This paper considers the problem of dynamic system (DS) recovery over the time series. In the case of dynamic system recovery, when the system is represented as a common equation set with the polynomial non-linearity, the needed derivatives are calculated, using the fractional integration regularization operator. Considered is the possibility of Iterated Function System (IFS) recovery, with the functions bringing forth the time series.