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All Journal SUPREMASI: Jurnal Pemikiran, Penelitian Ilmu-Ilmu Sosial, Hukum dan Pengajarannya CIVICUS : Pendidikan-Penelitian-Pengabdian Pendidikan Pancasila dan Kewarganegaraan Preventif Journal JURNAL PENDIDIKAN TAMBUSAI Jurnal Ilmiah Mandala Education (JIME) Klasikal: Journal of Education, Language Teaching and Science JIIP (Jurnal Ilmiah Ilmu Pendidikan) Community Development Journal: Jurnal Pengabdian Masyarakat Jurnal Promotif Preventif Qisthosia Seminar Nasional Pengabdian Kepada Masyarakat Aurelia: Jurnal Penelitian dan Pengabdian Masyarakat Indonesia Teknovokasi : Jurnal Pengabdian Masyarakat Vokatek : Jurnal Pengabdian Masyarakat Seminar Nasional Hasil Penelitian LP2M UNM Information Technology Education Journal CORE: Journal of Communication Research Jurnal Pengabdian Masyarakat Jurnal Kemitraan Responsif untuk Aksi Inovatif dan Pengabdian Masyarakat GEMBIRA (Pengabdian Kepada Masyarakat) PEDAMAS (Pengabdian Kepada Masyarakat) Jurnal Hasil-Hasil Pengabdian dan Pemberdayaan Masyarakat (JHP2M) Jurnal MediaTIK Media Elektrik
Muhammad Asriadi
Lecturer, Department Of Pancasila And Citizenship Education, Universitas Negeri Makassar
Religion Arts Humanities Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Dentistry Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Medicine & Pharmacology Public Health Social Sciences Other

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Model Jaringan Syaraf Tiruan dalam Peramalan Kasus Positif Covid-19 di Indonesia Wirawan Setialaksana; Dwi Rezky Anandari Sulaiman; Shabrina Syntha Dewi; Chairunnisa Ar Lamasitudju; Nini Rahayu Ashadi; Muhammad Asriadi
Jurnal MediaTIK Volume 3 Issue 2, Mei (2020)
Publisher : Jurusan Teknik Informatika dan Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59562/mediatik.v3i2.1557

Abstract

Mitigation steps to control Covid-19 outbreak in Indonesia need to take. One of those step is forecasting the spread of the disease. This study compare two artificial neural network models in catching the pattern of Covid-19 positive total cases in Indonesia. Data Training used in this study is Indonesian total positive cases of Covid-19 from March 2 until May 26. The next 10 days data become data testing to show the model accuracy in predicting Covid-19 total cases. MLP shows a better prediction comparing to ELM.Three different prediction accuracy measurement is used – MAE, MAPE, and RMSE. All of them shows less value in MLP than in ELM.
Co-Authors A Halim A. Ramli Rasyid Abdal, Nurul Mukhlisa Agus Sutriawan Ahmad Yamin Ahyadi, Nadila Alfina ANDI ACO AGUS Andi Aco Agus, Andi Aco Andi Muhammad Taufik Ali Aqsha, Ismail Ashadi, Nini Rahayu Asriati Asriati Asriati Asriati Asriati Asriati Asriati Asriati, Asriati Atmasani, Dian Badaruddin, Sukri Besse Rismayani Chairunnisa Ar. Lamasitudju Dewi, Shabrina Syntha Fachry Rumaf Fauzan, Moh Rizki Fikri Muhkam, Mirwan FIRMAN UMAR FIRMAN UMAR, FIRMAN Fitriani Fitriani Hadyan Hashfi MS Hairil Akbar Hasyim, Muhammad Qasas Hasyim, Muhammad Qasash Henny Kaseger I Wayan Gede Suarjana Ikadarny Imam Mukti, Imam Irwansyah Suwahyu Irwansyah Suwahyu Islam, Rukmana Fachrul Jaya Maulana Kamaruddin, Syamsu A Kaseger, Henny Lely Novia M Imran Hasanuddin Mansyur Mansyur Masni Masni Masni Masni Masni Masni MS, Hadyan Hashfi Muftihaturrahmah Burhamzah Muhammad Akbar Syafruddin Muhammad Fajar B Muhammad Haristo Rahman Muhammad Qasas Hasyim muhammad qasash hasyim Muhtar Muhtar Mukhlisah Abdal, Nurul Muntazarah, Fediyatun Nini Rahayu Ashadi Ninik Rahayu Ashadi Nur Aeni Nurfajria Nurmadiyah, Nurmadiyah Nurul Mukhlisa Abdal Nurul Mukhlisah Abdal Paputungan, Siti Arifqa Parenrengi, Syafiuddin PATMAWATI, SUSI ANITA Retno Farhana Nurulita Ridwan Daud Mahande Rismawati Rismawati Rizki Trisnawaty Arwien Satrul, Hairul Saleh Setialaksana, Wirawan - Shabrina Syntha Dewi Sulaiman, Dwi Reski Anandari Sulaiman, Dwi Rezky Anandari Syahrul Syamsiar, Syamsiar Taufiq Natsir Wahyudi Gani, Andika Wirawan, Zose Zose Wirawan