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