IEEE - Institute of Electrical and Electronics Engineers, Inc. - An Adaptive Algorithm for P2P k-nearest Neighbor Search in High Dimensions

2007 IEEE International Conference on Control and Automation, ICCA 2007

Author(s): Xiaopeng Yu ; Xiaogao Yu
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 May 2007
Conference Location: Guangzhou, China
Conference Date: 30 May 2007
Page(s): 2,140 - 2,145
ISBN (CD): 978-1-4244-0818-4
ISBN (Paper): 978-1-4244-0817-7
ISSN (Electronic): 1948-3457
ISSN (Paper): 1948-3449
DOI: 10.1109/ICCA.2007.4376739
Regular:

K-Nearest Neighbors search (KNNS) in high-dimensional feature spaces is an important paradigm in pattern recognition. Existing centralized KNNS does not scale up to large volume of data because... View More

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