Analysis of Backpropagation Method with Sigmoid Bipolar and Linear Function in Prediction of Population Growth

E Siregar, H Mawengkang, EB Nababan… - Journal of Physics …, 2019 - iopscience.iop.org
Backpropagation method is an artificial neural network method that is often used for
prediction. However, the use of activation functions and training functions greatly affects the …

Analysis of Sequential Order Incremental Methods in Predicting the Number of Victims Affected by Disasters

P Parulian, MH Tinambunan, S Ginting… - Journal of Physics …, 2019 - iopscience.iop.org
Disaster is a series of events that threaten and disrupt human life caused by natural factors,
non-natural factors and human factors themselves. Therefore, disasters cause casualties …

Implementation of ANN for Predicting the Percentage of Illiteracy in Indonesia by Age Group

GW Bhawika, P Purwantoro, GSA Daengs… - Journal of Physics …, 2019 - iopscience.iop.org
Illiteracy is one of the serious problems experienced by Indonesia. The lack of care from the
government and the private sector towards illiterate people makes the illiteracy rate quite …

Analisis jaringan saraf dalam estimasi tingkat pengangguran terbuka penduduk Sumatera Utara

J Wahyuni, YW Paranthy, A Wanto - Jurnal Infomedia: Teknik …, 2018 - e-jurnal.pnl.ac.id
Pengangguran merupakan salah satu masalah ekonomi yang mempengaruhi kehidupan
manusia secara langsung. Di Indonesia tingkat persentase pengangguran cukup tinggi …

Forecasting the export and import volume of crude oil, oil products and gas using ANN

A Wanto, BH Hayadi, P Subekti… - Journal of Physics …, 2019 - iopscience.iop.org
The purpose of this study is to see the development of the volume (value) of exports and
Imports of oil and gas in Indonesia in the form of estimated results for the coming years …

Predictions of World Population Life Expectancy Using Cyclical Order Weight/Bias

MKZ Sormin, P Sihombing, A Amalia… - Journal of Physics …, 2019 - iopscience.iop.org
Life expectancy is the average number of years of life that is still lived by someone who has
reached a certain age. Life Expectancy is a tool to evaluate government performance in …

Bipolar function in backpropagation algorithm in predicting Indonesia's coal exports by major destination countries

B Febriadi, Z Zamzami, Y Yunefri… - IOP Conference Series …, 2018 - iopscience.iop.org
Coal is one of the most widely used energy sources in the world, and Indonesia is one of the
coal exporting countries. Therefore, Indonesia's long-term availability of coal must be …

Analysis of the Backpropagation Algorithm in Viewing Import Value Development Levels Based on Main Country of Origin

A Wanto, N Ginantra, N Nurmawati… - Journal of Physics …, 2019 - iopscience.iop.org
In this study, we will discuss the development of import values in general based on the main
country of origin in units of net weight (tons). The import value to be discussed is focused on …

Polak-Ribiere updates analysis with binary and linear function in determining coffee exports in Indonesia

N Nasution, A Zamsuri, L Lisnawita… - IOP Conference Series …, 2018 - iopscience.iop.org
The purpose of this study is to determine and predict coffee exports in Indonesia based on
the main destination countries for years to come. The results of this study are expected to be …

Analysis of the Accuracy Batch Training Method in Viewing Indonesian Fisheries Cultivation Company Development

A Wanto, P Parulian, H Siahaan… - Journal of Physics …, 2019 - iopscience.iop.org
Abstract Analysis of research is very important to do, so that research becomes more precise
and directed. As well as analyzing the development of aquaculture companies in Indonesia …