Is thek-NN classifier in high dimensions affected by the curse of dimensionality?-Reference-Cited by-同舟云学术

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Is thek-NN classifier in high dimensions affected by the curse of dimensionality?

Published:2013-05 Issue:10 Volume:65 Page:1427-1437
ISSN:0898-1221
Container-title:Computers & Mathematics with Applications
language:en
Short-container-title:Computers & Mathematics with Applications

Author:

Pestov Vladimir

Publisher

Elsevier BV

Subject

Computational Mathematics,Computational Theory and Mathematics,Modelling and Simulation

Reference38 articles.

1. Consistency and localizability;Zakai;J. Mach. Learn. Res.,2009

2. Foundations of Multidimensional and Metric Data Structures;Samet,2005

3. Similarity Search. The Metric Space Approach;Zezula,2006

4. Nearest neighbours in high-dimensional spaces;Indyk,2004

5. Indexability, concentration, and VC theory;Pestov;J. Discrete Algorithms,2012

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