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.