Incremental Discriminant Analysis in Tensor Space

To study incremental machine learning in tensor space, this paper proposes incremental tensor discriminant analysis. The algorithm employs tensor representation to carry on discriminant analysis and combine incremental learning to alleviate the computational cost. This paper proves that the algorith...

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Bibliographic Details
Published in:Comput Intell Neurosci
Main Authors: Chang, Liu, Weidong, Zhao, Tao, Yan, Qiang, Pu, Xiaodan, Du
Format: Artigo
Language:Inglês
Published: Hindawi Publishing Corporation 2015
Subjects:
Research Article
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC4538590/
https://ncbi.nlm.nih.gov/pubmed/26339229
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2015/587923
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