Class information for:
Level 1: BLIND SOURCE SEPARATION//BLIND SOURCE SEPARATION BSS//INDEPENDENT COMPONENT ANALYSIS

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
1826 2470 23.8 54%


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
2705 2             BLIND SOURCE SEPARATION//BLIND SOURCE SEPARATION BSS//INDEPENDENT COMPONENT ANALYSIS 3336
1826 1                   BLIND SOURCE SEPARATION//BLIND SOURCE SEPARATION BSS//INDEPENDENT COMPONENT ANALYSIS 2470

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 BLIND SOURCE SEPARATION authKW 3770224 21% 59% 519
2 BLIND SOURCE SEPARATION BSS authKW 1565726 8% 66% 192
3 INDEPENDENT COMPONENT ANALYSIS authKW 1458107 19% 25% 466
4 CONVOLUTIVE MIXTURES authKW 1104495 4% 94% 95
5 INDEPENDENT COMPONENT ANALYSIS ICA authKW 667177 7% 29% 184
6 BLIND SIGNAL SEPARATION authKW 467354 2% 69% 55
7 JOINT DIAGONALIZATION authKW 365079 2% 62% 48
8 BLIND SEPARATION authKW 280412 1% 69% 33
9 UNDERDETERMINED MIXTURES authKW 269534 1% 84% 26
10 CONTRAST FUNCTION authKW 263673 1% 67% 32

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 29486 29% 0% 709
2 Engineering, Electrical & Electronic 19381 52% 0% 1277
3 Computer Science, Theory & Methods 7796 16% 0% 393
4 Computer Science, Hardware & Architecture 971 4% 0% 94
5 Acoustics 964 4% 0% 100
6 Computer Science, Information Systems 850 5% 0% 133
7 Automation & Control Systems 357 3% 0% 71
8 Telecommunications 163 3% 0% 69
9 Imaging Science & Photographic Technology 110 1% 0% 28
10 Statistics & Probability 95 2% 0% 51

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 BRAIN STYLE INFORMAT SYST GRP 136916 0% 92% 12
2 ADV BRAIN SIGNAL PROC 82485 1% 18% 37
3 OPEN INFORMAT SYST 77247 0% 63% 10
4 NEURAL NETWORKS 63293 1% 18% 28
5 LASER ATOM DEV 55381 0% 41% 11
6 MODELING COMPUTAT 44142 0% 71% 5
7 NEURAL NETWORKS AD T SYST GRP 40448 0% 55% 6
8 ARQUITECURA TECNOL COMP 37082 0% 100% 3
9 AREA TEORIA SENAL 27810 0% 75% 3
10 BLIND SOURCE SEPARAT GRP 27810 0% 75% 3

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 SIGNAL PROCESSING 79631 8% 3% 204
2 IEEE TRANSACTIONS ON SIGNAL PROCESSING 57180 9% 2% 214
3 NEUROCOMPUTING 32069 6% 2% 158
4 IEEE SIGNAL PROCESSING LETTERS 29388 4% 2% 101
5 NEURAL COMPUTATION 25389 3% 3% 72
6 LECTURE NOTES IN COMPUTER SCIENCE 17326 14% 0% 356
7 IEEE TRANSACTIONS ON NEURAL NETWORKS 16366 3% 2% 62
8 IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING 16348 2% 3% 45
9 DIGITAL SIGNAL PROCESSING 11454 2% 2% 40
10 NEURAL PROCESSING LETTERS 9885 1% 3% 28

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 BLIND SOURCE SEPARATION 3770224 21% 59% 519 Search BLIND+SOURCE+SEPARATION Search BLIND+SOURCE+SEPARATION
2 BLIND SOURCE SEPARATION BSS 1565726 8% 66% 192 Search BLIND+SOURCE+SEPARATION+BSS Search BLIND+SOURCE+SEPARATION+BSS
3 INDEPENDENT COMPONENT ANALYSIS 1458107 19% 25% 466 Search INDEPENDENT+COMPONENT+ANALYSIS Search INDEPENDENT+COMPONENT+ANALYSIS
4 CONVOLUTIVE MIXTURES 1104495 4% 94% 95 Search CONVOLUTIVE+MIXTURES Search CONVOLUTIVE+MIXTURES
5 INDEPENDENT COMPONENT ANALYSIS ICA 667177 7% 29% 184 Search INDEPENDENT+COMPONENT+ANALYSIS+ICA Search INDEPENDENT+COMPONENT+ANALYSIS+ICA
6 BLIND SIGNAL SEPARATION 467354 2% 69% 55 Search BLIND+SIGNAL+SEPARATION Search BLIND+SIGNAL+SEPARATION
7 JOINT DIAGONALIZATION 365079 2% 62% 48 Search JOINT+DIAGONALIZATION Search JOINT+DIAGONALIZATION
8 BLIND SEPARATION 280412 1% 69% 33 Search BLIND+SEPARATION Search BLIND+SEPARATION
9 UNDERDETERMINED MIXTURES 269534 1% 84% 26 Search UNDERDETERMINED+MIXTURES Search UNDERDETERMINED+MIXTURES
10 CONTRAST FUNCTION 263673 1% 67% 32 Search CONTRAST+FUNCTION Search CONTRAST+FUNCTION

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 MANSOUR, A , KAWAMOTO, M , (2003) ICA PAPERS CLASSIFIED ACCORDING TO THEIR APPLICATIONS AND PERFORMANCES.IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES. VOL. E86A. ISSUE 3. P. 620 -633 81 82% 14
2 CHABRIEL, G , KLEINSTEUBER, M , MOREAU, E , SHEN, H , TICHAVSKY, P , YEREDOR, A , (2014) JOINT MATRICES DECOMPOSITIONS AND BLIND SOURCE SEPARATION [A SURVEY OF METHODS, IDENTIFICATION, AND APPLICATIONS].IEEE SIGNAL PROCESSING MAGAZINE. VOL. 31. ISSUE 3. P. 34 -43 36 86% 20
3 CARDOSO, JF , (1998) BLIND SIGNAL SEPARATION: STATISTICAL PRINCIPLES.PROCEEDINGS OF THE IEEE. VOL. 86. ISSUE 10. P. 2009 -2025 24 89% 957
4 WANG, L , (2014) MULTI-BAND MULTI-CENTROID CLUSTERING BASED PERMUTATION ALIGNMENT FOR FREQUENCY-DOMAIN BLIND SPEECH SEPARATION.DIGITAL SIGNAL PROCESSING. VOL. 31. ISSUE . P. 79 -92 29 97% 1
5 YE, JM , ZHU, XL , ZHANG, XD , (2004) ADAPTIVE BLIND SEPARATION WITH AN UNKNOWN NUMBER OF SOURCES.NEURAL COMPUTATION. VOL. 16. ISSUE 8. P. 1641 -1660 38 93% 20
6 HYVARINEN, A , OJA, E , (2000) INDEPENDENT COMPONENT ANALYSIS: ALGORITHMS AND APPLICATIONS.NEURAL NETWORKS. VOL. 13. ISSUE 4-5. P. 411 -430 18 69% 2724
7 YE, JM , ZHU, XL , ZHANG, XD , (2006) GENERALIZED CONTRAST FUNCTION AND STABILITY ANALYSIS FOR OVERDETERMINED BLIND SEPARATION OF INSTANTANEOUS MIXTURES.NEURAL COMPUTATION. VOL. 18. ISSUE 3. P. 709 -728 31 100% 1
8 KLEINSTEUBER, M , SHEN, H , (2013) UNIQUENESS ANALYSIS OF NON-UNITARY MATRIX JOINT DIAGONALIZATION.IEEE TRANSACTIONS ON SIGNAL PROCESSING. VOL. 61. ISSUE 7. P. 1786 -1796 30 83% 5
9 MEI, TM , YIN, FL , WANG, J , (2009) BLIND SOURCE SEPARATION BASED ON CUMULANTS WITH TIME AND FREQUENCY NON-PROPERTIES.IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING. VOL. 17. ISSUE 6. P. 1099 -1108 28 100% 5
10 SHI, ZW , ZHANG, HJ , JIANG, ZG , (2012) HYBRID LINEAR AND NONLINEAR COMPLEXITY PURSUIT FOR BLIND SOURCE SEPARATION.JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS. VOL. 236. ISSUE 14. P. 3434 -3444 26 100% 2

Classes with closest relation at Level 1


Rank Class id link
1 33471 SECOND ORDER BLIND IDENTIFICATION//OUTPUT ONLY MODAL IDENTIFICATION//IDENTIFICATION MEASUREMENTS
2 5165 BLIND EQUALIZATION//CONSTANT MODULUS ALGORITHM//BLIND IDENTIFICATION
3 11742 OCULAR ARTIFACT//ARTIFACT REMOVAL//ELECTROOCULOGRAM EOG
4 16483 MINOR COMPONENT ANALYSIS MCA//SUBSPACE TRACKING//DETERMINISTIC DISCRETE TIME DDT SYSTEM
5 14553 NATURAL IMAGES//NETWORK-COMPUTATION IN NEURAL SYSTEMS//NATURAL SCENES
6 16697 NONNEGATIVE MATRIX FACTORIZATION//NONNEGATIVE MATRIX FACTORIZATION NMF//CONCEPT FACTORIZATION
7 34228 ARTIFICIAL NEURAL NETWORKS//HARMONY LEARNING//INTELLIGENT INFORMAT SYST
8 23850 HADAMARD MANIFOLD//RIEMANNIAN OPTIMIZATION//MONOTONE VECTOR FIELDS
9 3494 SPEECH ENHANCEMENT//VOICE ACTIVITY DETECTION//MICROPHONE ARRAY
10 37076 RUBBLIZATION//ADAPTIVE ACTIVATION FUNCTIONS//SPLINE NEURAL NETWORKS

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