Identifying Patterns in Financial Markets

New Approach Combining Rules Between PIPs and SAX

von João Leitão, Rui Ferreira Neves, Nuno C.G. Horta

66 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• Reihe: SpringerBriefs in Computational Intelligence
• Themen: Informatik und Informationstechnologie Informatik Künstliche Intelligenz (KI)
• ISBN: 9783319701592
• Sprache: Englisch
• Erscheinungsdatum: 18.01.2018
• Größe: 23.5 x 15.5 cm
• Verlag: Springer International Publishing