Class information for:
Level 2: 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
2553 3272 24.8 51%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 3)


ID, lev.
above		 Publications Label for level above
43 98064 TELECOMMUNICATIONS//IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS//IEEE TRANSACTIONS ON COMMUNICATIONS

Classes in level below (level 1)


ID, lev. below Publications Label for level below
1642 2475 BLIND SOURCE SEPARATION//BLIND SOURCE SEPARATION BSS//INDEPENDENT COMPONENT ANALYSIS
17144 551 NONNEGATIVE MATRIX FACTORIZATION//NONNEGATIVE RANK//NON NEGATIVE MATRIX FACTORIZATION
27235 192 GOLDEN HORN//GOLDEN HORN ESTUARY//SATELLITE COMMUN REMOTE SENSING
35057 54 ARTIFICIAL NEURAL NETWORKS//INTELLIGENT INFORMAT SYST//INTELLIGENT PROC

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 215 35% 15% 500
2 BLIND SOURCE SEPARATION BSS Author keyword 115 48% 5% 177
3 INDEPENDENT COMPONENT ANALYSIS Author keyword 89 18% 14% 461
4 CONVOLUTIVE MIXTURES Author keyword 59 69% 2% 50
5 INDEPENDENT COMPONENT ANALYSIS ICA Author keyword 47 22% 6% 187
6 NONNEGATIVE MATRIX FACTORIZATION Author keyword 47 32% 4% 122
7 CONVOLUTIVE MIXTURE Author keyword 40 59% 1% 44
8 BRAIN STYLE INFORMAT SYST GRP Address 31 92% 0% 12
9 BLIND SOURCE EXTRACTION BSE Author keyword 31 82% 1% 18
10 JOINT DIAGONALIZATION Author keyword 22 41% 1% 43

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 215 35% 15% 500 Search BLIND+SOURCE+SEPARATION Search BLIND+SOURCE+SEPARATION
2 BLIND SOURCE SEPARATION BSS 115 48% 5% 177 Search BLIND+SOURCE+SEPARATION+BSS Search BLIND+SOURCE+SEPARATION+BSS
3 INDEPENDENT COMPONENT ANALYSIS 89 18% 14% 461 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% 6% 187 Search INDEPENDENT+COMPONENT+ANALYSIS+ICA Search INDEPENDENT+COMPONENT+ANALYSIS+ICA
6 NONNEGATIVE MATRIX FACTORIZATION 47 32% 4% 122 Search NONNEGATIVE+MATRIX+FACTORIZATION Search NONNEGATIVE+MATRIX+FACTORIZATION
7 CONVOLUTIVE MIXTURE 40 59% 1% 44 Search CONVOLUTIVE+MIXTURE Search CONVOLUTIVE+MIXTURE
8 BLIND SOURCE EXTRACTION BSE 31 82% 1% 18 Search BLIND+SOURCE+EXTRACTION+BSE Search BLIND+SOURCE+EXTRACTION+BSE
9 JOINT DIAGONALIZATION 22 41% 1% 43 Search JOINT+DIAGONALIZATION Search JOINT+DIAGONALIZATION
10 BLIND SIGNAL SEPARATION 19 31% 2% 52 Search BLIND+SIGNAL+SEPARATION Search BLIND+SIGNAL+SEPARATION

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 133 33% 10% 327
2 INDEPENDENT COMPONENT ANALYSIS 101 14% 21% 686
3 SIGNAL SEPARATION 83 53% 3% 109
4 BLIND SEPARATION 68 23% 8% 260
5 ADAPTIVE SOURCE SEPARATION 49 79% 1% 31
6 SOURCE SEPARATION 38 25% 4% 135
7 CONVOLUTIVE MIXTURES 38 54% 1% 49
8 ICA 35 25% 4% 119
9 BLIND SIGNAL SEPARATION 30 49% 1% 44
10 INSTANTANEOUS MIXTURE 26 100% 0% 11

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 77%
Nonnegative Matrix Factorization: An Analytical and Interpretive Tool in Computational Biology 2008 59 34 59%
Independent component analysis: recent advances 2013 10 52 46%
The cocktail party problem 2005 87 45 38%
Independent component analysis: an introduction 2002 89 6 50%
A review of independent component analysis application to microarray gene expression data 2008 27 32 59%
On the blind source separation of human electroencephalogram by approximate joint diagonalization of second order statistics 2008 26 76 54%
Blind source separation methods for deconvolution cancer biology 2013 3 26 54%
Adaptive blind signal processing - Neural network approaches 1998 202 42 69%

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% 0.4% 12
2 ADV BRAIN SIGNAL PROC 17 28% 1.6% 52
3 NEURAL NETWORKS 14 28% 1.3% 43
4 ARTIFICIAL NEURAL NETWORKS 11 65% 0.3% 11
5 LASER ATOM DEV 8 48% 0.4% 12
6 OPEN INFORMAT SYST 7 56% 0.3% 9
7 MODELING COMPUTAT 6 71% 0.2% 5
8 NEURAL NETWORKS AD T SYST GRP 5 55% 0.2% 6
9 INTELLIGENT INFORMAT SYST 4 28% 0.4% 13
10 AREA TEORIA SENAL 4 75% 0.1% 3

Related classes at same level (level 2)


Rank Relatedness score Related classes
1 0.0000019546 SPEECH COMMUNICATION//IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING//IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING
2 0.0000018883 DIRECTION OF ARRIVAL ESTIMATION//ARRAY SIGNAL PROCESSING//DIRECTION OF ARRIVAL DOA ESTIMATION
3 0.0000014502 FACE RECOGNITION//BIOMETRICS//BIOMETR ENGN
4 0.0000014308 CANDECOMP//NONNEGATIVE TENSOR//HEIJMANS PSYCHOL
5 0.0000013544 NEURAL NETWORKS//IEEE TRANSACTIONS ON NEURAL NETWORKS//EXTREME LEARNING MACHINE
6 0.0000012745 MECHANICAL SYSTEMS AND SIGNAL PROCESSING//INSTANTANEOUS FREQUENCY//EMPIRICAL MODE DECOMPOSITION
7 0.0000011181 BRAIN COMPUTER INTERFACE BCI//P300//BRAIN COMPUTER INTERFACE
8 0.0000011057 ARTERIAL SPIN LABELING//BOLD//RESTING STATE
9 0.0000009476 COMPRESSED SENSING//IEEE TRANSACTIONS ON IMAGE PROCESSING//IMAGE DENOISING
10 0.0000008907 COMPUTER MUSIC JOURNAL//JOURNAL OF THE AUDIO ENGINEERING SOCIETY//JOURNAL OF NEW MUSIC RESEARCH