Optimizing K-Means Algorithm by Using Particle Swarm Optimization in Clustering for Students Learning Process
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Langeveld, M.J. 1980. Exceptional Children: an Introductory. Survey of Special Education (Sixth Ed). Macmillan Publishing. New York.
Syah Muhibbin,. 2006. Psikologi Belajar , Jakarta: PT. Raja Grapindo Persada.
Efraim Turban, dkk. 2005. Decision Support Systems and. Intelligent Systems. Edisi 7, Jilid 1, New Jersey: Pearson Education.
Y. A. Auliya, "Improve Hybrid Particle Swarm Optimization and K-Means by Random Injection for Land Clustering of Potato Plants," Proc. - 2019 Int. Conf. Comput. Sci. Inf. Technol. Electr. Eng. ICOMITEE 2019, vol. 4, no. 1, pp. 192–198, 2019, DOI: 10.1109/ICOMITEE.2019.8921207.
M. Sarwani and D. Sani, “Implementasi Metode K-Means Sebagai Pengelompokan Siswa Berdasarkan Proses Belajar Siswa,” pp. 1131–1135, 2018.
J. Aranda and W. A. G. Natasya, “Penerapan Metode K-Means Cluster Analysis Pada Sistem Pendukung Keputusan Pemilihan Konsentrasi Untuk Mahasiswa International Class Stmik Amikom Yogyakarta,” Semin. Nas. Teknol. Dan Multimed. 2016, vol. 4, no. 1, pp. 4-2–1, 2016, [Online]. Available: https://ojs.amikom.ac.id/index.php/semnasteknomedia/article/view/1293.
F. Y. Bisilisin, Y. Herdiyeni, and B. I. B. P. Silalahi, “Optimasi K-Means Clustering Menggunakan Particle Swarm Optimization pada Sistem Identifikasi Tumbuhan Obat Berbasis Citra K-Means Clustering Optimization Using Particle Swarm Optimization on Image Based Medicinal Plant Identification System,” Ilmu Komput. Agri-Informatika, vol. 3, no. 2002, pp. 38–47, 2014.
Sujoto, T.S.Si., M.M.Kom. 2011. “Kecerdasan Buatan”. Penerbit ANDI yogjakarta.
A. Saidul and J. L. Buliali, "Implementasi Particle Swarm Optimization pada K-Means Untuk Clustering Data Automatic Dependent Surveillance-Broadcast," Eksplora Inform., vol. 8, no. 1, p. 30, 2018, DOI: 10.30864/eksplora.v8i1.150.
Rahmawati, dkk. 2019. Optimasi K-Means untuk Pengelompokan Data Kinerja Akademik Dosen menggunakan Particle Swarm Optimization, Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer e-ISSN: 2548-964X Vol. 3, No. 4, April 2019, hlm. 4102-4110 http://j-ptiik.ub.ac.id
Achyani, 2018. Penerapan Metode Particle Swarm Optimization Pada Optimasi Prediksi Pemasaran Langsung. JURNAL INFORMATIKA, Vol.5 No.1 2355-6579, E-ISSN: 2528-2247
S. Kusumadewi, Membangun Jaringan Syaraf Tiruan Menggunakan MATLAB & EXCEL LINK. Yogyakarta: Graha Ilmu, 2004ISSN:
Kusumadewi S, Hartati S, Harjoko A, Wardoyo R. 2006. Fuzzy Multi-Attribute Decision Making (FUZZY MADM). Graha Ilmu, Yogyakarta.
Daihani, DU., 2001, Komputerisasi Pengambilan Keputusan, PT Elex Media Komputindo Gramedia, Jakarta.
Kusrini, 2007, Konsep dan Aplikasi Sistem Pendukung Keputusan, Penerbit Andi, Yogyakarta.
DOI: http://dx.doi.org/10.25139/inform.v6i1.3459
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