1.3(top 50%)
impact factor
2.7K(top 10%)
papers
93.2K(top 5%)
citations
122(top 5%)
h-index
1.3(top 50%)
impact factor
2.7K
all documents
98.2K
doc citations
225(top 5%)
g-index

Top Articles

#TitleJournalYearCitations
1A Multilinear Singular Value DecompositionSIAM Journal on Matrix Analysis and Applications20003,245
2The Geometry of Algorithms with Orthogonality ConstraintsSIAM Journal on Matrix Analysis and Applications19981,936
3A Fully Asynchronous Multifrontal Solver Using Distributed Dynamic SchedulingSIAM Journal on Matrix Analysis and Applications20011,598
4Partitioning Sparse Matrices with Eigenvectors of GraphsSIAM Journal on Matrix Analysis and Applications19901,328
5On the Best Rank-1 and Rank-(R1 ,R2 ,. . .,RN) Approximation of Higher-Order TensorsSIAM Journal on Matrix Analysis and Applications20001,222
6Implicit Application of Polynomial Filters in a k-Step Arnoldi MethodSIAM Journal on Matrix Analysis and Applications1992924
7Robust Solutions to Least-Squares Problems with Uncertain DataSIAM Journal on Matrix Analysis and Applications1997898
8Hermitian and Skew-Hermitian Splitting Methods for Non-Hermitian Positive Definite Linear SystemsSIAM Journal on Matrix Analysis and Applications2003832
9Tikhonov Regularization and Total Least SquaresSIAM Journal on Matrix Analysis and Applications1999780
10Tensor Rank and the Ill-Posedness of the Best Low-Rank Approximation ProblemSIAM Journal on Matrix Analysis and Applications2008751
11Eigenvalues and Condition Numbers of Random MatricesSIAM Journal on Matrix Analysis and Applications1988715
12Jacobi Angles for Simultaneous DiagonalizationSIAM Journal on Matrix Analysis and Applications1996671
13Third-Order Tensors as Operators on Matrices: A Theoretical and Computational Framework with Applications in ImagingSIAM Journal on Matrix Analysis and Applications2013668
14A Jacobi–Davidson Iteration Method for Linear Eigenvalue ProblemsSIAM Journal on Matrix Analysis and Applications1996645
15A Supernodal Approach to Sparse Partial PivotingSIAM Journal on Matrix Analysis and Applications1999618
16Geometric Means in a Novel Vector Space Structure on Symmetric Positive‐Definite MatricesSIAM Journal on Matrix Analysis and Applications2007573
17A Differential Geometric Approach to the Geometric Mean of Symmetric Positive-Definite MatricesSIAM Journal on Matrix Analysis and Applications2005535
18Deflation Techniques for an Implicitly Restarted Arnoldi IterationSIAM Journal on Matrix Analysis and Applications1996526
19$\mathcal{H}_2$ Model Reduction for Large-Scale Linear Dynamical SystemsSIAM Journal on Matrix Analysis and Applications2008512
20Determinant Maximization with Linear Matrix Inequality ConstraintsSIAM Journal on Matrix Analysis and Applications1998497
21Nonnegative Matrix Factorization Based on Alternating Nonnegativity Constrained Least Squares and Active Set MethodSIAM Journal on Matrix Analysis and Applications2008486
22An Approximate Minimum Degree Ordering AlgorithmSIAM Journal on Matrix Analysis and Applications1996474
23Graph Clustering Via a Discrete Uncoupling ProcessSIAM Journal on Matrix Analysis and Applications2008466
24The Scaling and Squaring Method for the Matrix Exponential RevisitedSIAM Journal on Matrix Analysis and Applications2005429
25Sparse Matrices in MATLAB: Design and ImplementationSIAM Journal on Matrix Analysis and Applications1992410
26An Unsymmetric-Pattern Multifrontal Method for Sparse LU FactorizationSIAM Journal on Matrix Analysis and Applications1997392
27A Link between the Canonical Decomposition in Multilinear Algebra and Simultaneous Matrix DiagonalizationSIAM Journal on Matrix Analysis and Applications2006381
28Robust Low-Rank Tensor Recovery: Models and AlgorithmsSIAM Journal on Matrix Analysis and Applications2014381
29Rank-One Approximation to High Order TensorsSIAM Journal on Matrix Analysis and Applications2001377
30The Laplacian Spectrum of a GraphSIAM Journal on Matrix Analysis and Applications1990375
31The Role of Elimination Trees in Sparse FactorizationSIAM Journal on Matrix Analysis and Applications1990374
32Symmetric Tensors and Symmetric Tensor RankSIAM Journal on Matrix Analysis and Applications2008362
33Hierarchical Singular Value Decomposition of TensorsSIAM Journal on Matrix Analysis and Applications2010361
34A Preconditioner for Generalized Saddle Point ProblemsSIAM Journal on Matrix Analysis and Applications2004349
35Means and Averaging in the Group of RotationsSIAM Journal on Matrix Analysis and Applications2002339
36A Shifted Block Lanczos Algorithm for Solving Sparse Symmetric Generalized EigenproblemsSIAM Journal on Matrix Analysis and Applications1994336
37A Krylov--Schur Algorithm for Large EigenproblemsSIAM Journal on Matrix Analysis and Applications2002336
38Some Noninterior Continuation Methods for Linear Complementarity ProblemsSIAM Journal on Matrix Analysis and Applications1996335
39Interior-Point Method for Nuclear Norm Approximation with Application to System IdentificationSIAM Journal on Matrix Analysis and Applications2010330
40Hankel Matrix Rank Minimization with Applications to System Identification and RealizationSIAM Journal on Matrix Analysis and Applications2013326
41Decompositions of a Higher-Order Tensor in Block Terms—Part II: Definitions and UniquenessSIAM Journal on Matrix Analysis and Applications2008325
42On the Best Rank-1 Approximation of Higher-Order Supersymmetric TensorsSIAM Journal on Matrix Analysis and Applications2002299
43Orthogonal Tensor DecompositionsSIAM Journal on Matrix Analysis and Applications2001298
44A Review on the Inverse of Symmetric Tridiagonal and Block Tridiagonal MatricesSIAM Journal on Matrix Analysis and Applications1992295
45Constraint Preconditioning for Indefinite Linear SystemsSIAM Journal on Matrix Analysis and Applications2000295
46Factorized Sparse Approximate Inverse Preconditionings I. TheorySIAM Journal on Matrix Analysis and Applications1993287
47Further Results for Perron–Frobenius Theorem for Nonnegative TensorsSIAM Journal on Matrix Analysis and Applications2010280
48Jacobi’s Method is More Accurate than QRSIAM Journal on Matrix Analysis and Applications1992279
49A Preconditioned Iterative Method for Saddlepoint ProblemsSIAM Journal on Matrix Analysis and Applications1992278
50A Randomized Algorithm for Principal Component AnalysisSIAM Journal on Matrix Analysis and Applications2010263