Pattern recognition algorithm optimization

Kód výsledku v IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17310%2F13%3AA13014ZW" target="_blank" >RIV/61988987:17310/13:A13014ZW - isvavai.cz</a>
Výsledek na webu
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DOI - Digital Object Identifier
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Jazyk výsledku
angličtina
Název v původním jazyce
Pattern recognition algorithm optimization
Popis výsledku v původním jazyce
In this article, a short introduction into the field of pattern recognition in time series has been given. Our goal is to find and recognize important patterns which repeatedly appear in the market history. We focus on recognition made by the proposed algorithms based on artificial neural networks. We used a simple Hebb classifier with a proposed modification. Finally, we present comparison results of trading based on both recommendations: using proposed Hebb neural network implementation, and human expert.
Název v anglickém jazyce
Pattern recognition algorithm optimization
Popis výsledku anglicky
In this article, a short introduction into the field of pattern recognition in time series has been given. Our goal is to find and recognize important patterns which repeatedly appear in the market history. We focus on recognition made by the proposed algorithms based on artificial neural networks. We used a simple Hebb classifier with a proposed modification. Finally, we present comparison results of trading based on both recommendations: using proposed Hebb neural network implementation, and human expert.

Rok uplatnění
2013
Kód důvěrnosti údajů
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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