Abstract: The problem of finding of nearest neighbors from the data set for a given query is considered. The important applications for different data types when the NN algorithms may be applied are enumerated namely for Textual data, Image data and Genome data. For each individual case the models under consideration (data representation type, similarity measure etc.) are those, which keep in view the specifications from practice.

Keywords: Nearest neighbor, k-NN, text classification, parameter estimation, human pose estimation, sequence alignment, homology search, protein secondary function prediction

ACM Classification Keywords: H.3.3, I.2.10, I.7.

Link:

NEAREST NEIGHBOR SEARCH AND SOME APPLICATIONS

Hayk Danoyan

http://www.foibg.com/ijitk/ijitk-vol09/ijitk09-03-p03.pdf