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Browsing by Author "Devrim, Cihangir"

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    Master Thesis
    Visual integrated machine learning
    (2009) Devrim, Cihangir
    In this thesis, an artificial intelligence system is developed for creating rules from user data. Before developing the subject of machine learning is researched and AQ software of EMERALD (Experimental Machine Example – based Reasoning and Learning Disciple) is examined in detail to better understand discovering rules from user data. The developed system (ILA Weather) based on Inductive Learning Algorithm (Tolun and Abu Soud, 1998) provides examples for the user to choose through custom design graphical user interface and discovers general rules from selections of the user by using ILA algorithm. The examples belonging to the graphical user interface is prepared by using Weather Training Example (Quinlan, 1986) and by combining variety of picture sources. Java Swing technology provides wide set of GUI (Graphical User Interface) components for development of desktop applications that is used in the development of ILA Weather which is also built with NetBeans IDE (Integrated Development Environment), an open – source software development tool.