DocumentCode
327666
Title
A pattern matching tool for time-series forecasting
Author
Singh, Sameer ; Stuart, Elizabeth
Author_Institution
Sch. of Comput., Univ. of Plymouth, UK
Volume
1
fYear
1998
fDate
16-20 Aug 1998
Firstpage
103
Abstract
We describe a pattern recognition based tool for forecasting. We compare the results of forecasting with this tool against the exponential smoothing method on Santa Fe series data and US financial index. The results show that the pattern recognition based tool is highly accurate on standard error measures
Keywords
forecasting theory; pattern matching; time series; Santa Fe series data; US financial index; exponential smoothing method; pattern matching tool; standard error measures; time-series forecasting; Error correction; Identity-based encryption; Iron; Measurement standards; Multi-layer neural network; Neural networks; Pattern matching; Recurrent neural networks; Smoothing methods; Time series analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition, 1998. Proceedings. Fourteenth International Conference on
Conference_Location
Brisbane, Qld.
ISSN
1051-4651
Print_ISBN
0-8186-8512-3
Type
conf
DOI
10.1109/ICPR.1998.711090
Filename
711090
Link To Document