IEEE - Institute of Electrical and Electronics Engineers, Inc. - Automatic Adjustment of Discriminant Adaptive Nearest Neighbor

2006 18th International Conference on Pattern Recognition

Author(s): N. Delannay ; C. Archambeau ; M. Verleysen
Sponsor(s): IEEE CPS
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 2006
Conference Location: Hong Kong, China
Conference Date: 20 August 2006
Volume: 2
Page(s): 552 - 535
ISBN (Paper): 0-7695-2521-0
ISSN (Paper): 1051-4651
DOI: 10.1109/ICPR.2006.294
Regular:

K-nearest neighbors relies on the definition of a global metric. In contrast, discriminant adaptive nearest neighbor (DANN) computes a different metric at each query point based on a local linear... View More

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