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All Journal Voteteknika (Vocational Teknik Elektronika dan Informatika) Jurnal EECCIS Techno (Jurnal Fakultas Teknik, Universitas Muhammadiyah Purwokerto) PROSIDING SENATEK FAKULTAS TEKNIK UMP PROtek : Jurnal Ilmiah Teknik Elektro Wahana Ilmuwan Wikrama Parahita : Jurnal Pengabdian Masyarakat JURNAL KAJIAN TEKNIK ELEKTRO INTI Nusa Mandiri Aviation Electronics, Information Technology, Telecommunications, Electricals, Controls (AVITEC) Journal of Applied Electrical Engineering Journal of Energy and Electrical Engineering (JEEE) TIN: TERAPAN INFORMATIKA NUSANTARA Elektrika Borneo Civitas Ministerium: Jurnal Pengabdian Kepada Masyarakat Jurnal Teknik Informatika (JUTIF) Journal of Telecommunication, Electronics and Control Engineering (JTECE) Kontribusi: Jurnal Penelitian dan Pengabdian Kepada Masyarakat Archive: Jurnal Pengabdian Kepada Masyarakat Techno Jurnal Pengabdian Masyarakat Bangsa Jurnal Elektrosista Ulil Albab Edu Elektrika Journal
Bagus Fatkhurrozi
Dosen Teknik Elektro Universitas Tidar
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Journal : Jurnal EECCIS

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Penggunaan Artificial Neuro Fuzzy Inference Sistem (ANFIS) dalam Penentuan Status Aktivitas Gunung Merapi Bagus Fatkhurrozi; M. Aziz Muslim; Didik R. Santoso
Jurnal EECCIS Vol 6, No 2 (2012)
Publisher : Fakultas Teknik, Universitas Brawijaya

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Abstract

Penelitian ini mendeskripsikan penggunaan metode ANFIS dalam optimasi penentuan status aktivitas Gunung Merapi. Sistem berdasar data hasil pemantauan aktivitas Gunung Merapi berupa data kegempaan, deformasi, dan geokimia. Pada penelitian ini digunakan metode ANFIS. Digunakan gabungan alogaritma backpropagation gradient descent dan recursive least square estimator (RLSE) untuk pembelajaran. Hasil RMSE yang didapat pada proses pelatihan sebesar 0,081109 dan MAPE sebesar 15,2084%, sedangkan pada proses pengujian dihasilkan MAPE sebesar 10,2041%.Kata Kunci— Gunung Merapi, status aktivitas, ANFIS.
Co-Authors Abdillah, Mokhammad Nurkholis Adam Zukhruf Afif Nuur Hidayat Agung Trihasto Agus Wahyu Widodo Alifia Revan Prananda Amelia Isnaeni Andriyatna Agung Kurniawan Aruna, Evan Dhia Basofi Luqman Chaidir Iswanaji Deria Pravitasari Didik R. Santoso Didik R. Santoso Didik R. Santoso Eka Legya Frannita Evan Dhia Aruna Fuad Hilmy Hery Teguh Setiawan Hery Teguh Setiawan Ibnu, Wahyu Muhammad Ibrahim Nawawi Ika Setyowati, Ika Kholik, Wahyu Abdi M. Aziz Muslim M. Aziz Muslim Mahasadaru Wicaksono Mahfuzh, Muhammad Farhan Majidah, Zharifa Nur Maryanto, Adika Mauladany, Muhammad Ibna Muhammad Aziz Muslim Muhammad Farhan Mahfuzh Muhammad Nur Fauzi Muhammad Priyo Anugrah Rahayu, Tri Puji Risky Via Yuliantari Said, Ramadhan Egi Dimas Sapto Nisworo Sapto Nisworo Sapto Nisworo Setiawan, Hery Teguh Setiawati, Dhea Suamanda Ika Novichasari Sumardi . Trisma Jaya Saputra Vincent Cleo D.A. P Vincent Cleo D.A. P Wibowo, Fadhila Syahida Wibowo, Rheza Ari Wicaksono, Mahasadaru Widodo, Teguh Rahayu Yosephine Laura Raynardia Esti Nugrahini