KPCA Based Novelty Detection Method Using Maximum Correntropy Criterion

Novelty detection is an important research issue in the field of machine learning.Till now,there exist lots of novelty detection approaches.As a commonly used kernel method,kernel principal component analysis(KPCA)has been successfully applied to deal with the problem of novelty detection.However,th...

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Bibliographic Details
Main Author: LI Qi-ye, XING Hong-jie
Format: Article
Language:zho
Published: Editorial office of Computer Science 2022-08-01
Series:Jisuanji kexue
Subjects:
Online Access:https://www.jsjkx.com/fileup/1002-137X/PDF/1002-137X-2022-49-8-267.pdf