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Information × Registration Number 0214U006354, 0113U000606 , R & D reports Title Development of intelligent technology resource management engineering enterprises. popup.stage_title Head Kovalevskii Sergey V., Registration Date 11-03-2014 Organization Donbass State Engineering Academy popup.description2 Object of research: neural network system. Subject of research: methods of application of neural networks in the enterprise resource management problems. Objective: To develop intelligent system to improve the quality of resource management engineering enterprises. Theoretical and practical results: improved assessment process enterprise resource that provided new possibilities of analysis of their level of development; developed a system of evaluation criteria manpower companies, based on an accurate factual information, the model of integrated assessment of manpower of the enterprise on the basis of the tree cascade neural network developed tree synthesis algorithm neural cascade network for analysis and visualization of multidimensional information. Scientific novelty: an approach to evaluation of enterprise resource as to the problem of pattern recognition, proposed a new solution to the problem of resource assessment methods of artificial intelligence company, developed a procedure for data pre-processing, which allows to control weight in the evaluation of both variables as a whole and the individual values of ordinal variables. Efficiency: the proposed development allows improving the evaluation and analysis of enterprise resources. Scope: engineering enterprises. The problems of assessment, analysis and enterprise resource management; analyzes the evaluation criteria of resources; formalization of the task performed resource assessment and study its characteristics, the technique of training data to estimate the resources of enterprises; developed neural network evaluation model based on enterprise resource tree cascade of neural network. Product Description popup.authors Гітіс Веніамін Борисович Гітіс Тетяна Павлівна Ковалевська Олена Сергіївна Ковалевський Сергій Вадимович Стародубцев Іван Миколайович popup.nrat_date 2020-04-02 Close