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Lamasitudju, Chairunnisa
Teknik Informatika, Fakultas Teknik, Universitas Tadulako
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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 Afifa Afifa Ahmad, Tjoet Muty Amriana Amriana Amriana Andhyka, Andhyka Andi Hendra Andi Hendra Anisa Yulandari Anisa Yulandari Anita Ahmad Kasim Anita Candra Dewi Aqsha, Ismail Ashadi, Nini Rahayu Aulia Izzatul Azmi Bagaskara, Febrian Chrissma Deny Wiria Nugraha Dival Maulana, Muhammad Dwi Shinta Angreni Dwiwijaya, Kadek Agus Fachrozi, Ahmad Fahmil, Fahmil Fizar Syafaat Fuad Mahfud Hamzah Nur Hendra Jaya Ihalauw, Sahron Angelina Jonathan Zebina Laala Karim, Khairul Insan Laila, Rahma Landusa, Natalia Anastasya Makmur, Elfira Makruf Harani Miftah Miftah Miftah Miftah Miftah Miftah, Miftah Mohammad Yazdi Pusadan Muh. Ilham Reonaldi Muhamad Fudhail Muhammad Asriadi MUHAMMAD BAKRI Ngemba, Hajra Nini Rahayu Ashadi Ninik Rahayu Ashadi Nouval Trezandy Lapatta Nuridayanti, Nuridayanti Nursalim, Moh. Agung Pramadinda, Alda Nur Pratama, Moh. Rezki Priska, Salsa Dilah Putri, Fadiah Suryani Rahma Laila Rahmah Laila Rahmah Laila Rifki, Moh Rinianty, Rinianty Rizka Ardiansyah Ryfial Azhar Sabarudin Saputra Saleh, Muhammad Taufik Septiano A Pratama Septiano Anggun Pratama Setialaksana, Wirawan - Setiawan, Dita Widayanti Shabrina Syntha Dewi Siti Fitriana Siti Rahmawati Sulaiman, Dwi Reski Anandari Sulaiman, Dwi Rezky Anandari Syahrullah Syahrullah Syahrullah Syaiful Hendra Tri Krama Widiani, Ni Nengah Widyati, Made Ayu Sri Wirdayanti Wirdayanti Wirdayanti Yulianti, Indira Yuri Yudhaswana Joefrie Yusuf Anshori