AHMAD FAUZI
Universitas Islam Negeri Imam Bonjol Padang

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FORECASTING SAHAM SYARIAH DENGAN MENGGUNAKAN LSTM AHMAD FAUZI
Al-Masraf: Jurnal Lembaga Keuangan dan Perbankan Vol 4, No 1 (2019): Januari - Juni 2019
Publisher : Prodi Manaj. Perbankan Syariah Fakultas Ekonomi dan Bisnis Islam – UIN Imam Bonjol Padang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15548/al-masraf.v4i1.210

Abstract

Islamic stocks as one of the many stocks listed on the JCI are a barometer of the Islamic market in Indonesia. One approach in predicting stock prices is by using machine learning. The purpose of this study is to make a model that is used to predict JII shares using the LSTM approach. The data used amounted to 1402 records related to the Jakarta Islamic Index (JII) stock from March 4, 2014 - January 2, 2019. Model making uses 3 Epochs (1, 10 and 20). The results showed the best model was to use 20 Epochs. The increase in Epoch affects the value  of MSE and RMSE which are getting smaller. For Epoch 20, the values of MSE and RMSE are ~ 0.00019 and~0.014, respectively.
Strategi Transformasi Digital dalam Pemeriksaan Kualitas Air Bersih pada Laboratorium Kesehatan Domi Sepri; Ahmad Fauzi
Jurnal Informasi dan Teknologi 2022, Vol. 4, No. 3
Publisher : SEULANGA SYSTEM PUBLISHER

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37034/jidt.v4i3.206

Abstract

The rapid development of information technology and the Industrial Revolution 4.0 has an impact on all lines of life, including the medical and health fields. The Ministry of Health has planned a digital transformation strategy in its blueprint planning document until 2024. One of the transformation strategies is about the health quality of clean water, because it is an important part in forming a healthy society. Sanitation health and clean water quality standards that have been set by the ministry of health in the process of being implemented by internal monitoring agencies, namely district/city health laboratories are generally still not digital-based. Health laboratories in general still carry out the registration service for the examination of clean water samples to the delivery of the results of labor examinations using paper records. It is prone to recording errors and is prone to loss. The process of digitizing the Clean Water Quality Inspection Information System was developed with a web-based application platform. This research is a Research and Development (R&D) research which was developed using the Process Flowchart Methodology or waterfalls. The flow of steps carried out is to analyze and build a design system and produce a system that becomes a recommendation in the process of transforming Information Technology-based services in the health sector for public services. So that this research can be used as a reference in the development of a digital transformation system