Automatic pattern recognition by similarityrepresentations
ELŻBIETA PĘKALSKA, Robert P. W. Duin · Electronics Letters · 2001
The automatic recognition of objects may benefit from using a similarity representation instead of the traditional approach based on features. It is shown that the common use of nearest neighbour classifiers for similarity representations may be improved significantly by other classification rules with respect to recognition accuracy as well as computational complexity.