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

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
307 3681 31.3 64%


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
26 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//PATTERN RECOGNITION//COMPUTER SCIENCE, SOFTWARE ENGINEERING 111824
442 2             COMPRESSED SENSING//IMAGE DENOISING//IMAGE RESTORATION 16202
307 1                   COMPRESSED SENSING//COMPRESSIVE SENSING//RESTRICTED ISOMETRY PROPERTY 3681

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 COMPRESSED SENSING authKW 4247429 26% 54% 953
2 COMPRESSIVE SENSING authKW 1965131 13% 50% 472
3 RESTRICTED ISOMETRY PROPERTY authKW 780099 3% 87% 108
4 COMPRESSED SENSING CS authKW 631800 3% 63% 120
5 SPARSE RECOVERY authKW 558465 3% 63% 107
6 BASIS PURSUIT authKW 486762 2% 68% 86
7 ORTHOGONAL MATCHING PURSUIT authKW 479154 2% 67% 86
8 DICTIONARY LEARNING authKW 445125 4% 33% 165
9 L1 MINIMIZATION authKW 435854 3% 54% 97
10 COMPRESSIVE SENSING CS authKW 406465 3% 51% 96

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 Engineering, Electrical & Electronic 38129 59% 0% 2170
2 Computer Science, Information Systems 10058 14% 0% 515
3 Imaging Science & Photographic Technology 4497 5% 0% 188
4 Computer Science, Artificial Intelligence 4456 10% 0% 353
5 Mathematics, Applied 3741 14% 0% 505
6 Telecommunications 3680 9% 0% 328
7 Computer Science, Software Engineering 1320 5% 0% 178
8 Remote Sensing 886 2% 0% 84
9 Physics, Mathematical 596 4% 0% 156
10 Computer Science, Hardware & Architecture 411 2% 0% 80

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 ZHEJIANG PROV SIGNAL PROC 41468 0% 100% 5
2 STATE HIGH PERFORMANCE COMPUTAT 33166 0% 50% 8
3 LEHRSTUHL MATH ANAL C 22113 0% 67% 4
4 IDCOM 22105 0% 33% 8
5 ELECT COMP ENGN 21521 17% 0% 637
6 EARLY WARNING GUIDANCE 18659 0% 75% 3
7 JOINT SIGNAL IMAGE PROC 18003 0% 12% 18
8 COGNIT RECONFIGURABLE EMBEDDED SYST CO 16587 0% 100% 2
9 INSA LYONINSERM U630 16587 0% 100% 2
10 SIGNAL INFORMAT PROC PROV SHANDONG 16587 0% 100% 2

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 IEEE TRANSACTIONS ON SIGNAL PROCESSING 149473 11% 4% 422
2 APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS 53057 2% 9% 75
3 IEEE TRANSACTIONS ON INFORMATION THEORY 50095 6% 3% 238
4 IEEE SIGNAL PROCESSING LETTERS 45258 4% 4% 153
5 IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING 37077 2% 7% 65
6 SIAM JOURNAL ON IMAGING SCIENCES 27014 1% 8% 43
7 SIGNAL PROCESSING 25376 4% 2% 141
8 IEEE TRANSACTIONS ON IMAGE PROCESSING 17794 3% 2% 109
9 IET SIGNAL PROCESSING 17641 1% 5% 40
10 IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS 11284 1% 7% 21

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 COMPRESSED SENSING 4247429 26% 54% 953 Search COMPRESSED+SENSING Search COMPRESSED+SENSING
2 COMPRESSIVE SENSING 1965131 13% 50% 472 Search COMPRESSIVE+SENSING Search COMPRESSIVE+SENSING
3 RESTRICTED ISOMETRY PROPERTY 780099 3% 87% 108 Search RESTRICTED+ISOMETRY+PROPERTY Search RESTRICTED+ISOMETRY+PROPERTY
4 COMPRESSED SENSING CS 631800 3% 63% 120 Search COMPRESSED+SENSING+CS Search COMPRESSED+SENSING+CS
5 SPARSE RECOVERY 558465 3% 63% 107 Search SPARSE+RECOVERY Search SPARSE+RECOVERY
6 BASIS PURSUIT 486762 2% 68% 86 Search BASIS+PURSUIT Search BASIS+PURSUIT
7 ORTHOGONAL MATCHING PURSUIT 479154 2% 67% 86 Search ORTHOGONAL+MATCHING+PURSUIT Search ORTHOGONAL+MATCHING+PURSUIT
8 DICTIONARY LEARNING 445125 4% 33% 165 Search DICTIONARY+LEARNING Search DICTIONARY+LEARNING
9 L1 MINIMIZATION 435854 3% 54% 97 Search L1+MINIMIZATION Search L1+MINIMIZATION
10 COMPRESSIVE SENSING CS 406465 3% 51% 96 Search COMPRESSIVE+SENSING+CS Search COMPRESSIVE+SENSING+CS

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 DUARTE, MF , ELDAR, YC , (2011) STRUCTURED COMPRESSED SENSING: FROM THEORY TO APPLICATIONS.IEEE TRANSACTIONS ON SIGNAL PROCESSING. VOL. 59. ISSUE 9. P. 4053 -4085 85 70% 282
2 HAYASHI, K , NAGAHARA, M , TANAKA, T , (2013) A USER'S GUIDE TO COMPRESSED SENSING FOR COMMUNICATIONS SYSTEMS.IEICE TRANSACTIONS ON COMMUNICATIONS. VOL. E96B. ISSUE 3. P. 685 -712 79 68% 41
3 TROPP, JA , WRIGHT, SJ , (2010) COMPUTATIONAL METHODS FOR SPARSE SOLUTION OF LINEAR INVERSE PROBLEMS.PROCEEDINGS OF THE IEEE. VOL. 98. ISSUE 6. P. 948-958 37 77% 372
4 VASWANI, N , ZHAN, JC , (2016) RECURSIVE RECOVERY OF SPARSE SIGNAL SEQUENCES FROM COMPRESSIVE MEASUREMENTS: A REVIEW.IEEE TRANSACTIONS ON SIGNAL PROCESSING. VOL. 64. ISSUE 13. P. 3523 -3549 56 75% 1
5 BRUCKSTEIN, AM , DONOHO, DL , ELAD, M , (2009) FROM SPARSE SOLUTIONS OF SYSTEMS OF EQUATIONS TO SPARSE MODELING OF SIGNALS AND IMAGES.SIAM REVIEW. VOL. 51. ISSUE 1. P. 34 -81 48 48% 709
6 ZHANG, Z , XU, Y , YANG, J , LI, XL , ZHANG, D , (2015) A SURVEY OF SPARSE REPRESENTATION: ALGORITHMS AND APPLICATIONS.IEEE ACCESS. VOL. 3. ISSUE . P. 490 -530 58 52% 31
7 ZHANG, BC , HONG, W , WU, YR , (2012) SPARSE MICROWAVE IMAGING: PRINCIPLES AND APPLICATIONS.SCIENCE CHINA-INFORMATION SCIENCES. VOL. 55. ISSUE 8. P. 1722 -1754 60 66% 37
8 GIRYES, R , (2016) SAMPLING IN THE ANALYSIS TRANSFORM DOMAIN.APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS. VOL. 40. ISSUE 1. P. 172 -185 43 96% 0
9 MASSA, A , ROCCA, P , OLIVERI, G , (2015) COMPRESSIVE SENSING IN ELECTROMAGNETICS-A REVIEW.IEEE ANTENNAS AND PROPAGATION MAGAZINE. VOL. 57. ISSUE 1. P. 224 -238 49 59% 22
10 DUARTE, MF , BARANIUK, RG , (2013) SPECTRAL COMPRESSIVE SENSING.APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS. VOL. 35. ISSUE 1. P. 111-129 35 78% 95

Classes with closest relation at Level 1


Rank Class id link
1 23956 FIRST ORDER METHODS//ITERATION COMPLEXITY//OPTIMAL METHODS
2 3308 LASSO//VARIABLE SELECTION//ORACLE PROPERTY
3 2836 TOTAL VARIATION//IMAGE RESTORATION//IMAGE DENOISING
4 25909 SPARSE PRINCIPAL COMPONENT ANALYSIS//PRINCIPAL VARIABLES//SPARSE PCA
5 6934 INVERSE SYNTHETIC APERTURE RADAR ISAR//MICRO DOPPLER//RADAR SIGNAL PROC
6 29572 WAVE PROBABILISTIC FUNCTIONS//CONTROL ENGN TELEMAT//QUANTUM INSPIRED EVOLUTIONARY ALGORITHM
7 17249 GHOST IMAGING//COLD ATOM PHYS CAS//THERMAL LIGHT
8 3387 PARALLEL IMAGING//MAGNETIC RESONANCE IN MEDICINE//GRAPPA
9 4655 IMAGE DENOISING//DENOISING//NON LOCAL MEANS
10 5852 SUPER RESOLUTION//IMAGE SUPER RESOLUTION//IMAGE INTERPOLATION

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