Browsing by Author "Kaya, Uygar"
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Asset price and direction prediction via deep 2D transformer and convolutional neural networks
Tuncer, Tuna; Kaya, Uygar; Sefer, Emre; Alacam, Onur; Hoşer, Tuğcan (ACM, 2022-11-02)Artificial intelligence-based algorithmic trading has recently started to attract more attention. Among the techniques, deep learning-based methods such as transformers, convolutional neural networks, and patch embedding ... -
Lane type classification & distance measurement system for autonomous vehicle
Özen, S.; Kaya, Uygar; Semiz, A.; Yalçın, M. F.; Çelebi, A. T. (IEEE, 2023)In this paper, lane type classification and lane distance measurement system are proposed for autonomous vehicles. In the proposed system, the perspective transformation method is applied to the image taken from the vehicle ...
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