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Identifying Patterns in Financial Ma...
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SpringerLink (Online service)
Identifying Patterns in Financial Markets = New Approach Combining Rules Between PIPs and SAX /
Record Type:
Language materials, printed : Monograph/item
Title/Author:
Identifying Patterns in Financial Markets/ by João Leitão, Rui Ferreira Neves, Nuno C.G. Horta.
Reminder of title:
New Approach Combining Rules Between PIPs and SAX /
Author:
Leitão, João.
other author:
Neves, Rui Ferreira.
Description:
XVII, 66 p. 69 illus.online resource. :
Contained By:
Springer Nature eBook
Subject:
Computational intelligence. -
Online resource:
https://doi.org/10.1007/978-3-319-70160-8
ISBN:
9783319701608
Identifying Patterns in Financial Markets = New Approach Combining Rules Between PIPs and SAX /
Leitão, João.
Identifying Patterns in Financial Markets
New Approach Combining Rules Between PIPs and SAX /[electronic resource] :by João Leitão, Rui Ferreira Neves, Nuno C.G. Horta. - 1st ed. 2018. - XVII, 66 p. 69 illus.online resource. - SpringerBriefs in Computational Intelligence,2625-3704. - SpringerBriefs in Computational Intelligence,.
Introduction -- Related Work -- SIR/GA approach -- Case studies.
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.
ISBN: 9783319701608
Standard No.: 10.1007/978-3-319-70160-8doiSubjects--Topical Terms:
568984
Computational intelligence.
LC Class. No.: Q342
Dewey Class. No.: 006.3
Identifying Patterns in Financial Markets = New Approach Combining Rules Between PIPs and SAX /
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