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- W415469210 abstract "This paper presents a novel approach to the prediction of null values in relational databases, based on the notion of analogical proportion. We show in particular how an algorithm initially proposed in a classification context can be adapted to this purpose. In this paper, we focus on the situation where the relation considered may involve missing values of a numerical type. The experimental results reported here, even though preliminary, are encouraging as they show that the approach yields a better precision than the classical nearest neighbors technique." @default.
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- W415469210 date "2014-01-01" @default.
- W415469210 modified "2023-09-25" @default.
- W415469210 title "Analogical Prediction of Null Values: The Numerical Attribute Case" @default.
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- W415469210 doi "https://doi.org/10.1007/978-3-319-10933-6_24" @default.
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