Wavelet discrete transform, ANFIS and linear regression for short-term time series prediction of air temperature

Wavelet discrete transform, ANFIS and linear regression for short-term time series prediction of air temperature

This paper investigates the ability of Discrete Wavelet Transform and Adaptive Network-Based Fuzzy Inference System in time-series data modeling of weather parameters. Plotting predicted data results on Linear Regression is used as the baseline of the statistical model. Data were tested in every 10...

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Bibliographic Details
Main Author: Devi Munandar
Format: Article
Language:English
Published: Universitas Ahmad Dahlan 2017-07-01
Series:IJAIN (International Journal of Advances in Intelligent Informatics)
Subjects:
Discrete Wavelet Transform
Linear Regression
ANFIS
Sub-Time Series Data
Plotting data
Online Access:http://ijain.org/index.php/IJAIN/article/view/101

Internet

http://ijain.org/index.php/IJAIN/article/view/101

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