Nearest Neighbor-Based Classification of Uncertain Data

Abstract

This work deals with the problem of classifying uncertain data. With this aim we introduce the Uncertain Nearest Neighbor (UNN) rule, which represents the generalization of the deterministic nearest neighbor rule to the case in which uncertain objects are available. The UNN rule relies on the concept of nearest neighbor class, rather than on that of nearest… (More)
DOI: 10.1145/2435209.2435210

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