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Accepted Manuscript A dynamic trading rule based on filtered flag pattern recognition for stock market price forecasting Rub ´ en Ar ´ evalo , Jorge Garc´ ıa , Francisco Guijarro , Alfred Peris PII: S0957-4174(17)30182-3 DOI: 10.1016/j.eswa.2017.03.028 Reference: ESWA 11183 To appear in: Expert Systems With Applications Received date: 7 January 2017 Revised date: 3 March 2017 Accepted date: 13 March 2017 Please cite this article as: Rub ´ en Ar ´ evalo , Jorge Garc´ ıa , Francisco Guijarro , Alfred Peris , A dy- namic trading rule based on filtered flag pattern recognition for stock market price forecasting, Expert Systems With Applications (2017), doi: 10.1016/j.eswa.2017.03.028 This is a PDF file of an unedited manuscript that has been accepted for publication. As a service to our customers we are providing this early version of the manuscript. The manuscript will undergo copyediting, typesetting, and review of the resulting proof before it is published in its final form. Please note that during the production process errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain.

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Page 1: A dynamic trading rule based on filtered flag pattern ...isiarticles.com/bundles/Article/pre/pdf/101242.pdf · x We propose an automatic and dynamic trading rule based on flag pattern

Accepted Manuscript

A dynamic trading rule based on filtered flag pattern recognition forstock market price forecasting

Ruben Arevalo , Jorge Garcıa , Francisco Guijarro , Alfred Peris

PII: S0957-4174(17)30182-3DOI: 10.1016/j.eswa.2017.03.028Reference: ESWA 11183

To appear in: Expert Systems With Applications

Received date: 7 January 2017Revised date: 3 March 2017Accepted date: 13 March 2017

Please cite this article as: Ruben Arevalo , Jorge Garcıa , Francisco Guijarro , Alfred Peris , A dy-namic trading rule based on filtered flag pattern recognition for stock market price forecasting, ExpertSystems With Applications (2017), doi: 10.1016/j.eswa.2017.03.028

This is a PDF file of an unedited manuscript that has been accepted for publication. As a serviceto our customers we are providing this early version of the manuscript. The manuscript will undergocopyediting, typesetting, and review of the resulting proof before it is published in its final form. Pleasenote that during the production process errors may be discovered which could affect the content, andall legal disclaimers that apply to the journal pertain.

Page 2: A dynamic trading rule based on filtered flag pattern ...isiarticles.com/bundles/Article/pre/pdf/101242.pdf · x We propose an automatic and dynamic trading rule based on flag pattern

ACCEPTED MANUSCRIPT

ACCEPTED MANUSCRIP

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Highlights

We propose an automatic and dynamic trading rule based on flag pattern

recognition.

The strategy does not depend on the ability of the trader to guess the best

configuration of the trading rule.

We include several filters for the trades, one of them considering the EMA

indicator in short and medium timeframes.

The trading rule is applied on a large intraday database for the DJIA index.

We can conclude that our proposal is far superior to the previous flag pattern

strategies as regards both profitability and risk.