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Algorithmic financial trading with deep convolutional neural networks: Time series to image conversion approach 

Sezer, Ömer Berat; Özbayoğlu, Ahmet Murat (Elsevier Ltd, 2018-09)
Computational intelligence techniques for financial trading systems have always been quite popular. In the last decade, deep learning models start getting more attention, especially within the image processing community. ...
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An artificial neural network-based stock trading system using technical analysis and big data framework 

Sezer, O.B.; Özbayoğlu, Ahmet Murat; Dogdu, E. (Association for Computing Machinery, Inc., 2017-04-13)
In this paper, a neural network-based stock price prediction and trading system using technical analysis indicators is presented. The model developed first converts the financial time series data into a series of buy-sell-hold ...

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Author
Özbayoğlu, Ahmet Murat (2)
Dogdu, E. (1)Sezer, O.B. (1)Sezer, Ömer Berat (1)Subject
Algorithmic trading (2)
Stock market (2)Technical analysis (2)Artificial neural network (1)Convolutional neural networks (1)Deep learning (1)Financial forecasting (1)Multi layer perceptron (1)... View MoreDate Issued2017 (1)2018 (1)Has File(s)No (2)Typearticle (1)conferenceObject (1)CoverageKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı (1)Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı (1)WOSWOS:000443296000034 (1)Scopus2-s2.0-85021417788 (1)2-s2.0-85048331794 (1)TÜBİTAK Destekli Yayın Sayısı[215E248] (1)Dileng (2)Erişiminfo:eu-repo/semantics/closedAccess (1)info:eu-repo/semantics/openAccess (1)

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