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Identifying Patterns in Financial Markets
New Approach Combining Rules Between PIPs and SAX
Udgivet af Springer International Publishing AG
ISBN
9783319701592
Om denne bog
This book describes a new pattern discovery approach based on the combination among rules between Perceptually Important Points (PIPs) and the Symbolic Aggregate approximation (SAX) representation optimized by Genetic Algorithm (GA). The proposed approach was tested with real data from S&P500 index and all the results …
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Bogdetaljer
Forfatter
Nuno C.G. Horta, Joao Leitao, Rui Ferreira Neves
Forlag
Springer International Publishing AG
Kategori
Mønstergenkendelse
ISBN-13
9783319701592
EAN
9783319701592
Format
Hæftet
Sprog
Engelsk
sider
66
Undertitel
- New Approach Combining Rules Between PIPs and SAX
Produktbeskrivelse
This book describes a new pattern discovery approach based on the combination among rules between Perceptually Important Points (PIPs) and the Symbolic Aggregate approximation (SAX) representation optimized by Genetic Algorithm (GA). The proposed approach was tested with real data from S&P500 index and all the results obtained outperform the Buy&Hold strategy. Three different case studies are presented by the authors.
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