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Journal : Journal of Computer Networks, Architecture and High Performance Computing

Researchers Productivity Level Clustering Based On H-Index and Citation Using The Fuzzy C-Means Algorithm Mira Orisa; Ahmad Faisol
Journal of Computer Networks, Architecture and High Performance Computing Vol. 5 No. 1 (2023): Article Research Volume 5 Issue 1, January 2023
Publisher : Information Technology and Science (ITScience)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47709/cnahpc.v5i1.1984

Abstract

The fuzzy C-Means algorithm is a partition-based clustering algorithm.Fuzzy C-Means is very helpful in modeling data whose distribution has outliers. Outliers are where there is a data object that is far apart from the existing clusters. Fuzzy C-Means groups data by minimizing the membership function of a data set. so that each piece of data can be a member of more than one group. In this study, the dataset used was the paper citation vs. H-index dataset in the Kaggle.com repository. This dataset is known to have outliers in fuzzy C-Means and has better performance compared to the K-Means and K-Medoid algorithms in modeling datasets that have outliers.
Co-Authors Achmad Abdillah, Nur Adi Pratama, Sena Agung Kurniawan AHMAD FAISOL Ahmad Faisol Alfaridzi, Febryan Ali Mahmudi Andriano Frans, Jemmy Aprilian Anarki, Galang Ardhi Nur Rasyid, Muhammad Arfan Ravy Wahyu Pratama, Mochamad Aria Alfaizi, Hafiz Ariwibisono, F.X Ariwibisono, FX Aryanto Lende, Junaedy Ashari, Muhammad Ibrahin Asyam Naufal, Kasih Aulisari, Karina Budi Raharjo, Piter Deddy Rudhistiar Desmile, Janico Dzulfikar, Ahmad Eksi Adi Irawan, Alfonsus Ellio Dewa Alsveta, Aloysius Fahrudi Setiawan, Ahmad Farid Riyan Wijaya, Aditya Febriana Santi Wahyuni FX. Ariwibisono Habib Asiddiqie, Prananda Hani Zulfia Zahro Hidayatullah, Panji Ilham Syahriansya, Ali Izmi Apriosa, Silvia Kadek Riski Dwi Putra, I Karina Auliasari Khoirunnisa Anggraini, Jihan Kukuh Prayogi, Panji Listyani Kartika, Angelina M. Ibrahim Ashari martha kusuma, edwin Maulana, Ferdian Maulidina, Vingki Indrayani Maureta, Sonia Michael Ardita Mochammad Ibrahim Ashari Mukhlis Mukhlis Nizar Purwayana Nugraha, Ainin Nur Hidayanti, Rahmah Nurlaily Vendyansyah Onny Setyawati Pambudi, Yitno Prasetiyo, Agung Sugih Prasetya, Rafid Artur Pratama, Rafif Pratama, Redo Primaswara P, Renaldi Prio Utomo, Yandi Pristiani, Tenti Purnomo Budi Santoso Putra Snyders, Saveraga Putu Agustini , Ni Renaldi Prasetya Renaldi Primaswara Prasetya Rofila El Maghfiroh Samsaudin, Ruslin Satria Pradana, David Sentot Achmadi Septiardo, Pratedyo Surya Putra, Johanes Suryo Adi Wibowo Taufik Hidayat Taufiq Rahmatullah, Muhammad Tri Pamungkas, Arum Vieri Agusliyanto, Naralda WAHYUDI, RIZAL Widi Wiguna, Chandra Xaverius Ariwibisono, Fransiscus Xaverius Ariwibisono, Fransiskus Yosep Agus Pranoto Yulio, Andi Yunita Sari, Hesti Zulfia Zahro’, Hani