2 search results - page 1 / 1 » IPADE: Iterative Prototype Adjustment for Nearest Neighbor C... |
TNN
2010
13 years 4 months ago
2010
Nearest prototype methods are a successful trend of many pattern classification tasks. However, they present several shortcomings such as time response, noise sensitivity, and Manu...
FLAIRS
2004
13 years 10 months ago
2004
An algorithm is proposed to prune the prototype vectors (prototype selection) used in a nearest neighbor classifier so that a compact classifier can be obtained with similar or ev...