Fast adaptive PARAFAC decomposition algorithm with linear complexity

• المؤلفون الرئيسيون: Nguyen, Viet Dung, Karim, Abed-Meraim, Nguyen, Linh Trung
• التنسيق: مقال
• اللغة: English
• منشور في: ĐHCN 2016
• الموضوعات: PARAFAC; Linear complexity
• الوصول للمادة أونلاين: http://repository.vnu.edu.vn/handle/VNU_123/13033

We present a fast adaptive PARAFAC decomposition algorithm with low computational complexity. The proposed algorithm generalizes the Orthonormal Projection Approximation Subspace Tracking (OPAST) approach for tracking a class of third-order tensors which have one dimension growing with time. It has...