Ilya Petukhov

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The paper discusses an approach for distributed execution of data mining algorithms based on the actors model and the concept of the Internet of Things. The suggested approach allows us to decompose data mining algorithms into actors and execute them in the distributed environment. It provides data analysis both in centralized systems (cloud computing) and(More)
The time of the visual system recovery was studied. The experimental method is presented. The results confirm a relationship between the duration of the threshold interval between pulses and the duration of light pulses. The type of this relationship is identified; the distribution of results of observations for groups is statistically evaluated.
The article describes the development of a Web page classification model using data mining techniques. The model allows to perform a multi-label soft classification of Web pages. In order to develop this classification model we combined new, with already existing methods. The experiments show an increased classification precision.
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