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Identifying patterns in financial ma...

Horta, Nuno C.G.

Identifying patterns in financial marketsnew approach combining rules between PIPs and SAX /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Identifying patterns in financial marketsby Joao Leitao, Rui Ferreira Neves, Nuno C.G. Horta.
其他題名:	new approach combining rules between PIPs and SAX /
作者:	Leitao, Joao.
其他作者:	Neves, Rui Ferreira.
出版者:	Cham :Springer International Publishing :2018.
面頁冊數:	xvii, 66 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
標題:	Portfolio management.
電子資源:	http://dx.doi.org/10.1007/978-3-319-70160-8
ISBN:	9783319701608$q(electronic bk.)

Identifying patterns in financial marketsnew approach combining rules between PIPs and SAX /
Leitao, Joao.

Identifying patterns in financial marketsnew approach combining rules between PIPs and SAX /[electronic resource] :by Joao Leitao, Rui Ferreira Neves, Nuno C.G. Horta. - Cham :Springer International Publishing :2018. - xvii, 66 p. :ill., digital ;24 cm. - SpringerBriefs in applied sciences and technology,2191-530X. - SpringerBriefs in applied sciences and technology..

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$q(electronic bk.)

Standard No.: 10.1007/978-3-319-70160-8doiSubjects--Topical Terms:

186383
Portfolio management.

LC Class. No.: HG4529.5

Dewey Class. No.: 332.6

Identifying patterns in financial marketsnew approach combining rules between PIPs and SAX /
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