Data preprocessing in consideration of preset values of separate signs

    I.A. Evdokimov, V.N. Gridin1), V.I. Solodovnikov1), I.V. Solodovnikov

    1) Design Information Technologies Center Russian Academy of Sciences (DITC RAS)
    Annotation

    One of situations substantially complicating process of pattern recognition, is the situation when objects from one class get in different, untied among themselves areas. Therefore, the problem of revealing of such areas is put in this work (subclasses for objects of each class).

    Keywords

    data preprocessing, classification, multicoherent areas, class, subclass, affinity measure