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

Аннотация

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.