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All Journal Damianus Journal of Medicine Jurnal Penelitian Pendidikan IPA (JPPIPA) PROCESSOR Jurnal Ilmiah Sistem Informasi, Teknologi Informasi dan Sistem Komputer Jurnal PGSD: Jurnal Ilmiah Pendidikan Guru Sekolah Dasar Indonesian Journal of Agricultural Research JURNAL AGRICA JURNAL PANGAN Elementa: Jurnal Pendidikan Guru Sekolah Dasar Jurnal Informasi dan Teknologi KIDDO: Jurnal pendidikan Islam Anak Usia Dini AgriHumanis: Journal of Agriculture and Human Resource Development Studies JUSTIAN - Jurnal Sistem Informasi Akuntansi JURNAL INOVASI DAN PENGABDIAN MASYARAKAT INDONESIA Kurikula Jurnal Pendidikan Global Accounting : Jurnal Akuntansi Lattice Journal : Journal of Mathematics Education and Applied Journal of Environmental Health and Sanitation Technology Journal of Agriculture and Animal Science Jurnal Permata Indonesia JOURNAL OF ICT APLICATIONS AND SYSTEM Jurnal Kebidanan : Jurnal Ilmu Kesehatan Budi Mulia ALENA : Journal of Elementary Education Jurnal Pendidikan Matematika PEDAMAS (Pengabdian Kepada Masyarakat) Konsienti: Community Services Journal JPIK - Jurnal Pengabdian Ilmu Kesehatan Jurnal ABDIMAS MUTIARA Juara SD : Jurnal Pendidikan dan Pembelajaran Sekolah Dasar The 1st Alifah Health Science College Symposium Proceeding Jurnal Kesehatan Cendikia Jenius Jurnal Pengabdian Masyarakat Cendikia Jenius The Indonesian Journal of Computer Science Help: Journal of Community Service Jurnal Sains & Kesehatan Darussalam Menulis: Jurnal Penelitian Nusantara Jurnal Kolaborasi Akademika Aksi Kita: Jurnal Pengabdian Kepada Masyarakat Seumike : Society Progress Journal Gudang Jurnal Ilmu Kesehatan Jurnal Riset Daerah Nosipakabelo: Jurnal Bimbingan dan Konseling Keislaman Indonesian Journal of Small Scale Farming
yulia
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Journal : The Indonesian Journal of Computer Science

 1 
Jaringan Syaraf Tiruan Mendeteksi Penyakit Pneumonia Infeksi Saluran Pernafasan Akut Dengan Algoritma Backpropagation Yulia; Rendy; Arnomo, Sasa Ani
The Indonesian Journal of Computer Science Vol. 12 No. 1 (2023): The Indonesian Journal of Computer Science
Publisher : AI Society & STMIK Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33022/ijcs.v12i1.3129

Abstract

Acute Respiratory Infections (ARI) are a health problem that often affects children and adults. For adults, acute respiratory infections are mild or common, but in children under five, this disease is a threat that can cause death. One of the causes of death due to acute respiratory infections is incorrect diagnosis. This study aims to determine the level of accuracy and optimal neural network architecture in detecting ARI using the backpropagation method. This research was implemented using MATLAB software with several forms of network architecture. Symptoms of ARI that were used as input for detection of the disease consisted of 13 variables targeting non-pneumonia and pneumonia ARDs. Based on the research results, the architecture with the best configuration consists of 13 input layer neurons, 20 hidden layer neurons, and two output layer neurons with a binary sigmoid activation function (logs), a learning rate value of 0.5, an error tolerance value of 0.001, a maximum of the epoch of 216 and MSE 0.000997. Artificial neural networks with the backpropagation method used for weight adjustment can respond to training data and testing data well, marked by the resulting network accuracy of 100% in accordance with the desired target.
Optimasi Metode Fuzzy Mamdani Dalam Estimasi Kebutuhan Pengadaan Suku Cadang Pada PT.XYZ Yulia; Arnomo, Sasa Ani
The Indonesian Journal of Computer Science Vol. 10 No. 2 (2021): The Indonesian Journal of Computer Science
Publisher : AI Society & STMIK Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33022/ijcs.v10i2.3007

Abstract

Persediaan merupakan hal yang penting bagi perusahaan untuk menjalankan proses bisnis agar efektif dan efisien sesuai dengan tujuan yang hendak dicapai. Salah satu contohnya adalah persediaan suku cadang pada PT. XYZ yang bergerak dibidang pabrikasi dan distribusi logam berat yaitu Cooper Slag di Kota Batam yang sangat dibutuhkan oleh pihak galangan kapal maupun Offshore. Tujuan dari penelitian ini adalah memudahkan PT. XYZ dalam mengambil keputusan optimasi persediaan suku cadang. Sistem yang di pakai adalah Fuzzy Inference System yang penerapannya menggunakan metode Mamdani. Metode ini dapat dengan mudah diterapkan pada sistem yang dibuat dengan bantuan toolbox fuzzy inference system. Fungsi implikasi yang digunakan dalam proses ini adalah fungsi MIN. Hasil yang didapat dalam pengujian FIS sebesar 8, angka ini masih dalam parameter variabel output sedikit dan sedang. Maka, didapat kesimpulan bahwa FIS metode Mamdani dapat membantu PT. XYZ dalam membuat keputusan pada optimasi dalam estimasi pengadaan suku cadang.
Co-Authors Abdul Hakim Abdul Majid AGUS AGUS SETIAWAN Akmal Albina Bare Telan, Albina Bare Aldila Septiana Alkafi ANDALIA, RIZKI Andi Abel Andri Swandi Andy Arnomo, Sasa Ani Ayu Eka Sundariyanti Boby Arya Putra Carolina Wirola Deta Chitra, Fara Cut Nawalul Azka Desi Hariani Desi Sarli Dian Paramitha Asyari Dwitanta, Sucipto Eddy Jajang Jaya Atmadja Edi Suprasetya Effendi Nurzal Elvina Indah Syafriani2 Eni Karsiningsih Enni Rosida Sinaga Fahirah Fajriah, Wina Fata Akram, Annas Fathmawati Febry Handiny Fitri Rahmah Fitriza, Rozi Gad Datak, Gad Gusni Rahma Gusrianti Hafizur Rahman Hajimi Harjoni Harjoni Henuriadi Herza Hummah, Wardhatul IBNU SANI Ika Suswanti Imron Burhan Inggri Dwi Rahesi Inung Sylvia, Ester Ira Dama Yanti Irawan Irwandi Rizki Putra Iswono Iyan Izzatul Yajidah Jusmiati Kamaruzzaman Kumil Laila, Wahyu Leanada Dela Guita Lidia Br Tarigan Lukman Manovri Yeni Marlina Meyi Yanti Monika Muksin, Ika Musbaing, Musbaing Musfirah Musfirah Musfirah Nabila Muchtar Nadia, Putri Nafisah Hanim Natriani Syam Naufal Qadri Syarif Nawalul Azka, Cut Nesa Triyulita Nesa Nizwardi Azkha Novyandra Ilham Bahtera Nur Asia Nur Ilmi Nurmalia Zakaria Nurmiwiyati Nurul Alfhisyahri Nurul Amaliyah Nurul Hafipa Majid Nurul Prihastita Rizyana Nurul Qomariah Nurzal, Effendi Panny Agustia Rahayuningsih Paulina Purwasih, Rati Putri Ayu Rafika Fadillah Rahma, Gusni Rahmadhani, Miftahul Khairi Rati Purwasih Rendy Rendy Ridho Saputra, Muhammad Rischa Aulia Widiawati Rita Tuken Ritha Tuken Rostiar Sitorus Roza, Jumita Sahara, Khalipatun Salikim Sepriono, Etda Shaliza, Fara SRI RAHAYU Sulistriani Sunarsieh Suzanni, Mulia Aria Swandhi, Monica Kharisma Tasya Destria Putri Tesia Septiani Thaib, Cut Masyitah Usman Wahid , Abdul Welly Yonathan S Pasinggi Yudi Sapta Pranoto Yulia Yulia Yusuf, Yunita Zuhra Zulrahmadi