基本説明
Covers a wide range of methods to reduce the dimensionality of data and presents a unifying point of view.
Full Description
However, since the late nineties, many new methods have been developed and nonlinear dimensionality reduction, also called manifold learning, has become a hot topic. The purpose of the book is to summarize clear facts and ideas about well-known methods as well as recent developments in the topic of nonlinear dimensionality reduction.
