu Wachidatul Latifah   +2 more
doaj   +1 more source

Intuitionistic Fuzzy c-Ordered Means Clustering Algorithm

open access: yesIEEE Access, 2022
Atanassov intuitionistic fuzzy set (AIFS) has the capability to deal with various uncertain situations, so its popularity among researchers is quite high.
Meenakshi Kaushal, Q. M. Danish Lohani
doaj   +1 more source

Pengelompokan Kecamatan di Wilayah Kabupaten Bojonegoro Berdasarkan Jenis Penyandang Masalah Kesejahteraan Sosial Menggunakan Fuzzy C-Means

open access: yesTechno.Com, 2023
Penyandang Masalah Kesejahteraan Sosial (PMKS) adalah sekelompok orang yang tidak dapat menjanankan fungsi sosial karena tantangan spiritual, fisik, atau sosial.
Nafa Nur Nanda Adifia   +2 more
doaj   +1 more source

Implementation of Fuzzy C-Means for Clustering the Majelis Ulama Indonesia (MUI) Fatwa Documents

open access: yesJOIN: Jurnal Online Informatika, 2021
Since the Indonesian Ulema Council (MUI) was established in 1975 until now, this institution has produced 201 edicts covering various fields. Text mining is one of the techniques used to collect data hidden from data that form text.
Fajar Rohman Hariri
doaj   +1 more source

Optimasi Fuzzy C-Means dan K-Means Menggunakan Algoritma Genetika untuk Pengklasteran Dataset Diabetic Retinopathy

open access: yesJurnal Teknologi Informasi dan Ilmu Komputer, 2020
Diabetic Retinopathy adalah komplikasi dari diabetes yang mengakibatkan gangguan pada retina mata. Gangguan tersebut dapat diketahui dengan deteksi awal melalui data yang diekstraksi dari citra mata. Deteksi awal dapat dilakukan dengan menggunakan metode
Muhammad Ezar Al Rivan   +2 more
doaj   +1 more source

SEGMENTASI CITRA MENGGUNAKAN ALGORITMA FUZZY c-MEANS (FCM) DAN SPATIAL FUZZY c-MEANS (sFCM)

open access: yesKubik, 2017
Pengolahan citra merupakan salah satu aplikasi yang dimanfaatkan dalam kehidupan. Salah satu kajian pengolahan citra adalah segmentasi. Segmentasi citra dilakukan dengan banyak pendekatan, diantaranya pedekatan klastering.
Qonita Ummi Safitri   +2 more
doaj   +1 more source

PENERAPAN FUZZY C-MEANS UNTUK PENGELOMPOKKAN TINGKAT KUALITAS PENDIDIKAN DI JAWA TIMUR

open access: yesSimetris: Jurnal Teknik Mesin, Elektro dan Ilmu Komputer, 2023
Salah satu faktor yang menentukan apakah perkembangan manusia itu positif atau negatif adalah pendidikan. Khususnya Provinsi Jawa Timur yang memiliki angka kesenjangan mutu pendidikan antar daerah dan Lembaga.
Nurissaidah Ulinnuha   +1 more
doaj   +1 more source

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