Abstract: Mining discriminative graph topological information plays an important role in promoting graph representation ability. However, it suffers from two main ...

Abstract: In this paper, a novel algorithm for finding discriminant person-specific facial models is proposed and tested for frontal face verification. The most discriminant features of a person's ...

Linear discriminant analysis (LDA) aims to find a low-dimensional space in which data points in the same class are to be close to each other while keeping data points from different classes apart. To ...

Journal of the Royal Statistical Society. Series C (Applied Statistics), Vol. 36, No. 1 (1987), pp. 82-91 (10 pages) A graph which succinctly displays the separation between two training samples is ...

Understanding the rate of change on a graph is an essential mathematical skill, particularly in scientific, economic, and technical fields. The rate of change describes the slope, or steepness, of a ...