1.
IEEE Trans Pattern Anal Mach Intell
; 3(2): 155-63, 1981 Feb.
Artigo
em Inglês
| MEDLINE
| ID: mdl-21868930
RESUMO
Binary random variables are regarded as random vectors in a binary-field (modulo-2) linear vector space. A characteristic function is defined and related results derived using this formulation. Minimax estimation of probability distributions using an entropy criterion is investigated, which leads to an A-distribution and bilinear discriminant functions. Nonparametric classification approaches using Hamming distances and their asymptotic properties are discussed. Experimental results are presented.