Title
Locally nearest neighbor classifiers for pattern classification
Abstract
In this paper, two novel classifiers based on locally nearest neighborhood rule, called nearest neighbor line and nearest neighbor plane, are presented for pattern classification. Comparison to nearest feature line and nearest feature plane, the proposed methods take much lower computation cost and achieve competitive performance.
Year
DOI
Venue
2004
10.1016/j.patcog.2003.11.004
Pattern Recognition
Keywords
Field
DocType
Pattern classification,Nearest feature line,Nearest neighbor line
Locality-sensitive hashing,k-nearest neighbors algorithm,Fixed-radius near neighbors,Pattern recognition,Best bin first,Ball tree,Nearest neighbor graph,Artificial intelligence,Large margin nearest neighbor,Mathematics,Nearest neighbor search
Journal
Volume
Issue
ISSN
37
6
0031-3203
Citations 
PageRank 
References 
55
2.46
3
Authors
3
Name
Order
Citations
PageRank
Wenming Zheng1124080.70
Li Zhao238027.36
Cairong Zou341527.19