Class information for:
Level 1: MULTIVARIATE EIGENVALUE PROBLEM//CANONICAL CORRELATION ANALYSIS//MAXBET

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
24116 323 27.6 40%


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
9 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//COMPUTER SCIENCE, INFORMATION SYSTEMS 1247339
34 3       STATISTICS & PROBABILITY//STAT//COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 105938
1563 2             LASSO//VARIABLE SELECTION//SLICED INVERSE REGRESSION 7363
24116 1                   MULTIVARIATE EIGENVALUE PROBLEM//CANONICAL CORRELATION ANALYSIS//MAXBET 323

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 MULTIVARIATE EIGENVALUE PROBLEM authKW 756289 2% 100% 8
2 CANONICAL CORRELATION ANALYSIS authKW 531054 17% 10% 54
3 MAXBET authKW 378145 1% 100% 4
4 MAXIMAL CORRELATION PROBLEM authKW 212705 1% 75% 3
5 MULTISET CANONICAL CORRELATION ANALYSIS authKW 212705 1% 75% 3
6 CANONICAL CORRELATION ANALYSIS CCA authKW 199686 4% 16% 13
7 ALTERNATING VARIABLE METHOD authKW 189072 1% 100% 2
8 DUAL MULTIPLE FACTOR ANALYSIS authKW 189072 1% 100% 2
9 G FOLD CROSS VALIDATION authKW 189072 1% 100% 2
10 GAUSS SEIDAL METHOD authKW 189072 1% 100% 2

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 Psychology, Mathematical 6695 11% 0% 34
2 Computer Science, Artificial Intelligence 5168 33% 0% 107
3 Social Sciences, Mathematical Methods 2875 12% 0% 38
4 Statistics & Probability 2281 21% 0% 67
5 Mathematics, Interdisciplinary Applications 1697 17% 0% 54
6 Computer Science, Information Systems 208 7% 0% 23
7 Computer Science, Interdisciplinary Applications 155 7% 0% 21
8 Engineering, Electrical & Electronic 150 15% 0% 48
9 Neuroimaging 147 3% 0% 9
10 Psychology, Experimental 123 5% 0% 15

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 TAIYUAN IRON STEEL CO 189072 1% 100% 2
2 BIOINFORMAT BIOSTAT PLATFORM IHU A ICM 94536 0% 100% 1
3 ESTADAST INVEST OPERAT 94536 0% 100% 1
4 PARIETAL PROJECT TEAMI2BMDSV 94536 0% 100% 1
5 ROYAL EDINBURG HOSP 94536 0% 100% 1
6 SOCIALHOGSKOLAN PUFENDORF ADV 94536 0% 100% 1
7 UMR MATH PL 6625 94536 0% 100% 1
8 ENGN INFORMAT GRP 77343 1% 27% 3
9 ANAL ECON SOCIAL SYST 75627 1% 40% 2
10 UMR8203 54018 1% 29% 2

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 PSYCHOMETRIKA 24479 6% 1% 19
2 MULTIVARIATE BEHAVIORAL RESEARCH 9212 3% 1% 10
3 COMPUTATIONAL STATISTICS & DATA ANALYSIS 3215 4% 0% 13
4 MACHINE LEARNING 2742 2% 0% 6
5 PATTERN RECOGNITION 2690 4% 0% 14
6 JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION 2134 2% 0% 6
7 ADVANCES IN DATA ANALYSIS AND CLASSIFICATION 1997 1% 1% 2
8 SOCIAL SCIENCE COMPUTER REVIEW 1904 1% 1% 4
9 MULTIVARIATE EXPERIMENTAL CLINICAL RESEARCH 1548 0% 2% 1
10 NEURAL PROCESSING LETTERS 1543 1% 0% 4

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 MULTIVARIATE EIGENVALUE PROBLEM 756289 2% 100% 8 Search MULTIVARIATE+EIGENVALUE+PROBLEM Search MULTIVARIATE+EIGENVALUE+PROBLEM
2 CANONICAL CORRELATION ANALYSIS 531054 17% 10% 54 Search CANONICAL+CORRELATION+ANALYSIS Search CANONICAL+CORRELATION+ANALYSIS
3 MAXBET 378145 1% 100% 4 Search MAXBET Search MAXBET
4 MAXIMAL CORRELATION PROBLEM 212705 1% 75% 3 Search MAXIMAL+CORRELATION+PROBLEM Search MAXIMAL+CORRELATION+PROBLEM
5 MULTISET CANONICAL CORRELATION ANALYSIS 212705 1% 75% 3 Search MULTISET+CANONICAL+CORRELATION+ANALYSIS Search MULTISET+CANONICAL+CORRELATION+ANALYSIS
6 CANONICAL CORRELATION ANALYSIS CCA 199686 4% 16% 13 Search CANONICAL+CORRELATION+ANALYSIS+CCA Search CANONICAL+CORRELATION+ANALYSIS+CCA
7 ALTERNATING VARIABLE METHOD 189072 1% 100% 2 Search ALTERNATING+VARIABLE+METHOD Search ALTERNATING+VARIABLE+METHOD
8 DUAL MULTIPLE FACTOR ANALYSIS 189072 1% 100% 2 Search DUAL+MULTIPLE+FACTOR+ANALYSIS Search DUAL+MULTIPLE+FACTOR+ANALYSIS
9 G FOLD CROSS VALIDATION 189072 1% 100% 2 Search G+FOLD+CROSS+VALIDATION Search G+FOLD+CROSS+VALIDATION
10 GAUSS SEIDAL METHOD 189072 1% 100% 2 Search GAUSS+SEIDAL+METHOD Search GAUSS+SEIDAL+METHOD

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.


Rank Reference # ref.
in cl.		 Shr. of ref. in
cl.		 Citations
1 WANG, FS , ZHANG, DQ , (2013) A NEW LOCALITY-PRESERVING CANONICAL CORRELATION ANALYSIS ALGORITHM FOR MULTI-VIEW DIMENSIONALITY REDUCTION.NEURAL PROCESSING LETTERS. VOL. 37. ISSUE 2. P. 135 -146 10 83% 7
2 PENG, Y , ZHANG, DQ , ZHANG, JC , (2010) A NEW CANONICAL CORRELATION ANALYSIS ALGORITHM WITH LOCAL DISCRIMINATION.NEURAL PROCESSING LETTERS. VOL. 31. ISSUE 1. P. 1 -15 11 65% 25
3 YUAN, Y , MA, C , PU, D , (2016) A NOVEL DISCRIMINANT MINIMUM CLASS LOCALITY PRESERVING CANONICAL CORRELATION ANALYSIS AND ITS APPLICATIONS.JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION. VOL. 12. ISSUE 1. P. 251 -268 13 48% 0
4 ZU, C , ZHANG, DQ , (2016) CANONICAL SPARSE CROSS-VIEW CORRELATION ANALYSIS.NEUROCOMPUTING. VOL. 191. ISSUE . P. 263 -272 11 52% 1
5 YUAN, YH , SUN, QS , GE, HW , (2014) FRACTIONAL-ORDER EMBEDDING CANONICAL CORRELATION ANALYSIS AND ITS APPLICATIONS TO MULTI-VIEW DIMENSIONALITY REDUCTION AND RECOGNITION.PATTERN RECOGNITION. VOL. 47. ISSUE 3. P. 1411 -1424 14 41% 13
6 ZHOU, XD , CHEN, XH , CHEN, SC , (2013) NEIGHBORHOOD CORRELATION ANALYSIS FOR SEMI-PAIRED TWO-VIEW DATA.NEURAL PROCESSING LETTERS. VOL. 37. ISSUE 3. P. 335-354 10 63% 1
7 SU, SZ , GE, HW , YUAN, YH , (2016) KERNEL-ALIGNED MULTI-VIEW CANONICAL CORRELATION ANALYSIS FOR IMAGE RECOGNITION.INFRARED PHYSICS & TECHNOLOGY. VOL. 78. ISSUE . P. 233 -240 12 48% 0
8 YUAN, YH , SUN, QS , (2014) MULTISET CANONICAL CORRELATIONS USING GLOBALITY PRESERVING PROJECTIONS WITH APPLICATIONS TO FEATURE EXTRACTION AND RECOGNITION.IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. VOL. 25. ISSUE 6. P. 1131-1146 14 40% 5
9 LAZRAQ, A , CLEROUX, R , (2002) TESTING THE SIGNIFICANCE OF THE SUCCESSIVE COMPONENTS IN REDUNDANCY ANALYSIS.PSYCHOMETRIKA. VOL. 67. ISSUE 3. P. 411-419 8 100% 3
10 SHEN, XB , SUN, QS , (2015) ORTHOGONAL MULTISET CANONICAL CORRELATION ANALYSIS BASED ON FRACTIONAL-ORDER AND ITS APPLICATION IN MULTIPLE FEATURE EXTRACTION AND RECOGNITION.NEURAL PROCESSING LETTERS. VOL. 42. ISSUE 2. P. 301 -316 10 56% 1

Classes with closest relation at Level 1


Rank Class id link
1 25909 SPARSE PRINCIPAL COMPONENT ANALYSIS//PRINCIPAL VARIABLES//SPARSE PCA
2 23992 FORMATIVE MEASUREMENT//HUMAN OURCE MANAGEMENT ORG HRMO//CAUSAL INDICATORS
3 16422 TRANSFER LEARNING//DOMAIN ADAPTATION//MULTI TASK LEARNING
4 29418 MULTIVARIATE EXPERIMENTAL CLINICAL RESEARCH//BEHAVIOURAL CAUSATION//BEYONDISM
5 127 FACE RECOGNITION//DIMENSIONALITY REDUCTION//MANIFOLD LEARNING
6 25585 SEMI SUPERVISED LEARNING//CO TRAINING//TRI TRAINING
7 35109 FUZZY RULE BUILDING EXPERT SYSTEM//INTELLIGENT CHEM RUMENTAT//ANOVA PCA
8 33202 ALPHA BAG//DISTANCE BASED PREDICTION//NONLINEAR BIPLOT
9 8093 CANDECOMP//TENSOR DECOMPOSITION//NONNEGATIVE TENSOR
10 23850 HADAMARD MANIFOLD//RIEMANNIAN OPTIMIZATION//MONOTONE VECTOR FIELDS

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