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

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
1642 2475 24.0 52%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
2553 3272 BLIND SOURCE SEPARATION//BLIND SOURCE SEPARATION BSS//INDEPENDENT COMPONENT ANALYSIS

Terms with highest relevance score


Rank Term Type of term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 BLIND SOURCE SEPARATION Author keyword 205 34% 20% 490
2 BLIND SOURCE SEPARATION BSS Author keyword 109 47% 7% 173
3 INDEPENDENT COMPONENT ANALYSIS Author keyword 86 17% 18% 455
4 CONVOLUTIVE MIXTURES Author keyword 59 69% 2% 50
5 INDEPENDENT COMPONENT ANALYSIS ICA Author keyword 47 22% 8% 187
6 CONVOLUTIVE MIXTURE Author keyword 40 59% 2% 44
7 BRAIN STYLE INFORMAT SYST GRP Address 31 92% 0% 12
8 BLIND SOURCE EXTRACTION BSE Author keyword 31 82% 1% 18
9 JOINT DIAGONALIZATION Author keyword 22 41% 2% 43
10 BLIND SIGNAL SEPARATION Author keyword 19 31% 2% 51

Web of Science journal categories

Author Key Words


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class		 LCSH search Wikipedia search
1 BLIND SOURCE SEPARATION 205 34% 20% 490 Search BLIND+SOURCE+SEPARATION Search BLIND+SOURCE+SEPARATION
2 BLIND SOURCE SEPARATION BSS 109 47% 7% 173 Search BLIND+SOURCE+SEPARATION+BSS Search BLIND+SOURCE+SEPARATION+BSS
3 INDEPENDENT COMPONENT ANALYSIS 86 17% 18% 455 Search INDEPENDENT+COMPONENT+ANALYSIS Search INDEPENDENT+COMPONENT+ANALYSIS
4 CONVOLUTIVE MIXTURES 59 69% 2% 50 Search CONVOLUTIVE+MIXTURES Search CONVOLUTIVE+MIXTURES
5 INDEPENDENT COMPONENT ANALYSIS ICA 47 22% 8% 187 Search INDEPENDENT+COMPONENT+ANALYSIS+ICA Search INDEPENDENT+COMPONENT+ANALYSIS+ICA
6 CONVOLUTIVE MIXTURE 40 59% 2% 44 Search CONVOLUTIVE+MIXTURE Search CONVOLUTIVE+MIXTURE
7 BLIND SOURCE EXTRACTION BSE 31 82% 1% 18 Search BLIND+SOURCE+EXTRACTION+BSE Search BLIND+SOURCE+EXTRACTION+BSE
8 JOINT DIAGONALIZATION 22 41% 2% 43 Search JOINT+DIAGONALIZATION Search JOINT+DIAGONALIZATION
9 BLIND SIGNAL SEPARATION 19 31% 2% 51 Search BLIND+SIGNAL+SEPARATION Search BLIND+SIGNAL+SEPARATION
10 UNDERDETERMINED MIXTURES 15 59% 1% 17 Search UNDERDETERMINED+MIXTURES Search UNDERDETERMINED+MIXTURES

Key Words Plus


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 BLIND SOURCE SEPARATION 127 33% 13% 320
2 INDEPENDENT COMPONENT ANALYSIS 93 13% 27% 661
3 SIGNAL SEPARATION 83 53% 4% 109
4 BLIND SEPARATION 66 23% 10% 256
5 ADAPTIVE SOURCE SEPARATION 49 79% 1% 31
6 CONVOLUTIVE MIXTURES 38 54% 2% 49
7 SOURCE SEPARATION 35 24% 5% 130
8 ICA 35 25% 5% 119
9 INSTANTANEOUS MIXTURE 26 100% 0% 11
10 BLIND SIGNAL SEPARATION 25 46% 2% 41

Journals

Reviews


Title Publ. year Cit. Active
references		 % act. ref.
to same field
Independent component analysis for biomedical signals 2005 117 20 60%
Survey of sparse and non-sparse methods in source separation 2005 68 31 74%
Independent component analysis: recent advances 2013 10 52 42%
The cocktail party problem 2005 87 45 38%
On the blind source separation of human electroencephalogram by approximate joint diagonalization of second order statistics 2008 26 76 53%
Independent component analysis: an introduction 2002 89 6 50%
A review of independent component analysis application to microarray gene expression data 2008 27 32 44%
A general framework for second-order blind separation of stationary colored sources 2008 6 16 88%
Adaptive blind signal processing - Neural network approaches 1998 202 42 69%
ICA papers classified according to their applications and performances 2003 13 96 80%

Address terms


Rank Address term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 BRAIN STYLE INFORMAT SYST GRP 31 92% 0.5% 12
2 NEURAL NETWORKS 12 26% 1.6% 39
3 OPEN INFORMAT SYST 7 56% 0.4% 9
4 ADV BRAIN SIGNAL PROC 7 18% 1.4% 34
5 LASER ATOM DEV 6 44% 0.4% 11
6 MODELING COMPUTAT 6 71% 0.2% 5
7 NEURAL NETWORKS AD T SYST GRP 5 55% 0.2% 6
8 AREA TEORIA SENAL 4 75% 0.1% 3
9 BLIND SOURCE SEPARAT GRP 4 75% 0.1% 3
10 KAZUNORI YAMAGUCHI MEGURO KU 4 75% 0.1% 3

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000148337 NONNEGATIVE MATRIX FACTORIZATION//NONNEGATIVE RANK//NON NEGATIVE MATRIX FACTORIZATION
2 0.0000120686 BLIND EQUALIZATION//BLIND CHANNEL ESTIMATION//BLIND CHANNEL IDENTIFICATION
3 0.0000108896 MINOR COMPONENT ANALYSIS MCA//DETERMINISTIC DISCRETE TIME DDT SYSTEM//SUBSPACE TRACKING
4 0.0000102252 OCULAR ARTIFACT//OCULAR ARTIFACTS//ARTIFACT REMOVAL
5 0.0000090051 DEEP LEARNING//HIERARCHICAL FEATURE LEARNING//RESTRICTED BOLTZMANN MACHINES
6 0.0000075581 SPEECH ENHANCEMENT//IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING//VOICE ACTIVITY DETECTION
7 0.0000066782 COMPLEX VALUED NEURAL NETWORKS//IMPROPER COMPLEX RANDOM VECTOR//IMPROPERNESS
8 0.0000065840 ARTIFICIAL NEURAL NETWORKS//INTELLIGENT INFORMAT SYST//INTELLIGENT PROC
9 0.0000061324 KATEDRA ELEKTROTECH ELEKT//WYDZIAL INZYNIERII ELEKT KOMPUTEROWEJ//SCATTERED CURRENT
10 0.0000057270 CANDECOMP//NONNEGATIVE TENSOR//HEIJMANS PSYCHOL