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Book

7th International conference "Problems of Mathematical Physics and Mathematical Modelling” (2018) Book of abstracts

Under the general editorship: M. Kochanov.

The problem of forecasting multidimensional time series and mining rules in them
has received much attention. The hypothesis that a rule may change in the course
of time is also quite common. This paper is focused on mining rules that change
slightly in the course of time. This means that a rule may be replaced only by a
similar rule. In this paper a novel approach for mining slightly changing rules is
introduced. The approach is based on a rule similarity measure, which is used as a
weight of an arc on a rule graph. The process of mining slightly changing rules lies
in optimizing the path in the rule graph.








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7th International conference "Problems of Mathematical Physics and Mathematical Modelling” (2018) Book of abstracts