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Deep convolutional autoencoder for radar-based classification of similar aided and unaided human activities 

Seyfioğlu, Mehmet Saygın; Özbayoğlu, Ahmet Murat; Gürbüz, Sevgi Zübeyde (IEEE, 2018-08)
Radar-based activity recognition is a problem that has been of great interest due to applications such as border control and security, pedestrian identification for automotive safety, and remote health monitoring. This ...
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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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Financial time series forecasting with deep learning : A systematic literature review: 2005-2019 

Sezer, Omer Berat; Gudelek, Mehmet Ugur; Özbayoğlu, Ahmet Murat (Elsevier Ltd, 2020-05)
Financial time series forecasting is undoubtedly the top choice of computational intelligence for finance researchers in both academia and the finance industry due to its broad implementation areas and substantial impact. ...

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Özbayoğlu, Ahmet Murat (3)
Gudelek, Mehmet Ugur (1)Gürbüz, Sevgi Zübeyde (1)Seyfioğlu, Mehmet Saygın (1)Sezer, Omer Berat (1)Sezer, Ömer Berat (1)Subject
Deep learning (3)
Algorithmic trading (1)CNN (1)computational intelligence (1)Convolutional autoencoder (CAE) (1)Convolutional neural networks (1)finance (1)Financial forecasting (1)Future selection (1)Gait recognition (1)... View MoreDate Issued2018 (2)2020 (1)Has File(s)No (3)Typearticle (2)review (1)CoverageMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı (2)Diğer (1)WOSWOS:000441403600010 (1)WOS:000443296000034 (1)WOS:000529902300014 (1)Scopus2-s2.0-85041511531 (1)2-s2.0-85048331794 (1)2-s2.0-85079891275 (1)TÜBİTAK Destekli Yayın Sayısı[215E248] (1)info:eu-repo/grantAgreement/TÜBİTAK/EEEAG/215E248 (1)Dileng (3)Erişiminfo:eu-repo/semantics/closedAccess (3)

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