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Artificial Intelligence and Decision Making, 2014, Issue 4, Pages 96–107
(Mi iipr381)
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Multi-criteria analysis
The STEPCLASS method application for classification problems with hierarchical
structure
E. M. Furems Institute for Systems Analysis of Russian Academy of Sciences
Abstract:
The STEPCLASS method application for multicriteria/multiattribute classification problems with hierarchical structure is under consideration. Two approaches implemented in STEPCLASS for reducing a large-size classification problem to a problem with hierarchical structure – decomposition by attributes and decomposition by classes – are described. The examples of hierarchical structuring with STEPCLASS are given both for ordinal and nominal classification problems.
Keywords:
Verbal Decision Analysis, multicriteria/Multiattribute classification, hierarchical structure, large-size classification problem, decomposition by attributes, decomposition by classes.
Citation:
E. M. Furems, “The STEPCLASS method application for classification problems with hierarchical
structure”, Artificial Intelligence and Decision Making, 2014, no. 4, 96–107
Linking options:
https://www.mathnet.ru/eng/iipr381 https://www.mathnet.ru/eng/iipr/y2014/i4/p96
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Abstract page: | 14 | References: | 1 |
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