Results 1 to 10 of about 153,046 (296)

The improved integrated Exponential Smoothing based CNN-LSTM algorithm to forecast the day ahead electricity price [PDF]

open access: yesMethodsX
The deregulation of electricity market has led to the development of the short-term electricity market. The power generators and consumers can sell and purchase the electricity in the day ahead terms.
Kunal Shejul   +2 more
doaj   +2 more sources

KOMPARASI METODE PERAMALAN AUTOMATIC CLUSTERING TECHNIQUE AND FUZZY LOGICAL RELATIONSHIPS DENGAN SINGLE EXPONENTIAL SMOOTHING [PDF]

open access: yesMedia Statistika, 2015
Automatic clustering technique and fuzzy logical relationships(ACFLR) is one of the forecasting method that used to predict time series data that can be applied in any data. Several previous studies said that this method has a good accuracy.
Betik Endaryati, Robert Kurniawan
doaj   +2 more sources

A Pedant's Approach to Exponential Smoothing [PDF]

open access: yes, 2005
An approach to exponential smoothing that relies on a linear single source of error state space model is outlined. A maximum likelihood method for the estimation of associated smoothing parameters is developed. Commonly used restrictions on the smoothing
Ralph D Snyder
core   +2 more sources

EXCHANGE-RATES FORECASTING: EXPONENTIAL SMOOTHING TECHNIQUES AND ARIMA MODELS [PDF]

open access: yesAnnals of the University of Oradea: Economic Science, 2011
Exchange rates forecasting is, and has been a challenging task in finance. Statistical and econometrical models are widely used in analysis and forecasting of foreign exchange rates.
Dezsi Eva, Fat Codruta Maria
doaj   +2 more sources

Forecasting Malaysian Ringgit Using Exponential Smoothing Techniques

open access: yesJournal of Computing Research and Innovation, 2021
Forecasting the foreign currency exchange is a challenging task since it is influenced by political, economic and psychological factors. This paper focuses on the forecasting Malaysian Ringgit (MYR) exchange rate against the United States Dollar (USD ...
Noreha Mohamed Yusof   +3 more
doaj   +5 more sources

PENERAPAN METODE EKSPONENTIAL SMOOTHING DALAM MEMPREDIKSI JUMLAH PESERTA DIDIK BARU DI SMA FAVORIT KOTA PAYAKUMBUH

open access: yesMajalah Ilmiah Matematika dan Statistika, 2022
Forecasting is a technique for estimating a value on a particular object in the future by paying attention to past data. This forecasting uses the Exponential Smoothing models because the data used is in accordance with the model.
Muhammad Marizal, Fikha Mutiarani
doaj   +1 more source

Analisis Error Terhadap Peramalan Data Penjualan

open access: yesTechno.Com, 2021
Tujuan penelitian ini membahas tentang peramalan permintaan lampu LED bermerk Sanyo. Penelitian ini menggunakan metode Moving Average dan Exponential Smoothing.
Alyauma Hajjah, Yulvia Nora Marlim
doaj   +1 more source

Bootstrapped Holt Method with Autoregressive Coefficients Based on Harmony Search Algorithm

open access: yesForecasting, 2021
Exponential smoothing methods are one of the classical time series forecasting methods. It is well known that exponential smoothing methods are powerful forecasting methods.
Eren Bas, Erol Egrioglu, Ufuk Yolcu
doaj   +1 more source

Prediction of macroeconomic variables of Pakistan: Combining classic and artificial network smoothing methods

open access: yesJournal of Open Innovation: Technology, Market and Complexity, 2023
This research concentrates on using neural networks in the modelling and prediction of macroeconomic variables in specific. Macroeconomic predictors are particularly interested in neural networks because of their capacity to predict any linear or non ...
Rabia Sabri   +5 more
doaj   +1 more source

Analysis of time series for Malaysian currency exchange rate to the United States currency [PDF]

open access: yes, 2021
Currency exchange rate is one of the external factors that will affect the financial status of Malaysia. Therefore, forecasting the foreign currency exchange rate is important for the financial decision makers, bankers, academic researchers and business ...
Che Him, Norziha   +4 more
core   +1 more source

Home - About - Disclaimer - Privacy