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portada Identifying Patterns in Financial Markets: New Approach Combining Rules Between Pips and sax (Springerbriefs in Applied Sciences and Technology)
Type
Physical Book
Publisher
Author
Year
2017
Language
English
Pages
66
Format
Paperback
ISBN13
9783319701592
Edition No.
1
Categories

Identifying Patterns in Financial Markets: New Approach Combining Rules Between Pips and sax (Springerbriefs in Applied Sciences and Technology)

João Leitão; Rui Ferreira Neves; Nuno C.g. Horta (Author) · Springer · Paperback

Identifying Patterns in Financial Markets: New Approach Combining Rules Between Pips and sax (Springerbriefs in Applied Sciences and Technology) - João Leitão; Rui Ferreira Neves; Nuno C.G. Horta

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Synopsis "Identifying Patterns in Financial Markets: New Approach Combining Rules Between Pips and sax (Springerbriefs in Applied Sciences and Technology)"

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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