[PDF][PDF] Optimization of Markov weighted fuzzy time series forecasting using genetic algorithm (GA) and particle swarm optimization (PSO)

S Surono, KW Goh, CW Onn, A Nurraihan… - Emerging Science …, 2022 - academia.edu
Abstract The Markov Weighted Fuzzy Time Series (MWFTS) is a method for making
predictions based on developing a fuzzy time series (FTS) algorithm. The MWTS has …

The hybrid model of autoregressive integrated moving average and fuzzy time series Markov chain on long-memory data

D Devianto, K Ramadani, Maiyastri, Y Asdi… - Frontiers in Applied …, 2022 - frontiersin.org
Introduction The price of crude oil as an essential commodity in the world economy shows a
pattern and identifies the component factors that influence it in the short and long term. The …

[PDF][PDF] Peramalan nilai ekspor Provinsi Jawa Tengah dengan metode fuzzy time series berbasis algoritma novel

SW Utami, IM Nur, M Al Haris - J Stat. J. Ilm. Teor. dan Apl. Stat, 2022 - academia.edu
Ekspor berperan penting dalam perekonomian suatu daerah. Ekspor dapat digambarkan
melalui nilai ekspor, yaitu nilai berupa uang yang merupakan hasil dari penjualan …

Time Series Modeling of Natural Gas Future Price With Fuzzy Time Series Chen, Lee and Tsaur

D Devianto, A Zuardin, M Maiyastri - BAREKENG: Jurnal Ilmu …, 2022 - ojs3.unpatti.ac.id
Investment is the process of investing money or capital for profit or material results. The
investor carefully calculates the investment object to minimize losses and maximize profits …

[PDF][PDF] Fuzzy Time Series Markov Chain for Rice Production Forecasting

MN Mubarrok, UW Nuryanto, R Fika… - … Research and Critics …, 2022 - researchgate.net
Forecasting is an activity to get an estimate of the value that will appear in the future by
paying attention to past events. Forecasting can be used as decision support in determining …

Pemodelan Harga Saham BSI dengan Metode Fuzzy Time Series Markov Chain

S Wajdi - Jurnal Pendidikan Tambusai, 2022 - jptam.org
Saham adalah salah satu instrumen lembaga keuangan yang paling populer. Salah satu
pilihan perusahaan ketika memutuskan untuk pendanaan perusahaan adalah menerbitkan …

[PDF][PDF] The New Approach Optimization Markov Weighted Fuzzy Time Series using Particle Swarm Algorithm

S Surono, NS Siregar - Journal of Education and Science, 2022 - iasj.net
ABSTRACT Markov Weighted Fuzzy Time Series is a forecasting method that applies fuzzy
logic to form linguistic variables from existing data. The formation of linguistic variables …

[PDF][PDF] Perbandingan Metode Fuzzy Time Series Markov Chain dan Fuzzy Time Series Chen Average Based untuk Peramalan Volume Impor Migas.

TS Yanti - Bandung Conference Series …, 2022 - download.garuda.kemdikbud.go.id
Peramalan adalah proses perkiraan tentang sesuatu yang terjadi pada waktu yang akan
datang berdasarkan data empiris, sedangkan times series adalah analisis yang …

Average based-FTS Markov chain based on a modified frequency density partitioning to predict Covid-19 in central Java

S Hariyanto, Z Zaenurrohman… - … Matematika Murni dan …, 2022 - ejournal.uin-malang.ac.id
COVID-19 is still a pandemic in Indonesia, and Central Java is no exception. New positive
cases of COVID-19 in Central Java are being discovered every day. Therefore, researchers …

Comparison of Fuzzy Time Series Markov Chain and Average Based Fuzzy Time Series Markov Chain in Forecasting Composite Stock Price Index

YR Safitri - Jurnal Riset dan Aplikasi Matematika (JRAM), 2022 - journal.unesa.ac.id
JCI's movement is a reference for investors to make decisions on whether to sell, hold, or
buy shares. In this study, the Fuzzy Time Series Markov Chain (FTS-MC) and Average …