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Wavelet Enhanced Analytical and Evolutionary Approaches to Time Series Forecasting.

Authors :
Hutchison, David
Kanade, Takeo
Kittler, Josef
Kleinberg, Jon M.
Mattern, Friedemann
Mitchell, John C.
Naor, Moni
Nierstrasz, Oscar
Rangan, C. Pandu
Steffen, Bernhard
Sudan, Madhu
Terzopoulos, Demetri
Tygar, Doug
Vardi, Moshe Y.
Weikum, Gerhard
Beliczynski, Bartlomiej
Dzielinski, Andrzej
Iwanowski, Marcin
Ribeiro, Bernardete
Kozlowski, Bartosz
Source :
Adaptive & Natural Computing Algorithms (9783540715894); 2007, p49-57, 9p
Publication Year :
2007

Abstract

This paper provides two methodologies for forecasting time series. One of them is based on the Wavelet Analysis and the other one on the Genetic Programming. Two examples from finance domain are used to illustrate how given methodologies perform in real-life applications. Additionally application to specific classes of time series, seasonal, is discussed. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISBNs :
9783540715894
Database :
Complementary Index
Journal :
Adaptive & Natural Computing Algorithms (9783540715894)
Publication Type :
Book
Accession number :
33109787
Full Text :
https://doi.org/10.1007/978-3-540-71618-1_6