Rough sets and rough logic: A KDD perspective (Q2785014)
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scientific article; zbMATH DE number 1733225
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Rough sets and rough logic: A KDD perspective |
scientific article; zbMATH DE number 1733225 |
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16 October 2002
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rough set
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rough logic
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concept approximation
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knowledge discovery and data mining (KDD)
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reasoning under uncertainty
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Rough sets and rough logic: A KDD perspective (English)
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In the paper, logical aspects of rough set (in short, RS) approach to KDD are discussed. There are given exemplary applications of Boolean reasoning combined with RS methods for solving KDD problems as feature selection and extraction, data reduction, decision rule generation, pattern extraction, or decomposition of large data tables. Relationships of rough logic with various logical systems are presented.NEWLINENEWLINEFor the entire collection see [Zbl 0979.00021].
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