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Identifying Patterns in Financial Markets

New Approach Combining Rules Between PIPs and SAX

Paperback Engels 2018 9783319701592
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

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.

Specificaties

ISBN13:9783319701592
Taal:Engels
Bindwijze:paperback
Uitgever:Springer International Publishing

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Inhoudsopgave

Introduction.- Related Work.- SIR/GA approach.- Case studies.

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        Identifying Patterns in Financial Markets