Browsing M.S. Theses by Subject "Machine learning."

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Algorithmic trading on cryptocurrency markets using machine learning techniques

Aktepe, Çağdaş. (Thesis (M.A.) - Bogazici University. Institute for Graduate Studies in the Social Sciences, 2018., 2018.)

The aim of this thesis is to apply diﬀerent machine learning models to the price prediction problem in cryptocurrency exchange markets in order to ﬁnd proﬁtable trading algorithm. Eight trading pairs are taken into ...
Pattern recognition applications for image classification

Çetinkaya, Mert. (Thesis (M.S.) - Bogazici University. Institute for Graduate Studies in Science and Engineering, 2021., 2021.)

Pattern recognition and image classification applications are the topic of this thesis. Its focus is on neural network based techniques, in other words, convolutional neural networks, and they are tried to be used in the ...
Ship hull resistance estimation using multivariate statistics

Pala, Ahmet. (Thesis (M.S.) - Bogazici University. Institute for Graduate Studies in Science and Engineering, 2020., 2020.)

The biggest cost in shipbuilding belongs to the main engine and propeller systems to be used. The selection of these equipment to be used is made according to the resistance values of the ship. Since these are very expensive ...

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