Art

J-GLOBAL ID：201602219320606277   Reference number：16A1373366

Linked Component Analysis From Matrices to High-Order Tensors: Applications to Biomedical Data

行列から高次テンソルへの結合成分分析:生体医学データへの適用

Author (6)： Guoxu Zhou (Sch. of Autom., Guangdong Univ. of Technol., Guangzhou, China) ,  Qibin Zhao (Lab. for Adv. Brain Signal Process., RIKEN, Wako, Japan) ,  Yu Zhang (Key Lab. for Adv. Control & Optimization for Chem. Processes, East China Univ. of Sci. & Technol., Shanghai, China) ,  Adali Tulay (Dept. of Comput. Sci. & Electr. Eng., Univ. of Maryland, Baltimore, MD, USA) ,  Shengli Xie (Sch. of Autom., Guangdong Univ. of Technol., Guangzhou, China) ,  Cichocki Andrzej (Lab. for Adv. Brain Signal Process., Brain Sci. Inst., Wako, Japan)
Material： Proceedings of the IEEE  (Proc IEEE)
Volume： 104  Issue： 2  Page： 310-331  Publication year： 2016 
JST Material Number： D0378A  ISSN： 0018-9219  CODEN： IEEPAD  Document type： Article
Article type： 原著論文  Country of issue： United States (USA)  Language： ENGLISH (EN)

Thesaurus term： *sparse matrix ,  *tensor ,  *factorization ,  data analysis ,  data fusion ,  *independent component analysis ,  vector(mathematics) ,  signal processing ,  *clinical medicine ,  man-machine interface ,  electroencephalogram ,  NMR imaging ,  dimensional reduction ,  feature extraction
Semi thesaurus term： nonnegative matrix factorization ,  blind source separation ,  biomedicine ,  brain computer interface ,  MRI (imaging) ,  characteristic analysis

Author keywords (9)： nonnegative/sparse matrix/tensor factorizations ,  Analysis of multirelational data ,  constrained Tucker decompositions for multiblock data ,  CP (CANDECOMP/PARAFAC) decompositions ,  data fusion ,  group and joint independent component analysis ,  independent vector analysis (IVA) ,  (multilinear) independent component analysis ,  (multiway) blind source separation (BSS)

JST classification (2)： Medical information processing  (JE15030Q) ,  Numerical computation  (JE02000J)

Terms in the title (4)： 行列 ,  テンソル ,  成分分析 ,  生体医学