Integrating Feature and Graph Learning with Factorization Models for Low-Rank Data Representation

Representing and handling high-dimensional data has been increasingly ubiquitous in many real world-applications, such as computer vision, machine learning, and data mining. High-dimensional data usually have intrinsic low-dimensional structures, which are suitable for subsequent data processing. As...

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Bibliographic Details
Main Author: Peng, Chong
Format: Others
Published: OpenSIUC 2017
Subjects:
Online Access:https://opensiuc.lib.siu.edu/dissertations/1464
https://opensiuc.lib.siu.edu/cgi/viewcontent.cgi?article=2468&context=dissertations