Nearest prototype methods

 

In a simple nearest neighbor system, we measure distances from each new point to its neighbors in the training set. A variant is to pick prototypes and measure distances from them.

 

So far as we know, this is the most widely cited paper in the field. We are now writing a paper on what we believe to be a significant advance in it.

 

http://citeseer.nj.nec.com/cache/papers/cs/15488/http:zSzzSzwww.bangor.ac.ukzSz~mas00azSzpaperszSzlkufkbs.pdf/an-integrated-framework-for.pdf