Now showing items 1-2 of 2

  • Anomaly detection in time series 

    Authors:Al-Bayati, Taha A.
    Publisher and Date:(Kadir Has University, 2019)
    The concept of "Internet of Things" is based on connecting any physical object through the internet. This will facilitate our daily lives by dedicating technology in our will. In such a world, the number other interconnected devices is enormous, hence, the need for high performance processing in real-time is huge. This research shines light on the importance of the event processing and machine learning in the time series. A multiple of machine learning algorithms such as support vector machine, ...

  • A system model proposal in which human creativity meets with machine learning coping with smoking cravings 

    Authors:Partanaz, Damla
    Publisher and Date:(Kadir Has University, 2019)
    Quitting smoking is hard, yet preventing relapse can be even harder. During those craving moments, urges to smoke may be the determining factor as to whether a smoking quitter will relapse or not. I researched the question "what could be done at craving moments in order to resist to smoke?" and spotted that the things that can be done/thought, at the craving moments instead of smoking, can vary from person to person and even from one craving moment to another craving moment. So I figured out that ...