Formation and Development of Self-Organizing Intelligent Technologies of Inductive Modeling
Journal: Kibernetika i vyčislitelʹnaâ tehnika
Year: 2018

should use the results of mathematical modeling. To construct adequate predictive models, many modern methods and tools are available which may be generally based on two principal approaches: theory-driven (deductive) and data-driven (inductive) ones. The data-driven methods are basic for solving typical tacks of data mining; they implement an inductive process of transition from particular data to models generalizing the data. Among all such methods, very notable are those being developed withi