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Combining rules between PIPs and SAX to identify patterns in financial markets

  • Published:2016-12 Issue: Volume:65 Page:242-254
  • ISSN:0957-4174
  • Container-title:Expert Systems with Applications
  • language:en
  • Short-container-title:Expert Systems with Applications

Author:

Leitão João,Neves Rui Ferreira,Horta Nuno

Funder

Fundação para a Ciência e a Tecnologia

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference19 articles.

1. A new look at the efficient market hypothesis;Bernstein;Journal of Porfolio Management,1999

2. Encyclopedia of chart patterns;Bulkowski,2005

3. A SAX-GA approach to evolve investment strategies on financial markets based on pattern discovery techniques;Canelas;Expert Systems with Applications,2013

4. Stock market trading rule based on pattern recognition and technical analysis: Forecasting the DJIA index with intraday data;Cervelló-Royo;Expert Systems with Applications,2015

5. The encyclopedia of technical market indicators;Colby,2003

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1. Trading rule discovery using technical analysis and a template matching technique for pattern recognition: Evidence from the Chinese stock market;International Studies of Economics;2023-08-22

2. A time-varying stock portfolio selection model based on optimized PSO-BiLSTM and multi-objective mathematical programming under budget constraints;Neural Computing and Applications;2023-06-16

3. Chart GCN: Learning chart information with a graph convolutional network for stock movement prediction;Knowledge-Based Systems;2022-07

4. Related Work;Stock Exchange Trading Using Grid Pattern Optimized by A Genetic Algorithm with Speciation;2021

5. Introduction;Stock Exchange Trading Using Grid Pattern Optimized by A Genetic Algorithm with Speciation;2021
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