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Przeglądaj Wydział Matematyczno-Przyrodniczy / Faculty of Mathematics and Natural Sciences według tematu "concept approximation"

Repozytorium Centrum Otwartej Nauki

Przeglądaj Wydział Matematyczno-Przyrodniczy / Faculty of Mathematics and Natural Sciences według tematu "concept approximation"

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  • Bazan, Jan. G.; Bazan-Socha, Stanisława; Buregwa-Czuma, Sylwia; Dydo, Łukasz; Rząsa, Wojciech; Skowron, Andrzej (Humboldt University, 2014)
    This article introduces a new method of a decision tree construction. Such decision tree is constructed with the usage of additional cuts that are used for a veri cation of cuts in tree nodes during the classi cation of ...
  • Bazan, Jan. G.; Buregwa-Czuma, Sylwia; Jankowski, Andrzej (IOS Press, 2013)
    This paper investigates the approaches to an improvement of classifiers quality through the application of a domain knowledge. The expertise may be utilizable on several levels of decision algorithms such as: feature ...
  • Bazan, Jan. G.; Bazan-Socha, Stanislawa; Buregwa-Czuma, Sylwia; Pardel, Przemyslaw Wiktor; Skowron, Andrzej; Sokolowska, Barbara (Springer-Verlag, 2013)
    The problem considered is how to construct classifiers for approximation of complex concepts on the basis of experimental data sets and domain knowledge that are mainly represented by concept ontology. The approach ...
  • Bazan, Jan (Springer-Verlag, 2008)
    The aim of the paper is to present rough set methods of constructing hierarchical classifiers for approximation of complex concepts. Classifiers are constructed on the basis of experimental data sets and domain knowledge ...

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