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

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
3183 2             SLICED INVERSE REGRESSION//SUFFICIENT DIMENSION REDUCTION//CENTRAL SUBSPACE 2293
16535 1                   MINOR COMPONENT ANALYSIS MCA//SUBSPACE TRACKING//DETERMINISTIC DISCRETE TIME DDT SYSTEM 676

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 MINOR COMPONENT ANALYSIS MCA authKW 748527 3% 94% 17
2 SUBSPACE TRACKING authKW 601124 5% 37% 35
3 DETERMINISTIC DISCRETE TIME DDT SYSTEM authKW 466212 1% 100% 10
4 MINOR COMPONENT ANALYSIS authKW 251747 1% 60% 9
5 GENERALIZED HEBBIAN ALGORITHM authKW 207671 1% 64% 7
6 SIMILARITY CLASSIFIER authKW 194253 1% 83% 5
7 DETERMINISTIC DISCRETE TIME DDT APPROACH authKW 186485 1% 100% 4
8 DETERMINISTIC DISCRETE TIME SYSTEM authKW 186485 1% 100% 4
9 PL COMPUTAT INTELLIGENCE UNIT address 145927 2% 26% 12
10 ADAPTIVE LINEAR DISCRIMINANT ANALYSIS authKW 139864 0% 100% 3

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 13357 37% 0% 250
2 Engineering, Electrical & Electronic 4620 49% 0% 329
3 Computer Science, Theory & Methods 641 9% 0% 61
4 Neurosciences 167 12% 0% 78
5 Computer Science, Hardware & Architecture 135 3% 0% 19
6 Computer Science, Information Systems 124 4% 0% 28
7 Computer Science, Cybernetics 118 1% 0% 9
8 Telecommunications 96 4% 0% 26
9 Mathematics, Applied 90 6% 0% 40
10 Acoustics 48 2% 0% 13

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 PL COMPUTAT INTELLIGENCE UNIT 145927 2% 26% 12
2 SICHUAN UNIV LIB 69929 0% 50% 3
3 AG NEURO BIOINFORMAT GRP 46621 0% 100% 1
4 AREA LENGUAJES SIST INFORMAT 46621 0% 100% 1
5 ARTIFICIAL NEURAL NETWORK GRP 46621 0% 100% 1
6 BIOMAGNET IMAGE 46621 0% 100% 1
7 BLACK FO T 46621 0% 100% 1
8 CELIS GRP 46621 0% 100% 1
9 CONCEPTS PLICAT 46621 0% 100% 1
10 ELECT ENGN PROGRAM PEE 46621 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 IEEE TRANSACTIONS ON NEURAL NETWORKS 32669 7% 2% 45
2 NEURAL NETWORKS 24227 6% 1% 41
3 IEEE TRANSACTIONS ON SIGNAL PROCESSING 22403 10% 1% 70
4 NEURAL PROCESSING LETTERS 17944 3% 2% 20
5 NETWORK-COMPUTATION IN NEURAL SYSTEMS 9910 2% 2% 11
6 NEUROCOMPUTING 9599 7% 0% 46
7 SIGNAL PROCESSING 6715 5% 0% 31
8 IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING 4370 2% 1% 12
9 NEURAL COMPUTATION 4028 2% 1% 15
10 JOURNAL OF VLSI SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY 3297 1% 1% 7

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 MINOR COMPONENT ANALYSIS MCA 748527 3% 94% 17 Search MINOR+COMPONENT+ANALYSIS+MCA Search MINOR+COMPONENT+ANALYSIS+MCA
2 SUBSPACE TRACKING 601124 5% 37% 35 Search SUBSPACE+TRACKING Search SUBSPACE+TRACKING
3 DETERMINISTIC DISCRETE TIME DDT SYSTEM 466212 1% 100% 10 Search DETERMINISTIC+DISCRETE+TIME+DDT+SYSTEM Search DETERMINISTIC+DISCRETE+TIME+DDT+SYSTEM
4 MINOR COMPONENT ANALYSIS 251747 1% 60% 9 Search MINOR+COMPONENT+ANALYSIS Search MINOR+COMPONENT+ANALYSIS
5 GENERALIZED HEBBIAN ALGORITHM 207671 1% 64% 7 Search GENERALIZED+HEBBIAN+ALGORITHM Search GENERALIZED+HEBBIAN+ALGORITHM
6 SIMILARITY CLASSIFIER 194253 1% 83% 5 Search SIMILARITY+CLASSIFIER Search SIMILARITY+CLASSIFIER
7 DETERMINISTIC DISCRETE TIME DDT APPROACH 186485 1% 100% 4 Search DETERMINISTIC+DISCRETE+TIME+DDT+APPROACH Search DETERMINISTIC+DISCRETE+TIME+DDT+APPROACH
8 DETERMINISTIC DISCRETE TIME SYSTEM 186485 1% 100% 4 Search DETERMINISTIC+DISCRETE+TIME+SYSTEM Search DETERMINISTIC+DISCRETE+TIME+SYSTEM
9 ADAPTIVE LINEAR DISCRIMINANT ANALYSIS 139864 0% 100% 3 Search ADAPTIVE+LINEAR+DISCRIMINANT+ANALYSIS Search ADAPTIVE+LINEAR+DISCRIMINANT+ANALYSIS
10 MINOR COMPONENT EXTRACTION 139864 0% 100% 3 Search MINOR+COMPONENT+EXTRACTION Search MINOR+COMPONENT+EXTRACTION

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 32279 IND PLICABLE MATH//JOINT CHANNEL ESTIMATION JCE//MULTI CELL JOINT CHANNEL ESTIMATION
2 31256 PRINCIPAL CURVES//PRINCIPAL MANIFOLD//MODE ESTIMATE SEQUENCE
3 1710 BLIND SOURCE SEPARATION//BLIND SOURCE SEPARATION BSS//INDEPENDENT COMPONENT ANALYSIS
4 13230 PROJECTION NEURAL NETWORK//RECURRENT NEURAL NETWORKS//ZHANG NEURAL NETWORK ZNN
5 7357 SELF ORGANIZING MAP//COMPETITIVE LEARNING//CLIN PSYCHOTHER Y
6 794 DIRECTION OF ARRIVAL ESTIMATION//ARRAY SIGNAL PROCESSING//DIRECTION OF ARRIVAL DOA ESTIMATION
7 31556 HARMONY LEARNING//ARTIFICIAL NEURAL NETWORKS//BAYESIAN YING YANG BYY HARMONY LEARNING
8 14208 NATURAL IMAGES//NETWORK-COMPUTATION IN NEURAL SYSTEMS//ISODIPOLE
9 32278 PROJECTION PURSUIT//AUTO ASSOCIATIVE MODELS//DISCRIMINANT SPACE
10 24525 HADAMARD MANIFOLD//RIEMANNIAN OPTIMIZATION//MONOTONE VECTOR FIELDS

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