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All Journal CAUCHY: Jurnal Matematika Murni dan Aplikasi Journal of Education and Learning (EduLearn) JOIV : International Journal on Informatics Visualization BAREKENG: Jurnal Ilmu Matematika dan Terapan KACANEGARA Jurnal Pengabdian pada Masyarakat Abdi Masyarakat Kontribusia : Research Dissemination for Community Development Jurnal Berdaya Mandiri Abdi Laksana : Jurnal Pengabdian Kepada Masyarakat Jurnal Pengabdian Masyarakat Indonesia International Journal of Research in Community Services Bulletin of Applied Mathematics and Mathematics Education International Journal of Applied Mathematics, Sciences, and Technology for National Defense Jurnal Abdimas
Irsalinda, Nursyiva
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Journal : JOIV : International Journal on Informatics Visualization

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Laying Chicken Algorithm (LCA) Based For Clustering Yanto, Iwan Tri Riyadi; Setiyowati, Ririn; Irsalinda, Nursyiva; Rasyidah, -; Lestari, Tri
JOIV : International Journal on Informatics Visualization Vol 4, No 4 (2020)
Publisher : Society of Visual Informatics

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30630/joiv.4.4.467

Abstract

Numerous research and related applications of fuzzy clustering are still interesting and important. In this paper, Fuzzy C-Means (FCM) and Laying Chicken Algorithm (LCA) were modified to improve local optimum of Fuzzy Clustering presented by using UCI dataset. In this study, the proposed FCMLCA performance was also compared to baseline technique based on CSO methods. The simulation results indicate that the FCMLCA method have better performance than the compared methods.
Co-Authors Abd Razak, Shamsul Bahri Al Husein, Fulkan Kafilah Astuti, Sutan Nur Chamida Tri Bakar, Maharani Abu Camida TA, Sutan Nur Carolina, Nona Dian Pratama Eryati, Eri Farid, Fajri Haafidhoh, Eva Annisa Ika Maryani Imelda Pangaribuan Iwan Tri Riyadi Yanto, Iwan Tri Riyadi Jaya, Patria Handung Laely, Dera Kurnia Luqmana, Ichsan Muhamad Syazali NAFISAH, ZULFATIN Ndii, Meksianis Z Oktira Roka Aji Pratiwi, Ambar R Fenny Syafariani Raman, Arumugam Rasyidah, - Saidat, Suhaila Saputra, Jumadil Setiyowati, Ririn Setyorini, Arifah Indah Sirly, Churin S Sugiyarto Sugiyarto Sugiyarto Surono, Sugiyarto Sukma, Hanum Hanifa Suwartiningsih, Nurul Tri Lestari Trimanto, Rido Triyanto, Aripin Wahyudi, Rofiul Yudi Ari Adi, Yudi Ari Yustari, Eryka Zulfikar, Zakhrul