Nearest Neighbor-Based Classification of Uncertain Data

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 concep...

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Veröffentlicht in:	ACM transactions on knowledge discovery from data 2013-03, Vol.7 (1), p.1-35
Hauptverfasser:	Angiulli, Fabrizio, Fassetti, Fabio
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Classification Cost engineering Marketing Mathematical models Semantics Temporal logic Uncertainty
Online-Zugang:	Volltext
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