mining methods and algorithms

Block-Constraint Robust Principal Component Analysis and its Application to Integrated Analysis of TCGA Data

Author(s): Jin-Xing Liu, Ying-Lian Gao, Chun-Hou Zheng, Yong Xu, Jiguo Yu
Block-Constraint Robust Principal Component Analysis and its Application to Integrated Analysis of TCGA Data 215 259 Transactions on NanoBioscience (TNB)

The Cancer Genome Atlas (TCGA) dataset provides us more opportunities to systematically and comprehensively learn some biological mechanism of cancers formation, growth and metastasis. Since TCGA dataset includes heterogeneous data,…

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