Title :
Tensored nearest-neighbor classifiers
Author :
Chalasani, Venkat ; Beling, Peter A.
Author_Institution :
Dept. of Syst. Eng., Virginia Univ., Charlottesville, VA, USA
Abstract :
Among the various parametric and nonparametric techniques available for classification, k-nearest neighbor is a well known nonparametric method. This paper describes some experiments with modification of a k-nearest neighbor method to use the neighbor information as attributes to a second k-nearest neighbor classifier
Keywords :
nonparametric statistics; pattern classification; neighbor information; nonparametric method; parametric techniques; pattern classification; tensored nearest-neighbor classifiers; Cities and towns; Discrete transforms; Euclidean distance; Nearest neighbor searches; Pattern recognition; Probability; Symmetric matrices; Systems engineering and theory; Testing;
Conference_Titel :
Systems, Man, and Cybernetics, 1998. 1998 IEEE International Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
0-7803-4778-1
DOI :
10.1109/ICSMC.1998.725105
