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 Zheng | 1 | 1240 | 80.70 |
Li Zhao | 2 | 380 | 27.36 |
Cairong Zou | 3 | 415 | 27.19 |