The VKF-Method for Data Mining: A Survey of the State of the Art and Open Problems


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This paper describes the current state of the art for the VKF-method of intelligent data analysis (data mining). This method combines three cognitive procedures (induction, abduction, and analogy) based on a probabilistic algorithm for the search of similarities. We survey the main known results and open problems.

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D. Vinogradov

Federal Research Center for Computer Science and Control

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