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JOURNALS // Artificial Intelligence and Decision Making // Archive

Artificial Intelligence and Decision Making, 2017 Issue 2, Pages 9–16 (Mi iipr241)

This article is cited in 2 papers

Data analysis

VKF-method of intelligent data analysis: current state of the art and open problems

D. V. Vinogradov

Federal Research Center "Computer Science and Control" of Russian Academy of Sciences, Moscow

Abstract: The paper describes current state of the art for VKF-method of intelligent data analysis. This method combines three cognitive procedures (induction, abduction, and analogy) based on probabilistic algorithm for similarity calculation. We demonstrate main results and formulate open problems to investigate them.

Keywords: similarity, Markov chain, VKF-candidate, counter-example, prediction by analogy.


 English version:
, 2018, 45:6, 411–416

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