Shu-xia Yang.Study and application of time series forecasting based on rough set and Kernel method[J]. Journal of Central South University of Technology .2008(2)杨淑霞.Study and application of time series forecasting based on rough set and Kernel method[J]. Journal of Central South University ...
关键词: 温室湿度; 季节性时间序列; 模型; 预测预报中图分类号: S625.5,S162文献标志码: A论文编号: 2010-1113Application of Seasonal Time ... 收藏 分享 下载 举报 用客户端打开
Journal of the Operational Research SocietyZhang, G.P., Berardi, V.L.: Time Series Forecasting with Neural Network Ensembles: an Application for Exchange Rate Prediction. Journal of the Operational Research Society 52, 652–664 (2001)
However, the properties of these time series are so complex that they are difficult to model directly. Thus, this study provides a comprehensive analysis of forecasting monthly electricity consumption by comparing several decomposition techniques followed by various time series models. To this end, ...
This paper deals with the application of a novel neural network technique, support vector machine (SVM), in financial time series forecasting. The objective of this paper is to examine the feasibility of SVM in financial time series forecasting by comparing it with a multi-layer back-propagation...
This study based on time series forecasting method, focus on the application of ARIMA (p,d,q) model, including smooth access to data, data processing, type identification, parameter estimation and model for the ARMA model order, model testing, and gives the model instance and, finally, ARIMA...
2017. Grouped functional time series forecasting: An application to age-specific mortality rates. Journal of Computational and Graphical Statistics, 26(2):330-343.Shang, H. L. and Hyndman, R. J. (2016), Grouped functional time series forecasting: an application to age-specific mortality rates,...
TIME-SERIES ANALYSIS OF GROUND-LEVEL OZONE IN MUDA IRRIGATION SCHEME AREA (MADA), KEDAH Time-series analysis and forecasting has become a major tool in many applications in air pollution and environmental management fields. The forecast of air... M Ismail - 《Journal of Sustainability Science &...
Soil moisture dynamics simulation is an important item of soil moisture monitoring and forecasting.In this paper,time series analysis linear model is used to forecast the change trend of soil moisture.By comparing the measured value with the estimated value,it is showed that the time series analysi...
Both day–to–day and long–term decisions often rely on some form of forecasting, where misspecification of the probability of some future value can mean misapplication of policies or misdirected business decisions. Many forecasts explicitly or implicitly assume a Gaussian confidence interval; but ...