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Fast κ-NN Classification Using the Cluster-Space Approach

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Jia, Xiuping; Richards, John

Description

A fast k-nearest neighbor algorithm is presented which combines k-NN with a cluster-space data representation. Implementation of the algorithm is easier, and classification time can be significantly reduced. Computer-generated data show the modified k-NN

CollectionsANU Research Publications
Date published: 2005
Type: Journal article
URI: http://hdl.handle.net/1885/80492
Source: IEEE Geoscience and Remote Sensing Letters
DOI: 10.1109/LGRS.2005.846437

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