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Module for image processing in the Orange data mining system

Blaž Bizilj (2013) Module for image processing in the Orange data mining system. EngD thesis.

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    In this thesis we focused on the development of an add-on for data mining in the Orange system. The Orange system enables visual data mining has the components for preparation, filtration and evaluation of data. In addition, it contains many widgets that enable us to do everything from data classification, construction of demonstration models and machine learning, which allows the prediction of missing data. The aim of the thesis was to make an add-on for the Orange system that would enable images to be used as starting data. From these images we would use various algorithms to obtain the attributes on which we can use the already developed solutions in the Orange system to start data mining. We developed the add-on for the Orange system in such a way, that the widgets that we have added to the system can connect to the already existing widgets. By doing so we achieved that our add-on has access to some very powerful data mining tools right from the start.

    Item Type: Thesis (EngD thesis)
    Keywords: Data mining, Data mining in pictures, Orange, Image parameterization
    Number of Pages: 44
    Language of Content: Slovenian
    Mentor / Comentors:
    Name and SurnameIDFunction
    doc. dr. Luka Šajn307Mentor
    Link to COBISS: http://www.cobiss.si/scripts/cobiss?command=search&base=50070&select=(ID=9688404)
    Institution: University of Ljubljana
    Department: Faculty of Computer and Information Science
    Item ID: 1983
    Date Deposited: 19 Feb 2013 11:10
    Last Modified: 01 Mar 2013 10:05
    URI: http://eprints.fri.uni-lj.si/id/eprint/1983

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