Identifying Patterns in Financial Markets New Approach Combining Rules Between PIPs and SAX
Başlık:
Identifying Patterns in Financial Markets New Approach Combining Rules Between PIPs and SAX
Yazar:
Leitão, João. author.
ISBN:
9783319701608
Yazar:
Edisyon:
1st ed. 2018.
Fiziksel Niteleme:
XVII, 66 p. 69 illus. online resource.
Seri:
SpringerBriefs in Computational Intelligence,
İçindekiler:
Introduction -- Related Work -- SIR/GA approach -- Case studies.
Özet:
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.
Konu Başlığı:
Ek Kurum Yazar:
Elektronik Erişim:
https://doi.org/10.1007/978-3-319-70160-8