Results 1 to 10 of about 19,835 (159)
The improved integrated Exponential Smoothing based CNN-LSTM algorithm to forecast the day ahead electricity price [PDF]
MethodsXThe 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
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Volatility forecasting with smooth transition exponential smoothing [PDF]
International Journal of Forecasting, 2004 Adaptive exponential smoothing methods allow smoothing parameters to change over time, in order to adapt to changes in the characteristics of the time series. This paper presents a new adaptive method for predicting the volatility in financial returns. It enables the smoothing parameter to vary as a logistic function of user-specified variables.
James W Taylor
exaly +3 more sources
Exponential smoothing for irregular data [PDF]
Applications of Mathematics, 2006 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Tomáš Cipra
exaly +3 more sources
Forecasting Malaysian Ringgit Using Exponential Smoothing Techniques
Journal 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
Majalah 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
Techno.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
Forecasting, 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
Journal 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
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Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), 2022 Commodity prices forecasting is one of the business functions to estimate future demand based on past data trend. This study aims to implement a trial and error technique of the constant (alpha α) value in the exponential smoothing method.
Hazriani Hazriani, Yuyun, Mashur Razak
doaj +1 more source
PREDIKSI JUMLAH CALON PESERTA DIDIK BARU MENGGUNAKAN METODE DOUBLE EXPONENTIAL SMOOTHING DARI BROWN
Jurnal Lebesgue, 2020 Peramalan data statistika memerlukan kesesuaian pola data dengan metode peramalan yang digunakan. Tujuan penelitian ini yaitu memprediksi jumlah mahasiswa baru pada tahun ajaran baru menggunakan metode Double Exponential Smoothing satu parameter dari ...
Aden, Anggela Supriyanti
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