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Foundations of Tensor Analysis – Tensor Algebra and Tensor Calculus
2011Continuum mechanics has been formulated mainly in the mathematical framework of tensor algebra and tensor calculus. The accurate understanding and the proper application of continuum damage mechanics, therefore, necessitate sound foundation of this mathematical subject.
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Tensor Robust Principal Component Analysis with a New Tensor Nuclear Norm
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020Canyi Lu, Jiashi Feng, Yudong Chen
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Multilayer Sparsity-Based Tensor Decomposition for Low-Rank Tensor Completion
IEEE Transactions on Neural Networks and Learning Systems, 2022Jize Xue +2 more
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Tensor N-tubal rank and its convex relaxation for low-rank tensor recovery
Information Sciences, 2020Yu-Bang Zheng +2 more
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Summarizing Fuzzy Tensors with Sub-Tensors
Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023Victor Henrique Silva Ribeiro +1 more
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Framelet Representation of Tensor Nuclear Norm for Third-Order Tensor Completion
IEEE Transactions on Image Processing, 2020Tai-Xiang Jiang +2 more
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Enhanced Sparsity Prior Model for Low-Rank Tensor Completion
IEEE Transactions on Neural Networks and Learning Systems, 2020Jize Xue, Yongqiang Zhao, Wenzhi Liao
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Efficient Tensor Completion for Color Image and Video Recovery: Low-Rank Tensor Train
IEEE Transactions on Image Processing, 2017Hoang Duong Tuan, Minh N
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