Geometric structure of high-dimensional data and dimensionality reduction

"Geometric Structure of High-Dimensional Data and Dimensionality Reduction" adopts data geometry as a framework to address various methods of dimensionality reduction. In addition to the introduction to well-known linear methods, the book moreover stresses the recently developed nonlinear...

תיאור מלא

מידע ביבליוגרפי
מחבר ראשי: Wang, Jianzhong
מחבר תאגידי: SpringerLink (Online service)
פורמט: Electronic Resource
שפה:English
יצא לאור: Berlin, Heidelberg Springer Berlin Heidelberg 2011.
נושאים:
גישה מקוונת:Available for University of the Philippines Diliman via SpringerLink. Click here to access