Class information for:
Level 1: CANDECOMP//NONNEGATIVE TENSOR//TENSOR DECOMPOSITION

Basic class information
Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes
The table includes all classes above and classes immediately below the current class.


Cluster id Level Cluster label #P
4 4 PSYCHIATRY//PSYCHOLOGY, CLINICAL//PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH 1867560
505 3       PSYCHOLOGY, MATHEMATICAL//APPLIED PSYCHOLOGICAL MEASUREMENT//PSYCHOMETRIKA 22649
2365 2             BLIND SOURCE SEPARATION//BLIND SOURCE SEPARATION BSS//NONNEGATIVE MATRIX FACTORIZATION 4589
9592 1                   CANDECOMP//NONNEGATIVE TENSOR//TENSOR DECOMPOSITION 1171

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 CANDECOMP authKW 1419436 5% 89% 59
2 NONNEGATIVE TENSOR authKW 1159539 4% 96% 45
3 TENSOR DECOMPOSITION authKW 1054894 7% 47% 84
4 TENSOR authKW 973802 13% 24% 151
5 MULTILINEAR ALGEBRA authKW 859028 5% 60% 53
6 TUCKER DECOMPOSITION authKW 659344 3% 70% 35
7 HIGHER ORDER TENSOR authKW 656145 3% 76% 32
8 GRP SCI ENGN TECHNOL address 605524 3% 75% 30
9 TENSOR DECOMPOSITIONS authKW 552024 2% 71% 29
10 CANONICAL POLYADIC DECOMPOSITION authKW 534536 2% 83% 24

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Mathematics, Applied 18706 50% 0% 586
2 Mathematics 4536 28% 0% 325
3 Psychology, Mathematical 2380 3% 0% 39
4 Computer Science, Artificial Intelligence 2070 12% 0% 135
5 Mathematics, Interdisciplinary Applications 1202 8% 0% 90
6 Statistics & Probability 690 6% 0% 75
7 Engineering, Electrical & Electronic 600 16% 0% 182
8 Operations Research & Management Science 578 5% 0% 64
9 Automation & Control Systems 521 5% 0% 56
10 Social Sciences, Mathematical Methods 482 3% 0% 31

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 GRP SCI ENGN TECHNOL 605524 3% 75% 30
2 HEIJMANS PSYCHOL 422408 2% 83% 19
3 MATHICSE ANCHP 217992 1% 90% 9
4 MANAGEMENT SCI DATA ANALYT 156579 1% 73% 8
5 WIRELESS TELECOM GRP 128223 1% 53% 9
6 COMPUTAT PL MATH INITIAT 119879 1% 64% 7
7 SUB SCI TECHNOL 112135 0% 83% 5
8 HEIJMANS 101434 1% 54% 7
9 NUMER PROXIMAT LINEAR ALGEBRA GRP 96114 0% 71% 5
10 ADV BRAIN SIGNAL PROC 85368 2% 12% 26

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS 137104 9% 5% 105
2 NUMERICAL LINEAR ALGEBRA WITH APPLICATIONS 41248 3% 4% 40
3 LINEAR ALGEBRA AND ITS APPLICATIONS 34608 11% 1% 123
4 LINEAR & MULTILINEAR ALGEBRA 20546 3% 2% 33
5 FRONTIERS OF MATHEMATICS IN CHINA 19457 2% 3% 22
6 PSYCHOMETRIKA 13667 2% 2% 27
7 SIAM JOURNAL ON SCIENTIFIC COMPUTING 12010 3% 1% 40
8 JOURNAL OF CHEMOMETRICS 9175 2% 2% 22
9 PACIFIC JOURNAL OF OPTIMIZATION 6659 1% 2% 10
10 IEEE TRANSACTIONS ON SIGNAL PROCESSING 6279 4% 0% 49

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 CANDECOMP 1419436 5% 89% 59 Search CANDECOMP Search CANDECOMP
2 NONNEGATIVE TENSOR 1159539 4% 96% 45 Search NONNEGATIVE+TENSOR Search NONNEGATIVE+TENSOR
3 TENSOR DECOMPOSITION 1054894 7% 47% 84 Search TENSOR+DECOMPOSITION Search TENSOR+DECOMPOSITION
4 TENSOR 973802 13% 24% 151 Search TENSOR Search TENSOR
5 MULTILINEAR ALGEBRA 859028 5% 60% 53 Search MULTILINEAR+ALGEBRA Search MULTILINEAR+ALGEBRA
6 TUCKER DECOMPOSITION 659344 3% 70% 35 Search TUCKER+DECOMPOSITION Search TUCKER+DECOMPOSITION
7 HIGHER ORDER TENSOR 656145 3% 76% 32 Search HIGHER+ORDER+TENSOR Search HIGHER+ORDER+TENSOR
8 TENSOR DECOMPOSITIONS 552024 2% 71% 29 Search TENSOR+DECOMPOSITIONS Search TENSOR+DECOMPOSITIONS
9 CANONICAL POLYADIC DECOMPOSITION 534536 2% 83% 24 Search CANONICAL+POLYADIC+DECOMPOSITION Search CANONICAL+POLYADIC+DECOMPOSITION
10 TENSOR COMPLETION 526535 3% 65% 30 Search TENSOR+COMPLETION Search TENSOR+COMPLETION

Core articles
The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.

Classes with closest relation at Level 1


rank cluster_id2 link
1 15301 FAT POINTS//SECANT VARIETIES//SESHADRI CONSTANT
2 30700 QUADRATIC ALGORITHMS//MULTIPLICATIVE COMPLEXITY//BILINEAR COMPLEXITY
3 2847 MULTIVARIATE CURVE RESOLUTION//MCR ALS//SECOND ORDER CALIBRATION
4 15037 NONNEGATIVE MATRIX FACTORIZATION//NONNEGATIVE MATRIX FACTORIZATION NMF//CONCEPT FACTORIZATION
5 13240 JOURNAL OF CLASSIFICATION//PSYCHOMETRIKA//HIERARCHICAL CLASSES
6 36921 TESTING DIMENSIONALITY HYPOTHESES//ADDITIVITY TESTS//LAWLEY HOTELLING TRACE
7 9576 POSITIVE POLYNOMIALS//POSITIVSTELLENSATZ//POLYNOMIAL OPTIMIZATION
8 26842 LEVERAGE SCORES//RANDOMIZED LINEAR ALGEBRA//STATISTICAL LEVERAGE
9 24525 HADAMARD MANIFOLD//RIEMANNIAN OPTIMIZATION//MONOTONE VECTOR FIELDS
10 12278 MATRIX COMPLETION//SUBSPACE CLUSTERING//NON RIGID STRUCTURE FROM MOTION

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