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Classifiers Based on Inverted Distances. Chapter 19

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    0358973 - UIVT-O 2012 RIV HR eng M - Část monografie knihy
    Jiřina, Marcel - Jiřina jr., M.
    Classifiers Based on Inverted Distances. Chapter 19.
    New Fundamental technologies in Data Mining. Rijeka: InTech, 2011 - (Funatsu, K.; Hasegawa, K.), s. 369-386. ISBN 978-953-307-547-1
    Grant CEP: GA MŠk(CZ) 1M0567
    Výzkumný záměr: CEZ:AV0Z10300504
    Klíčová slova: classification * neighbor distances * correlation dimension * Zipfian distribution
    Kód oboru RIV: BB - Aplikovaná statistika, operační výzkum
    http://www.intechopen.com/books/new-fundamental-technologies-in-data-mining/classifiers-based-on-inverted-distances

    First, we provide a shot overview of the basic idea of the IINC (Inverted Indexes of Neighbors Classifier) and its features and show a simple demonstative example of a pragmatic approach to a simple classification task. Second, we give a deeper mathematical insight into the method. Finally, we will demonstrate the power of the IINC on data sets from well-known ICU ML repository of real-life tasks.
    Trvalý link: http://hdl.handle.net/11104/0196862
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