71 search results - page 1 / 15 » Forecasting time series with multiple seasonal patterns |
EOR
2008
13 years 6 months ago
2008
CSDA
2006
13 years 6 months ago
2006
We explore a periodic analysis in the context of unobserved components time series models that decompose time series into components of interest such as trend, seasonal and irregu...
FSS
2002
13 years 6 months ago
2002
This paper proposes a fuzzy seasonal ARIMA (FSARIMA) forecasting model, which combines the advantages of the seasonal time series ARIMA (SARIMA) model and the fuzzy regression mod...
MLDM
2009
Springer
14 years 27 days ago
2009
Springer
The paper describes a method for predicting climate time series that consist of significant annual and diurnal seasonal components and a short-term stockastic component. A memory...
AAAI
2008
13 years 8 months ago
2008
We describe a method to improve detection of disease outbreaks in pre-diagnostic time series data. The method uses multiple forecasters and learns the linear combination to minimi...