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Information × Registration Number 0212U007773, 0111U001241 , R & D reports Title Development and implementation of methodology for intellectual data analysis using Bayesian networks theory and regression analysis popup.stage_title Head Bidyuk Peter Ivanovich. I., Registration Date 26-12-2012 Organization Education-scientific complex "Institute of applied system analysis" popup.description2 A new two-stage method for data-mining is proposed that combines Bayesian networks theory and regression analysis. The method is based on two sets of mathematical techniques. The first one is used for constructing topology of Bayesian network and forming probabilistic inference. The inference is used further on for decision making on the basis of forecast estimates. The second set of methods is used for development of regression model with making use of logistic link function that serves as a basis for forecast estimation. The proposed two-stage method has been implemented in the form of program module DMTwoStage in SAS/IML programming language that can be implemented on any SAS family platform. Product Description popup.authors Селін Юрій Миколайович Терентьєв Олександр Миколайович popup.nrat_date 2020-04-02 Close