Title

A New Classification Approach Using Discriminant Functions

DOI

10.6688/JISE.2005.21.4.7

Authors

Aşkin Demirkol;Zafer Demir;Erol Emre

Key Words

classification ; feature vectors ; linear discriminant function ; Fisher's LDF ; dimension reduction

PublicationName

Journal of Information Science and Engineering

Volume or Term/Year and Month of Publication

21卷4期(2005 / 07 / 01)

Page #

819 - 828

Content Language

英文

English Abstract

In this study, an approach involving new types of cost functions is given for the construction of discriminant functions. Centers of mass, not specified a priori, around feature vectors are clustered using cost function. Thus, the algorithms yield both the centers of mass and the distinct classes.

Topic Category 基礎與應用科學 > 資訊科學