Simple and Effective Probability Density Estimation and Classification
Marcel Jiřina, Marcel Jiřina · 2006 SICE-ICASE International Joint Conference · 2006
A mapping is introduced which maps the true distribution to a function of distances. The approximation of this function in the form of a suitable power of the distance is presented. The exponent in this approximation is used for probability density estimation in high-dimensional spaces and for classification