In 1937, Richard Brauer identified the centralizer algebra of transformations commuting with the action of the complex special orthogonal groups SO(2n). Corresponding to the centralizer algebra E-k(2n) = End(SO(2n))(V(R)(k)) for V = C-2n is a set of diagrams. To each diagram d, Brauer associated a linear transformation Phi(d) in E-k(2n) and showed that E-k(2n) is spanned by the transformations Phi(d). In this paper, we first define a product on D-k(2n), the C-linear span of the diagrams. Under this product, D-k(2n) becomes an algebra, and Phi extends to an algebra epimorphism. Since D-k(2n) is not associative, we denote by <(D-k(2n))over bar> its largest associative quotient. We then show that when k less than or equal to 2n, the semisimple quotient of <(D-k(2n))over bar> is equal to E-k(2n). Next, we prove some facts about the representation theory of E-k(2n). We compute the dimensions of the irreducible E-k(2n)-modules and give some branching rules. (C) 2000 Academic Press.