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Konu "Machine learning." için Sosyal Bilimler Enstitüsü listeleme

Konu "Machine learning." için Sosyal Bilimler Enstitüsü listeleme

Sırala: Sıra: Sonuçlar:

  • A hybrid article recommendation system based on deep learning and co-publication network analytics 
    Atlanel, Büşra. (Thesis (M.A.) - Bogazici University. Institute for Graduate Studies in the Social Sciences, 2019., 2019.)
    In recent years, with the rapid development of world wide web, researchers are spending more effort and time to reach the most relevant academic work for their studies because of the information overload. Preventing users ...
  • A machine learning based capacity management system for mainframe resources 
    Kürtül, Ekrem. (Thesis (M.A.) - Bogazici University. Institute for Graduate Studies in Social Sciences, 2022., 2022.)
    The goal of this study is to design a capacity planning tool for resource consumption of application servers which are running on mainframes, also known as Z systems, by using machine learning algorithms. This tool is aimed ...
  • Description and prediction: Knowledge discovery in University databases 
    Barngrover, Michale Kam. (Thesis (M.A.) - Bogazici University. Institute for Graduate Studies in the Social Sciences, 2017., 2017.)
    Data mining methods, including machine learning, have been applied for many years in business contexts and are now receiving a great deal of attention from educators and data scientists in higher education. Accurate, ...
  • Essays in learning representations of complex networks 
    Gürsoy, Furkan. (Thesis (Ph.D.) - Bogazici University. Institute for Graduate Studies in the Social Sciences, 2021., 2021.)
    This thesis contains three essays in learning representation of complex networks, the first two of which develop new methods and the third utilizes these methods in a real-world application. The first essay provides methods ...
  • Foreign exchange rate forecasting by using machine learning algorithms :|developed vs. emerging economies 
    Akekmekçi, Özlem. (Thesis (M.A.) - Bogazici University. Institute for Graduate Studies in the Social Sciences, 2022., 2022.)
    This thesis has twofold aim. For both of the aims, we forecast the exchange rate of currency pairs by using different models. First, we explore the exchange rate forecast performances of different linear and nonlinear ...
  • Using machine learning to develop an asset allocation application 
    Erbay, Cihat. (Thesis (M.A.) - Bogazici University. Institute for Graduate Studies in the Social Sciences, 2020., 2020.)
    This paper aims to analyze factor mimicking portfolio (FMP) construction in the context of Machine Learning and use it in a practical application. Inflation is chosen as the target macroeconomic factor in this study. We ...