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...

وصف كامل

التفاصيل البيبلوغرافية
المؤلف الرئيسي: Wang, Jianzhong
مؤلف مشترك: SpringerLink (Online service)
التنسيق: Electronic Resource
اللغة:English
منشور في: Berlin, Heidelberg Springer Berlin Heidelberg 2011.
الموضوعات:
الوصول للمادة أونلاين:Available for University of the Philippines Diliman via SpringerLink. Click here to access