Class information for:
Level 1: COMPRESSED SENSING//RESTRICTED ISOMETRY PROPERTY//COMPRESSIVE SENSING

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
655 3126 30.6 62%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
446 15477 COMPRESSED SENSING//IEEE TRANSACTIONS ON IMAGE PROCESSING//IMAGE DENOISING

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 COMPRESSED SENSING Author keyword 352 35% 26% 814
2 RESTRICTED ISOMETRY PROPERTY Author keyword 100 69% 3% 86
3 COMPRESSIVE SENSING Author keyword 85 22% 11% 337
4 COMPRESSED SENSING CS Author keyword 77 54% 3% 98
5 SPARSE RECOVERY Author keyword 55 46% 3% 89
6 BASIS PURSUIT Author keyword 50 45% 3% 84
7 L1 MINIMIZATION Author keyword 43 39% 3% 87
8 ORTHOGONAL MATCHING PURSUIT Author keyword 38 41% 2% 72
9 COMPRESSIVE SENSING CS Author keyword 38 41% 2% 73
10 NUCLEAR NORM MINIMIZATION Author keyword 28 61% 1% 30

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 COMPRESSED SENSING 352 35% 26% 814 Search COMPRESSED+SENSING Search COMPRESSED+SENSING
2 RESTRICTED ISOMETRY PROPERTY 100 69% 3% 86 Search RESTRICTED+ISOMETRY+PROPERTY Search RESTRICTED+ISOMETRY+PROPERTY
3 COMPRESSIVE SENSING 85 22% 11% 337 Search COMPRESSIVE+SENSING Search COMPRESSIVE+SENSING
4 COMPRESSED SENSING CS 77 54% 3% 98 Search COMPRESSED+SENSING+CS Search COMPRESSED+SENSING+CS
5 SPARSE RECOVERY 55 46% 3% 89 Search SPARSE+RECOVERY Search SPARSE+RECOVERY
6 BASIS PURSUIT 50 45% 3% 84 Search BASIS+PURSUIT Search BASIS+PURSUIT
7 L1 MINIMIZATION 43 39% 3% 87 Search L1+MINIMIZATION Search L1+MINIMIZATION
8 ORTHOGONAL MATCHING PURSUIT 38 41% 2% 72 Search ORTHOGONAL+MATCHING+PURSUIT Search ORTHOGONAL+MATCHING+PURSUIT
9 COMPRESSIVE SENSING CS 38 41% 2% 73 Search COMPRESSIVE+SENSING+CS Search COMPRESSIVE+SENSING+CS
10 NUCLEAR NORM MINIMIZATION 28 61% 1% 30 Search NUCLEAR+NORM+MINIMIZATION Search NUCLEAR+NORM+MINIMIZATION

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 SIGNAL RECOVERY 297 43% 17% 524
2 RESTRICTED ISOMETRY PROPERTY 172 71% 4% 139
3 ORTHOGONAL MATCHING PURSUIT 126 59% 5% 143
4 SIGNAL RECONSTRUCTION 100 41% 6% 188
5 L1 MINIMIZATION 85 57% 3% 102
6 DICTIONARIES 73 28% 7% 226
7 UNCERTAINTY PRINCIPLES 68 44% 4% 119
8 RANDOM PROJECTIONS 46 45% 2% 77
9 ROBUST UNCERTAINTY PRINCIPLES 41 52% 2% 56
10 THRESHOLDING ALGORITHM 41 33% 3% 103

Journals

Reviews


Title Publ. year Cit. Active
references		 % act. ref.
to same field
From Sparse Solutions of Systems of Equations to Sparse Modeling of Signals and Images 2009 488 97 49%
Energy-Efficient Sensing in Wireless Sensor Networks Using Compressed Sensing 2014 4 31 55%
Sparse microwave imaging: Principles and applications 2012 16 91 68%
Surveying and comparing simultaneous sparse approximation (or group-lasso) algorithms 2011 35 43 53%
Compressed Sensing, Sparsity, and Dimensionality in Neuronal Information Processing and Data Analysis 2012 27 68 37%
Compressive Sensing Image Sensors-Hardware Implementation 2013 4 39 64%
Weighted SPICE: A unifying approach for hyperparameter-free sparse estimation 2014 1 28 64%
Multidimensional compressed sensing and their applications 2013 3 73 63%
Sparse representation based biomarker selection for schizophrenia with integrated analysis of fMRI and SNPs 2014 1 30 40%
Less is more: compressive sensing in optics and image science 2015 0 55 67%

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 JOINT SIGNAL IMAGE PROC 3 15% 0.7% 21
2 IDCOM 3 33% 0.3% 8
3 DUKE IMAGING SPECT PROGRAM 3 60% 0.1% 3
4 STATE HIGH PERFORMANCE COMPUTAT 3 42% 0.2% 5
5 ADV SENSING TECHNOL 2 67% 0.1% 2
6 BIOMED IMAGING GRP BIG 2 67% 0.1% 2
7 MINIST EDUC INFORMAT MATH BEHAV 2 67% 0.1% 2
8 NUMER HARMON ANAL GRP 2 27% 0.2% 7
9 BIOIMAGING SIGNAL PROC 2 40% 0.1% 4
10 IMAGES SIGNALS 2 26% 0.2% 6

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000105988 LASSO//ORACLE PROPERTY//VARIABLE SELECTION
2 0.0000096591 TOTAL VARIATION//IMAGE DENOISING//IMAGE INPAINTING
3 0.0000069149 DIGITAL STAINING//CODED APERTURE SECTOR MASS SPECTROMETRY//MEDICAL HYPERSPECTRAL IMAGING
4 0.0000065476 INVERSE SYNTHETIC APERTURE RADAR ISAR//RADAR SIGNAL PROC//MICRO DOPPLER M D
5 0.0000060987 LOGARITHMIC QUADRATIC PROXIMAL METHOD//PROXIMAL POINT METHODS//HEAVY BALL WITH FRICTION
6 0.0000060645 SHEARLETS//IMAGE DENOISING//ANALYSIS OF SINGULARITIES
7 0.0000050500 LEVEL CROSSING SAMPLING//CHANNEL IDENTIFICATION MACHINES//TIME ENCODING MACHINES
8 0.0000049348 SUPER RESOLUTION//SUPER RESOLUTION SR//FACE HALLUCINATION
9 0.0000044921 QUASI GREEDY BASIS//BEST M TERM APPROXIMATION//GREEDY BASES
10 0.0000042805 ADAPTIVE NETWORKS//DIFFUSION ADAPTATION//DISTRIBUTED ESTIMATION