Identifying Patterns in Financial Markets: New Approach Combining Rules Between PIPs and SAX (SpringerBriefs in Applied Sciences and Technology)

João Leitão

  • 出版商: Springer
  • 出版日期: 2018-01-18
  • 售價: $2,170
  • 貴賓價: 9.5$2,062
  • 語言: 英文
  • 頁數: 84
  • 裝訂: Paperback
  • ISBN: 3319701592
  • ISBN-13: 9783319701592
  • 下單後立即進貨 (約1週~2週)


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.