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The problem of the formation of generalized concepts when working with uncertain attributes
I. I. Astakhova, V. N. Vagin, M. V. Fomina National Research University "Moscow Power Engineering Institute", Moscow
Abstract:
This paper considers the problem of data generalization, taking into account uncertain information in attributes. Algorithms capable of operating with uncertain data are considered. We suggest methods that improve UDT algorithm. The results of experiments on the application of the proposed algorithms are given.
Keywords:
generalization problem, undefined numeric attribute, decision tree.
Received: 04.09.2017 Revised: 15.12.2017
Citation:
I. I. Astakhova, V. N. Vagin, M. V. Fomina, “The problem of the formation of generalized concepts when working with uncertain attributes”, Nechetkie Sistemy i Myagkie Vychisleniya, 12:2 (2017), 151–158
Linking options:
https://www.mathnet.ru/eng/fssc30 https://www.mathnet.ru/eng/fssc/v12/i2/p151
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Abstract page: | 275 | Full-text PDF : | 227 | References: | 46 |
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