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Browsing Theses and Dissertations by Subject "Machine learning"

Browsing Theses and Dissertations by Subject "Machine learning"

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  • Hanna, Marianne G. (Notre Dame University-Louaize, 2021)
    Bitcoin is the most popular purely digital cryptocurrency nowadays. It started in 2009 as a peer to peer payment system, decentralized, pseudo-anonymous and secure system of money. The main objective of this study is to estimate and predict the weekly close bitcoin price by including other variables like commodities, indexes and demand / supply variables through different kind of machine learning and deep learning such as multiple regression, time series ARIMA model, artificial neural network, combination of multiple regression and ARIMA model, and finally combination of multiple regression, ...
  • Al Ghandour, Maria Gerges (Notre Dame University-Louaize, 2021)
    In today's world, protecting information has become one of the most difficult tasks. Cyber security events and data breaches continue to be expensive events that affect people and businesses all around the world. A breach occurs when sensitive information is accessed. Moreover, cyber threats are constantly evolving in order to take advantage of online behavior and trends, especially when teleworking has become a necessity due to the global invasion and prevalence of the Coronavirus disease 2019 during the past two years. Therefore, the necessity for cyber insurance, which covers the liability ...

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