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Browsing Wydział Matematyczno-Przyrodniczy / Faculty of Mathematics and Natural Sciences by Author "Bazan, Jan. G."

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Browsing Wydział Matematyczno-Przyrodniczy / Faculty of Mathematics and Natural Sciences by Author "Bazan, Jan. G."

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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. G.; Szpyrka, Marcin; Szczur, Adam; Dydo, Łukasz; Wojtowicz, Hubert (Humboldt University, 2014)
    A new method of constructing classifiers from huge volume of temporal data is proposed in the paper. The novelty of introduced method lies in a multi-stage approach to constructing hierarchical classifiers that combines ...
  • Bazan-Socha, Stanisława; Bazan, Jan. G.; Buregwa-Czuma, Sylwia; Pardel, Przemysław W.; Sokolowska, Barbara (IEEE Xplore, 2012)
    The purpose of this study was to evaluate the usefulness of classification methods in recognizing cardiovascular pathology. Based on clinical and electrocardiographic (ECG) Holter data we propose the method for predicting ...
  • Bazan, Jan. G.; Bazan-Socha, Stanisława; Buregwa-Czuma, Sylwia; Pardel, Przemysław W.; Sokolowska, Barbara (Springer-Verlag, 2012)
    The aim of the study was to assess the usefulness of classification methods in recognizing cardiovascular pathology. From the medical point of view the study involves prediction of coronary arteriosclerosis presence in ...

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