A Fast Logdet Divergence Based Metric Learning Algorithm for Large Data Sets Classification

Large data sets classification is widely used in many industrial applications. It is a challenging task to classify large data sets efficiently, accurately, and robustly, as large data sets always contain numerous instances with high dimensional feature space. In order to deal with this problem, in...

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Bibliographic Details
Main Authors: Jiangyuan Mei, Jian Hou, Jicheng Chen, Hamid Reza Karimi
Format: Article
Language:English
Published: Hindawi Limited 2014-01-01
Series:Abstract and Applied Analysis
Online Access:http://dx.doi.org/10.1155/2014/463981