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canonical polyadic decomposition (126) 126
science & technology (102) 102
technology (66) 66
tensile stress (64) 64
matrix decomposition (63) 63
tensors (52) 52
engineering (50) 50
algorithms (47) 47
engineering, electrical & electronic (46) 46
computer science (40) 40
tensor (40) 40
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decomposition (37) 37
mathematical analysis (36) 36
parafac (31) 31
mathematics, applied (30) 30
signal processing algorithms (30) 30
signal processing (24) 24
tensor decomposition (22) 22
optimization (20) 20
compounds (19) 19
signal and image processing (19) 19
analysis (16) 16
blind source separation (15) 15
numerical analysis (14) 14
algorithm design and analysis (13) 13
approximation algorithms (13) 13
canonical decomposition (13) 13
canonical polyadic (13) 13
engineering sciences (13) 13
algebra (12) 12
electroencephalography (12) 12
loading (12) 12
uniqueness (12) 12
[info.info-ts]computer science [cs]/signal and image processing (11) 11
candecomp (11) 11
compounding (11) 11
estimation (11) 11
computer science, artificial intelligence (10) 10
indexes (10) 10
mathematical models (10) 10
computer simulation (9) 9
exact sciences and technology (9) 9
[spi.signal]engineering sciences [physics]/signal and image processing (8) 8
approximation (8) 8
arrays (8) 8
block term decomposition (8) 8
candecomp/parafac (8) 8
computation (8) 8
computer science, theory & methods (8) 8
convergence (8) 8
independent component analysis (8) 8
sparse matrices (8) 8
tensor factorization (8) 8
alternating least squares (7) 7
big data (7) 7
cost function (7) 7
covariance matrices (7) 7
data models (7) 7
factorization (7) 7
hyperspectral imaging (7) 7
joint diagonalization (7) 7
life sciences & biomedicine (7) 7
machine learning (7) 7
multilinear algebra (7) 7
nonnegative tensor factorization (7) 7
computer science, information systems (6) 6
correlation (6) 6
coupled canonical polyadic decomposition (6) 6
eeg (6) 6
higher-order tensor (6) 6
humans (6) 6
jacobian matrices (6) 6
mathematics - numerical analysis (6) 6
research (6) 6
signal to noise ratio (6) 6
telecommunications (6) 6
vectors (6) 6
[sdv.ib]life sciences [q-bio]/bioengineering (5) 5
applied sciences (5) 5
automation & control systems (5) 5
biomedical engineering (5) 5
candecomp/parafac decomposition (5) 5
complexity theory (5) 5
computational modeling (5) 5
cp decomposition (5) 5
data analysis (5) 5
detection, estimation, filtering, equalization, prediction (5) 5
eigenvalues and eigenfunctions (5) 5
electrical engineering (5) 5
europe (5) 5
information, signal and communications theory (5) 5
multilinear models (5) 5
parallel factor (5) 5
physics (5) 5
polyadic decomposition (5) 5
separation (5) 5
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1. Full Text Optimization-based algorithms for tensor decompositions: Canonical polyadic decomposition, decomposition in rank-(Lr, Lr, 1) terms, and a new generalization
by Sorber, Laurent and Van Barel, Marc and De Lathauwer, Lieven
SIAM journal on optimization, ISSN 1052-6234, 2013, Volume 23, Issue 2, pp. 695 - 720
Canonical polyadic decomposition | Tensor decompositions | Algorithms | Block term decomposition | Multilinear algebra | Optimization | Physical Sciences | Mathematics | Mathematics, Applied | Science & Technology | Computation | Least squares method | Mathematical analysis | Compounding | Decomposition | Compounds
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2. Full Text Coupled canonical polyadic decompositions and (Coupled) decompositions in multilinear rank-(L r,n ,L r,n, 1) terms - Part I: Uniqueness
by Sørensen, Mikael and De Lathauwer, Lieven
SIAM journal on matrix analysis and applications, ISSN 0895-4798, 2015, Volume 36, Issue 2, pp. 496 - 522
Canonical polyadic decomposition | Higher-order tensor | Coupled matrix-tensor factorization | Coupled decompositions | Canonical decomposition (CANDECOMP) | Parallel factor (PARAFAC) | Physical Sciences | Mathematics | Mathematics, Applied | Science & Technology
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3. Full Text Generalized Canonical Polyadic Tensor Decomposition
by Hong, David and Kolda, Tamara G and Duersch, Jed A and Sandia National Lab. (SNL-CA), Livermore, CA (United States)
SIAM review, ISSN 0036-1445, 03/2020, Volume 62, Issue 1, pp. 133 - 163
Physical Sciences | Mathematics | Mathematics, Applied | Science & Technology | CANDECOMP | MATHEMATICS AND COMPUTING | PARAFAC | Bernoulli tensor factorization | Canonical polyadic (CP) tensor decomposition | missing data | Poisson tensor factorization
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4. Full Text On the uniqueness of the canonical polyadic decomposition of third-order tensors-part I: Basic results and uniqueness of one factor matrix
by Domanov, Ignat and De Lathauwer, Lieven
SIAM journal on matrix analysis and applications, ISSN 0895-4798, 2013, Volume 34, Issue 3, pp. 855 - 875
Canonical polyadic decomposition | Compound matrix | Tensor | Parafac | Multilinear algebra | Khatri-Rao product | Candecomp | Three-way array | Physical Sciences | Mathematics | Mathematics, Applied | Science & Technology | Tensors | Mathematical analysis | Compounding | Uniqueness | Proving | Links | Decomposition | Compounds | Mathematics - Spectral Theory
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5. Full Text Coupled Canonical Polyadic Decompositions and (Coupled) Decompositions in Multilinear Rank- (Lr,n,Lr,n,1) Terms-Part II: Algorithms
by Sorensen, Mikael and Domanov, Ignat and De Lathauwer, Lieven
SIAM journal on matrix analysis and applications, ISSN 0895-4798, 2015, Volume 36, Issue 3, pp. 1015 - 1045
Canonical polyadic decomposition | Higher-order tensor | Coupled matrix-tensor factorization | Coupled decompositions | Polyadic decomposition | Canonical decomposition | Parallel factor | Physical Sciences | Mathematics | Mathematics, Applied | Science & Technology
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6. Full Text Multidimensional Harmonic Retrieval via Coupled Canonical Polyadic Decomposition—Part I: Model and Identifiability
by Sorensen, Mikael and De Lathauwer, Lieven
IEEE transactions on signal processing, ISSN 1053-587X, 01/2017, Volume 65, Issue 2, pp. 517 - 527
Tensile stress | multidimensional harmonic retrieval | Writing | Harmonic analysis | Matrix decomposition | Indexes | tensor | Antenna arrays | Coupled canonical polyadic decomposition | Vandermonde matrix | Engineering, Electrical & Electronic | Engineering | Technology | Science & Technology | Signal processing | Research | Reorganization and restructuring
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7. Full Text Multidimensional Harmonic Retrieval via Coupled Canonical Polyadic Decomposition—Part II: Algorithm and Multirate Sampling
by Sorensen, Mikael and De Lathauwer, Lieven
IEEE transactions on signal processing, ISSN 1053-587X, 01/2017, Volume 65, Issue 2, pp. 528 - 539
multirate sampling | Tensile stress | multidimensional harmonic retrieval | Signal processing algorithms | Harmonic analysis | Eigenvalues and eigenfunctions | Generators | direction of arrival estimation | simultaneous matrix diagonalization | Matrix decomposition | Indexes | Coupled canonical polyadic decomposition | Engineering, Electrical & Electronic | Engineering | Technology | Science & Technology | Algorithms | Research
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8. Full Text Towards efficient canonical polyadic decomposition on sunway many-core processor
by Dun, Ming and Li, Yunchun and Sun, Qingxiao and Yang, Hailong and Li, Wei and Luan, Zhongzhi and Gan, Lin and Yang, Guangwen and Qian, Depei
Information sciences, ISSN 0020-0255, 03/2021, Volume 549, pp. 221 - 248
canonical polyadic decomposition | Sunway architecture | performance optimization
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9. Full Text Double Coupled Canonical Polyadic Decomposition for Joint Blind Source Separation
by Gong, Xiao-Feng and Lin, Qiu-Hua and Cong, Feng-Yu and De Lathauwer, Lieven
IEEE transactions on signal processing, ISSN 1053-587X, 07/2018, Volume 66, Issue 13, pp. 3475 - 3490
Couplings | Tensile stress | Joint blind source separation | Signal processing algorithms | coupled canonical polyadic decomposition | Blind source separation | Matrix decomposition | tensor | Optimization | Engineering, Electrical & Electronic | Engineering | Technology | Science & Technology | Statistics - Machine Learning
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10. Full Text Canonical Polyadic Decomposition based on joint eigenvalue decomposition
by Luciani, Xavier and Albera, Laurent
Chemometrics and intelligent laboratory systems, ISSN 0169-7439, 03/2014, Volume 132, pp. 152 - 167
Fluorescence | Direct canonical polyadic decomposition | Over-factoring | Joint eigenvalue decomposition | PARAFAC | Multi-way arrays | Mathematics, Interdisciplinary Applications | Statistics & Probability | Physical Sciences | Chemistry | Technology | Instruments & Instrumentation | Computer Science | Automation & Control Systems | Computer Science, Artificial Intelligence | Mathematics | Chemistry, Analytical | Science & Technology | Algorithms | Engineering Sciences | Numerical Analysis | Signal and Image processing
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11. Full Text Probabilistic Tensor Canonical Polyadic Decomposition With Orthogonal Factors
by Lei Cheng and Yik-Chung Wu and Poor, H. Vincent
IEEE transactions on signal processing, ISSN 1053-587X, 02/2017, Volume 65, Issue 3, pp. 663 - 676
Multidimensional signal processing | Tensile stress | Image coding | Signal processing algorithms | robust estimation | Signal processing | Probabilistic logic | orthogonal constraints | Inference algorithms | Matrix decomposition | tensor canonical polyadic decomposition | Robust Estimation | Multidimensional Signal Processing | Orthogonal Constraints | Tensor Canonical Polyadic Decomposition | Engineering, Electrical & Electronic | Engineering | Technology | Science & Technology | Research
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12. Full Text Generic uniqueness conditions for the canonical polyadic decomposition and indscal
by Domanov, Ignat and De Lathauwer, Lieven
SIAM journal on matrix analysis and applications, ISSN 0895-4798, 2015, Volume 36, Issue 4, pp. 1567 - 1589
Canonical polyadic decomposition | CANDECOMP/PARAFAC decomposition | Third-order tensor | Algebraic geometry | Uniqueness | INDSCAL | Physical Sciences | Mathematics | Mathematics, Applied | Science & Technology | Mathematics - Algebraic Geometry
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13. Full Text Canonical polyadic decomposition of third-order tensors: Reduction to generalized eigenvalue decomposition
by Domanov, Ignat and De Lathauwer, Lieven
SIAM journal on matrix analysis and applications, ISSN 0895-4798, 2014, Volume 35, Issue 2, pp. 636 - 660
Canonical polyadic decomposition | Mixed discriminant | Compound matrix | Tensor | Candecomp/Parafac decomposition | Permanent | Khatri-Rao product | Physical Sciences | Mathematics | Mathematics, Applied | Science & Technology | Tensors | Algebra | Algorithms | Computation | Mathematical analysis | Compounding | Decomposition | Compounds | Mathematics - Spectral Theory
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14. Full Text Canonical polyadic decomposition with a columnwise orthonormal factor matrix
by Soørensen, Mikael and Lathauwer, Lieven De and Comon, Pierre and Icart, Sylvie and Deneire, Luc
SIAM journal on matrix analysis and applications, ISSN 0895-4798, 2012, Volume 33, Issue 4, pp. 1190 - 1213
Higher-order tensor | Simultaneous matrix diagonalization | Polyadic decomposition | Canonical decomposition (CANDECOMP) | Parallel factor (PARAFAC) | Alternating least squares | Orthogonality | Physical Sciences | Mathematics | Mathematics, Applied | Science & Technology | Engineering Sciences | Signal and Image Processing | Computer Science
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15. Full Text Algorithms for Canonical Polyadic Decomposition With Block-Circulant Factors
by Van Eeghem, Frederik and De Lathauwer, Lieven
IEEE signal processing letters, ISSN 1070-9908, 06/2018, Volume 25, Issue 6, pp. 798 - 802
Wiener–Hammerstein | Discrete Fourier transforms | Independent component analysis | Block-circulant | tensors | Matrix decomposition | canonical polyadic decomposition (CPD) | Tensile stress | circulant | uniqueness | Signal processing algorithms | Eigenvalues and eigenfunctions | Manganese | Wiener-Hammerstein | Engineering, Electrical & Electronic | Engineering | Technology | Science & Technology
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