singular value decomposition

Robust and Efficient Biomolecular Clustering of Tumor Based on p -Norm Singular Value Decomposition

Author(s): Xiang-Zhen Kong, Jin-Xing Liu, Chun-Hou Zheng, Mi-Xiao Hou, Juan Wang
Robust and Efficient Biomolecular Clustering of Tumor Based on p -Norm Singular Value Decomposition 215 235 Transactions on NanoBioscience (TNB)

High dimensionality has become a typical feature of biomolecular data. In this paper, a novel dimension reduction method named p-norm singular value decomposition (PSVD) is proposed to seek the low-rank…

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