Class information for:
Level 1: MINOR COMPONENT ANALYSIS MCA//SUBSPACE TRACKING//DETERMINISTIC DISCRETE TIME DDT SYSTEM

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
16483 651 21.4 49%


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
211 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON NEURAL NETWORKS//DATA MINING 51632
2769 2             SELF ORGANIZING MAP//PRINCIPAL CURVES//PRINCIPAL POINTS 3152
16483 1                   MINOR COMPONENT ANALYSIS MCA//SUBSPACE TRACKING//DETERMINISTIC DISCRETE TIME DDT SYSTEM 651

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 MINOR COMPONENT ANALYSIS MCA authKW 753068 3% 94% 17
2 SUBSPACE TRACKING authKW 705578 6% 41% 37
3 DETERMINISTIC DISCRETE TIME DDT SYSTEM authKW 469040 2% 100% 10
4 MINOR COMPONENT ANALYSIS authKW 253275 1% 60% 9
5 DETERMINISTIC DISCRETE TIME DDT APPROACH authKW 187616 1% 100% 4
6 DETERMINISTIC DISCRETE TIME SYSTEM authKW 187616 1% 100% 4
7 GENERALIZED HEBBIAN ALGORITHM authKW 168850 1% 60% 6
8 PL COMPUTAT INTELLIGENCE UNIT address 146812 2% 26% 12
9 ADAPTIVE LINEAR DISCRIMINANT ANALYSIS authKW 140712 0% 100% 3
10 MINOR COMPONENT EXTRACTION authKW 140712 0% 100% 3

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 Computer Science, Artificial Intelligence 11772 35% 0% 229
2 Engineering, Electrical & Electronic 4619 49% 0% 321
3 Computer Science, Theory & Methods 666 9% 0% 61
4 Computer Science, Hardware & Architecture 178 3% 0% 21
5 Neurosciences 165 12% 0% 76
6 Computer Science, Information Systems 133 4% 0% 28
7 Computer Science, Cybernetics 126 1% 0% 9
8 Mathematics, Applied 84 6% 0% 38
9 Telecommunications 62 3% 0% 21
10 Acoustics 41 2% 0% 12

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 PL COMPUTAT INTELLIGENCE UNIT 146812 2% 26% 12
2 SICHUAN UNIV LIB 70353 0% 50% 3
3 IMAGE GR H 49653 1% 18% 6
4 COMPUTAT INTELLIGENCE 48487 4% 4% 25
5 AG NEURO BIOINFORMAT GRP 46904 0% 100% 1
6 AREA LENGUAJES SIST INFORMAT 46904 0% 100% 1
7 ARTIFICIAL NEURAL NETWORK GRP 46904 0% 100% 1
8 BLACK FO T 46904 0% 100% 1
9 CELIS GRP 46904 0% 100% 1
10 CONCEPTS PLICAT 46904 0% 100% 1

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 IEEE TRANSACTIONS ON NEURAL NETWORKS 34347 7% 2% 46
2 NEURAL NETWORKS 28814 7% 1% 44
3 IEEE TRANSACTIONS ON SIGNAL PROCESSING 24598 11% 1% 72
4 NEURAL PROCESSING LETTERS 21174 3% 2% 21
5 SIGNAL PROCESSING 7881 5% 1% 33
6 NETWORK-COMPUTATION IN NEURAL SYSTEMS 6671 1% 2% 9
7 NEUROCOMPUTING 5960 5% 0% 35
8 IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING 3692 2% 1% 11
9 JOURNAL OF VLSI SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY 3317 1% 1% 7
10 NEURAL COMPUTATION 3132 2% 1% 13

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 MINOR COMPONENT ANALYSIS MCA 753068 3% 94% 17 Search MINOR+COMPONENT+ANALYSIS+MCA Search MINOR+COMPONENT+ANALYSIS+MCA
2 SUBSPACE TRACKING 705578 6% 41% 37 Search SUBSPACE+TRACKING Search SUBSPACE+TRACKING
3 DETERMINISTIC DISCRETE TIME DDT SYSTEM 469040 2% 100% 10 Search DETERMINISTIC+DISCRETE+TIME+DDT+SYSTEM Search DETERMINISTIC+DISCRETE+TIME+DDT+SYSTEM
4 MINOR COMPONENT ANALYSIS 253275 1% 60% 9 Search MINOR+COMPONENT+ANALYSIS Search MINOR+COMPONENT+ANALYSIS
5 DETERMINISTIC DISCRETE TIME DDT APPROACH 187616 1% 100% 4 Search DETERMINISTIC+DISCRETE+TIME+DDT+APPROACH Search DETERMINISTIC+DISCRETE+TIME+DDT+APPROACH
6 DETERMINISTIC DISCRETE TIME SYSTEM 187616 1% 100% 4 Search DETERMINISTIC+DISCRETE+TIME+SYSTEM Search DETERMINISTIC+DISCRETE+TIME+SYSTEM
7 GENERALIZED HEBBIAN ALGORITHM 168850 1% 60% 6 Search GENERALIZED+HEBBIAN+ALGORITHM Search GENERALIZED+HEBBIAN+ALGORITHM
8 ADAPTIVE LINEAR DISCRIMINANT ANALYSIS 140712 0% 100% 3 Search ADAPTIVE+LINEAR+DISCRIMINANT+ANALYSIS Search ADAPTIVE+LINEAR+DISCRIMINANT+ANALYSIS
9 MINOR COMPONENT EXTRACTION 140712 0% 100% 3 Search MINOR+COMPONENT+EXTRACTION Search MINOR+COMPONENT+EXTRACTION
10 MINOR SUBSPACE 140712 0% 100% 3 Search MINOR+SUBSPACE Search MINOR+SUBSPACE

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 GAO, YB , KONG, XY , HU, CH , LI, HZ , HOU, LA , (2017) A GENERALIZED INFORMATION CRITERION FOR GENERALIZED MINOR COMPONENT EXTRACTION.IEEE TRANSACTIONS ON SIGNAL PROCESSING. VOL. 65. ISSUE 4. P. 947 -959 33 85% 0
2 KONG, XY , HU, CH , HAN, CZ , (2012) A DUAL PURPOSE PRINCIPAL AND MINOR SUBSPACE GRADIENT FLOW.IEEE TRANSACTIONS ON SIGNAL PROCESSING. VOL. 60. ISSUE 1. P. 197 -210 31 97% 3
3 TAN, KK , LV, JC , YI, Z , HUANG, SA , (2010) ADAPTIVE MULTIPLE MINOR DIRECTIONS EXTRACTION IN PARALLEL USING A PCA NEURAL NETWORK.THEORETICAL COMPUTER SCIENCE. VOL. 411. ISSUE 48. P. 4200 -4215 29 97% 2
4 FENG, XW , KONG, XY , MA, HG , LIU, HM , (2017) UNIFIED AND COUPLED SELF-STABILIZING ALGORITHMS FOR MINOR AND PRINCIPAL EIGEN-PAIRS EXTRACTION.NEURAL PROCESSING LETTERS. VOL. 45. ISSUE 1. P. 197 -222 28 80% 0
5 GAO, JB , YE, M , LI, JP , XIA, Q , (2011) A GLOBALLY CONVERGENT MCA ALGORITHM BY GENERALIZED EIGEN-DECOMPOSITION.INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS. VOL. 4. ISSUE 5. P. 991-1001 27 93% 3
6 KONG, XY , HU, CH , MA, HG , HAN, CZ , (2012) A UNIFIED SELF-STABILIZING NEURAL NETWORK ALGORITHM FOR PRINCIPAL AND MINOR COMPONENTS EXTRACTION.IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. VOL. 23. ISSUE 2. P. 185 -198 27 90% 4
7 PENG, DZ , YI, Z , XIANG, Y , (2009) A UNIFIED LEARNING ALGORITHM TO EXTRACT PRINCIPAL AND MINOR COMPONENTS.DIGITAL SIGNAL PROCESSING. VOL. 19. ISSUE 4. P. 640-649 25 100% 8
8 KONG, XY , AN, QS , MA, HG , HAN, CZ , ZHANG, Q , (2012) CONVERGENCE ANALYSIS OF DETERMINISTIC DISCRETE TIME SYSTEM OF A UNIFIED SELF-STABILIZING ALGORITHM FOR PCA AND MCA.NEURAL NETWORKS. VOL. 36. ISSUE . P. 64 -72 25 93% 2
9 LV, JC , YI, Z , LI, YX , (2015) NON-DIVERGENCE OF STOCHASTIC DISCRETE TIME ALGORITHMS FOR PCA NEURAL NETWORKS.IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. VOL. 26. ISSUE 2. P. 394 -399 21 95% 2
10 NGUYEN, TD , YAMADA, I , (2013) A UNIFIED CONVERGENCE ANALYSIS OF NORMALIZED PAST ALGORITHMS FOR ESTIMATING PRINCIPAL AND MINOR COMPONENTS.SIGNAL PROCESSING. VOL. 93. ISSUE 1. P. 176 -184 22 96% 3

Classes with closest relation at Level 1


Rank Class id link
1 33963 IND PLICABLE MATH//JOINT CHANNEL ESTIMATION JCE//MULTI USER JOINT DETECTION MUJD
2 30659 PRINCIPAL CURVES//PRINCIPAL MANIFOLD//SUBSPACE CONSTRAINED MEAN SHIFT
3 25235 INFORMAT AUTOMAT//EXPLORATORY PROJECTION PURSUIT//ARTIFICIAL INTELLIGENCE PL ELECT
4 1826 BLIND SOURCE SEPARATION//BLIND SOURCE SEPARATION BSS//INDEPENDENT COMPONENT ANALYSIS
5 6851 SELF ORGANIZING MAP//CITEC EXCELLENCE//COMPETITIVE LEARNING
6 14553 NATURAL IMAGES//NETWORK-COMPUTATION IN NEURAL SYSTEMS//NATURAL SCENES
7 882 DIRECTION OF ARRIVAL ESTIMATION//DIRECTION OF ARRIVAL DOA ESTIMATION//ARRAY SIGNAL PROCESSING
8 34182 DISTANCE STUDIES//INTRINSIC DIMENSIONALITY ESTIMATION//INTRINSIC DIMENSION ESTIMATION
9 23850 HADAMARD MANIFOLD//RIEMANNIAN OPTIMIZATION//MONOTONE VECTOR FIELDS
10 34228 ARTIFICIAL NEURAL NETWORKS//HARMONY LEARNING//INTELLIGENT INFORMAT SYST

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