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Shift-Invariant Canonical Polyadic Decomposition of Complex-Valued Multi-Subject fMRI Data With a Phase Sparsity Constraint
Kuang, Li-Dan, Lin, Qiu-Hua, Gong, Xiao-Feng, Cong, Fengyu, Wang, Yu-Ping, Calhoun, Vince D.
Published in IEEE transactions on medical imaging (01.04.2020)
Published in IEEE transactions on medical imaging (01.04.2020)
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Journal Article
Multi-subject fMRI analysis via combined independent component analysis and shift-invariant canonical polyadic decomposition
Kuang, Li-Dan, Lin, Qiu-Hua, Gong, Xiao-Feng, Cong, Fengyu, Sui, Jing, Calhoun, Vince D.
Published in Journal of neuroscience methods (30.12.2015)
Published in Journal of neuroscience methods (30.12.2015)
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Journal Article
Functional, structural, and phenotypic data fusion to predict developmental scores of pre-school children based on Canonical Polyadic Decomposition
Dron, Noramon, Navarro-Cáceres, Maria, Chin, Richard F.M., Escudero, Javier
Published in Biomedical signal processing and control (01.09.2021)
Published in Biomedical signal processing and control (01.09.2021)
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Journal Article
Canonical Polyadic Decomposition of a Tensor That Has Missing Fibers: A Monomial Factorization Approach
Sorensen, Mikael, Sidiropoulos, Nicholas D., De Lathauwer, Lieven
Published in Proceedings of the ... IEEE International Conference on Acoustics, Speech and Signal Processing (1998) (01.05.2019)
Published in Proceedings of the ... IEEE International Conference on Acoustics, Speech and Signal Processing (1998) (01.05.2019)
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Conference Proceeding
Constrained coupled CPD of complex-valued multi-slice multi-subject fMRI data
Kuang, Li-Dan, Zhu, Hao, Long, Lei, Tang, Ting, Gui, Yan, Zhang, Jin
Published in Signal processing (01.09.2025)
Published in Signal processing (01.09.2025)
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Journal Article
A Normal Form Algorithm for Tensor Rank Decomposition
Telen, Simon, Vannieuwenhoven, Nick
Published in ACM transactions on mathematical software (19.12.2022)
Published in ACM transactions on mathematical software (19.12.2022)
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Journal Article
Constrained CPD of Complex-Valued Multi-Subject fMRI Data via Alternating Rank-R and Rank-1 Least Squares
Kuang, Li-Dan, Lin, Qiu-Hua, Gong, Xiao-Feng, Zhang, Jianming, Li, Wenjun, Li, Feng, Calhoun, Vince D.
Published in IEEE transactions on neural systems and rehabilitation engineering (2022)
Published in IEEE transactions on neural systems and rehabilitation engineering (2022)
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Journal Article
Dynamic functional network connectivity analysis in schizophrenia based on a spatiotemporal CPD framework
Kuang, Li-Dan, Li, He-Qiang, Zhang, Jianming, Gui, Yan, Zhang, Jin
Published in Journal of neural engineering (01.02.2024)
Published in Journal of neural engineering (01.02.2024)
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Journal Article
Multi-Subject Analysis for Brain Developmental Patterns Discovery via Tensor Decomposition of MEG Data
Belyaeva, Irina, Gabrielson, Ben, Wang, Yu-Ping, Wilson, Tony W., Calhoun, Vince D., Stephen, Julia M., Adali, Tülay
Published in Neuroinformatics (Totowa, N.J.) (01.01.2023)
Published in Neuroinformatics (Totowa, N.J.) (01.01.2023)
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Journal Article
Automatic Motion Artifact Removal in ECG with Canonical Polyadic Decomposition
Lilienthal, Jannis, Dargie, Waltenegus
Published in 2021 29th European Signal Processing Conference (EUSIPCO) (23.08.2021)
Published in 2021 29th European Signal Processing Conference (EUSIPCO) (23.08.2021)
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Conference Proceeding
Analysis of High-Order Brain Networks Resolved in Time and Frequency Using CP Decomposition
Faghiri, Ashkan, Iraji, Armin, Adali, Tulay, Calhoun, Vince
Published in Proceedings of the ... IEEE International Conference on Acoustics, Speech and Signal Processing (1998) (14.04.2024)
Published in Proceedings of the ... IEEE International Conference on Acoustics, Speech and Signal Processing (1998) (14.04.2024)
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Conference Proceeding
An Algebraic Solution for the Candecomp/PARAFAC Decomposition with Circulant Factors
Goulart, J. H. de M., Favier, G.
Published in SIAM journal on matrix analysis and applications (01.01.2014)
Published in SIAM journal on matrix analysis and applications (01.01.2014)
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Journal Article
Identifiability Results for Nonuniform Linear and Rectangular Sensor Arrays
Sorensen, Mikael, Sidiropoulos, Nicholas D.
Published in 2022 30th European Signal Processing Conference (EUSIPCO) (29.08.2022)
Published in 2022 30th European Signal Processing Conference (EUSIPCO) (29.08.2022)
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Conference Proceeding