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Identifying Patterns in Financial Markets SpringerBriefs in Computational Intelligence

Identifying Patterns in Financial Markets SpringerBriefs in Computational Intelligence New Approach Combining Rules Between PIPs and SAX - SpringerBriefs in Applied Sciences and Technology

1st Edition 2018

Paperback (18 Jan 2018)

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Publisher's Synopsis

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.

Book information

ISBN: 9783319701592
Publisher: Springer International Publishing
Imprint: Springer
Pub date:
Edition: 1st Edition 2018
Language: English
Number of pages: 66
Weight: 132g
Height: 235mm
Width: 155mm
Spine width: 5mm