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All Journal WAPFI (Wahana Pendidikan Fisika) Jurnal Pengajaran MIPA TELKOMNIKA (Telecommunication Computing Electronics and Control) Telematika : Jurnal Informatika dan Teknologi Informasi Wana Raksa Jurnal Pendidikan Biologi Indonesia Jurnal Inovasi Pendidikan IPA Jurnal Penelitian dan Pembelajaran IPA Indonesian Journal of Science and Technology Scientiae Educatia: Jurnal Pendidikan Sains Journal of Teaching and Learning Physics JC-T (Journal Cis-Trans): Jurnal Kimia dan Terapannya JIPFRI (Jurnal Inovasi Pendidikan Fisika dan Riset Ilmiah) Titian Ilmu: Jurnal Ilmiah Multi Sciences JPPPF (Jurnal Penelitian dan Pengembangan Pendidikan Fisika) JURNAL ILMIAH GEOMATIKA Information System for Educators and Professionals : Journal of Information System Jurnal Penelitian Pendidikan IPA (JPPIPA) JPF (Jurnal Pendidikan Fisika) Universitas Islam Negeri Alauddin Makassar Jurnal Ilmiah Matrik JURNAL TEKNIK INFORMATIKA DAN SISTEM INFORMASI Jurnal Dinamika Sosial Budaya Jurnal Teknik Pertanian Lampung (Journal of Agricultural Engineering) JPF : JURNAL PENDIDIKAN FISIKA JURNAL AGRONIDA Paedagogie Media Kependidikan, Keilmuan dan Keagamaan STKIP MUHAMMADIYAH SAMPIT SOLUSI Sinusoida: Jurnal Penelitian dan Pengkajian Elektro Jurnal Inovasi Pendidikan dan Sains Jurnal Abdimas Pariwisata Jurnal Cakrawala Pendas INFORMATION SYSTEM FOR EDUCATORS AND PROFESSIONALS : Journal of Information System Jurnal Pendidikan Sains Indonesia (Indonesian Journal of Science Education) JIPI (Jurnal IPA dan Pembelajaran IPA) JATIKOM: Jurnal Aplikasi dan Teori Ilmu Komputer Jurnal Guru Komputer Journal of Computers for Society
Wawan Setiawan
Universitas Pendidikan Indonesia
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Languange, Linguistic, Communication & Media Library & Information Science Materials Science & Nanotechnology Mathematics Physics Social Sciences Other

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Journal : Journal of Computers for Society

 1 
Implementation of Internet of Things Using Electrocardiogram Sensors to Identify Atrial Fibrillation Heart Disease Muhammad Ramdan Pamungkas; Wawan Setiawan; Lala Septem Riza
Journal of Computers for Society Vol 4, No 1 (2023): JCS: June 2023
Publisher : Universitas Pendidikan Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.17509/jcs.v4i1.71177

Abstract

Atrial Fibrillation (AF) is one of the most common heart diseases and increases the risk of stroke and heart failure up to five times. The symptoms of AF are very diverse and often asymptomatic, so an immediate examination is needed to detect it. Given the dangers of AF that could lead to heart failure or death, a diagnosis that can record daily heart rhythms is urgently needed. Research trends show increased use of the Internet of Things (IoT) due to its efficiency and real-time monitoring capabilities. The purpose of this study is to utilize the IoT concept by designing a prototype AF detection device called Atrial Fibrillation Detector (AFD) using a ESP8266 microcontroller device and an AD8266 Electrocardiogram (ECG) sensor. The results of the study show that AFD can identify AF through 4 main stages, including the process of recording ECG data, the process of sending data from the AFD device to the server, the process of processing data to identify the appearance of AF and the process of sending notifications if there is an indication of the appearance of AF. To further test AFD, two experimental scenarios were applied; blackbox testing and comparison of the suitability of AF detection results. In the first experiment, AFD managed to pass the total number of scenarios that existed at 16 scenarios. In the second experiment, AFD only managed to identify exactly 9 out of 15 scenarios.
Detection of Motorcycles on Highways Using Faster R-CNN Based on VGG16 Moch Dian Lazuardi Yudha; Wawan Setiawan; Yaya Wihardi
Journal of Computers for Society Vol 4, No 1 (2023): JCS: June 2023
Publisher : Universitas Pendidikan Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.17509/jcs.v4i1.71179

Abstract

This research aims to develop an object detection system with input in the form of image data in free size. The development of an object detection system model was carried out by applying Machine Learning to overcome object detection in an image using the Faster R-CNN method based on the VGG16 algorithm. The system developed produces a bounding box for an object in the image. System development was carried out in the Python programming language by utilizing several libraries such as Keras. Experiments were carried out by measuring the loss value of the training data entered into the system. The experimental results show that the resulting information is proven to be able to detect objects in a given image. This system can produce information based on image data that has been trained with this system. This study used two experiments which obtained a loss value of 0.0601 in the first study and 0.1211 in the second study.
Co-Authors A. Suhandi Acep Aris Mubarok Achmad Samsudin Ade Gafar Abdullah, Ade Gafar Agi Firmansyah Agi Firmansyah Agus Setiawan Aim Abdulkarim Alivermana Wiguna Andi Suhandi Andi Suhandi Anna Permanasari Any Fitriani Anzir Tanjung Ari Widodo Arifah Rahayu ariman ariman Asep Sigit Pranamulya Bahar Nugraha Praja Desmala Sari Didik Priyandoko Effendy Effendy Eka Fitrajaya Rahman Eki Nugraha Enjun Junaeti Erlangga, Erlangga Evi Novianti Fariati Fariati Fatimah Setiani Fransisca Sudargo Tapilouw Gunawan, Kadek Dwi Hendratma Hana Lestari Heni Safitri HERNANI - Herry Sofyan Ida Hamidah Ida Kaniawati Iskandarsyah, Aulia Ismail Ismail Juwairiah Juwairiah Kadek Dwi Hendratma Gunawan Kama Abdulhakam Ketut Gunawan KL Putri Kurniawan, Iwan Setia L Liliasari Lala Septem Riza Liliasari Liliasari , Mahmoud Fahsi Masrifah, Masrifah Moch Dian Lazuardi Yudha Muhammad Ramdan Pamungkas Nana Supriatna Nia Nurdiani Nirsetyo Wahdi Nuryani Rustaman Octavianus Lumban Tobing Oding Syafruddin Syafruddin P Sinaga Parlindungan Sinaga Parlindungan Sinaga Parlindungan Sinaga Parsaoran Siaahan Parsaoran Siahaan Puspo Dewi Dirgantari Putut Sri Wijayanto Raden Ahmad Hadian Adhy Permana* Rahmat Rizal Ridwan Siskandar Rosmiati Rosmiati Rossy Rossy Agustriyanda Safitri, Koko Satriawan, Muhammad Siti Sriyati Sri Anggraeni Sugianto Sugianto TATI NURHAYATI Thoha Firdaus Topik Hidayat Tri Endro Pranowo Tyas Farrah Dhiba Ute Lies Siti Khadijah Vioreza, Niken Wahyuni Handayani Wibisono, Yudi Wihardi, Yaya Willyanto Kartiko Kusumo Wiweka Wiweka Yudhitiya Dyah Sukmadewi, Yudhitiya Dyah Yulianti Yusal Yulianti Yusal Yulina, Indah Karina Yulison Herry Chrisnanto Yunina Surtiana Yunina Surtiana