Linear Algebra and Its Applications
Overview
Linear Algebra and its Applications is a renowned academic journal that focuses on the study and application of linear algebra, a fundamental branch of mathematics. It publishes high-quality research articles, reviews, and surveys that explore various aspects of linear algebra, including matrix theory, vector spaces, linear transformations, and their applications in diverse fields such as computer science, engineering, physics, and economics. The journal serves as a valuable resource for researchers, educators, and students interested in the theoretical foundations and practical implications o
Details
Details
Abbr.
Linear Algebra Appl
Start
1968
End
Continuing
Frequency
Fifty-four no. a year, <2003->
p-ISSN
0024-3795
Country
United States
Language
English
Metrics
Metrics
h-index / Ranks: 2718
108
SJR / Ranks: 4929
837
CiteScore / Ranks: 10255
2.20
JIF / Ranks: 6694
1.1
Recent Articles
1.
Lederman R, Steinerberger S
Linear Algebra Appl
. 2024 Dec;
703:528-555.
PMID: 39651330
Let be a tree on vertices and let denote the Laplacian matrix on . The second-smallest eigenvalue , also known as the algebraic connectivity, as well as the associated eigenvector...
2.
Duttweiler L, Almudevar A
Linear Algebra Appl
. 2024 Oct;
703:78-108.
PMID: 39372671
Recent developments in the spectral theory of Bayesian Networks has led to a need for a developed theory of estimation and inference on the eigenvalues of the normalized precision matrix,...
3.
Duttweiler L, Thurston S, Almudevar A
Linear Algebra Appl
. 2023 Jul;
674:282-303.
PMID: 37520305
A Bayesian Network (BN) is a probabilistic model that represents a set of variables using a directed acyclic graph (DAG). Current algorithms for learning BN structures from data focus on...
4.
Seigal A
Linear Algebra Appl
. 2018 Jul;
544:350-369.
PMID: 30034032
A binary tensor consists of 2 entries arranged into hypercube format 2 × 2 × ⋯ × 2. There are ways to flatten such a tensor into a matrix of...
5.
Zhang T, Singer A
Linear Algebra Appl
. 2018 Jan;
524:159-181.
PMID: 29332952
Motivated by a certain molecular reconstruction methodology in cryo-electron microscopy, we consider the problem of solving a linear system with two unknown orthogonal matrices, which is a generalization of the...
6.
Bausch J, Cubitt T
Linear Algebra Appl
. 2017 Jun;
504:64-107.
PMID: 28626246
We address two sets of long-standing open questions in linear algebra and probability theory, from a computational complexity perspective: stochastic matrix divisibility, and divisibility and decomposability of probability distributions. We...
7.
Wang M, Dao Duc K, Fischer J, Song Y
Linear Algebra Appl
. 2017 Mar;
520:44-66.
PMID: 28286347
Interest in higher-order tensors has recently surged in data-intensive fields, with a wide range of applications including image processing, blind source separation, community detection, and feature extraction. A common paradigm...
8.
Bucero M, Bajaj C, Mourrain B
Linear Algebra Appl
. 2016 Aug;
502:104-125.
PMID: 27563154
We describe a new method to compute general cubature formulae. The problem is initially transformed into the computation of truncated Hankel operators with flat extensions. We then analyze the algebraic...
9.
Carmichael O, Sakhanenko L
Linear Algebra Appl
. 2015 May;
473:377-403.
PMID: 25937674
We develop statistical methodology for a popular brain imaging technique HARDI based on the high order tensor model by Özarslan and Mareci [10]. We investigate how uncertainty in the imaging...
10.
Lin M, Chu M
Linear Algebra Appl
. 2013 Aug;
433(3):681-689.
PMID: 23966751
The Euclidean distance matrix for distinct points in ℝ is generically of rank + 2. It is shown in this paper via a geometric argument that its nonnegative rank for...