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

Basic class information
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
12 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, INFORMATION SYSTEMS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE 1181119
37 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//PATTERN RECOGNITION//IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 110459
177 2             COMPRESSED SENSING//IMAGE DENOISING//IMAGE RESTORATION 21383
476 1                   COMPRESSED SENSING//COMPRESSIVE SENSING//RESTRICTED ISOMETRY PROPERTY 3431

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 COMPRESSED SENSING authKW 4538269 29% 50% 992
2 COMPRESSIVE SENSING authKW 2169086 15% 46% 510
3 RESTRICTED ISOMETRY PROPERTY authKW 904425 3% 84% 117
4 COMPRESSED SENSING CS authKW 704188 4% 59% 129
5 SPARSE RECOVERY authKW 663469 4% 59% 122
6 ORTHOGONAL MATCHING PURSUIT authKW 499195 3% 60% 90
7 BASIS PURSUIT authKW 452993 2% 61% 81
8 L1 MINIMIZATION authKW 440788 3% 51% 95
9 SPARSE SIGNAL RECOVERY authKW 394655 2% 73% 59
10 COMPRESSIVE SENSING CS authKW 370057 3% 44% 92

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Engineering, Electrical & Electronic 37423 61% 0% 2082
2 Computer Science, Information Systems 11231 15% 0% 528
3 Telecommunications 5618 11% 0% 390
4 Imaging Science & Photographic Technology 3284 5% 0% 157
5 Mathematics, Applied 3148 13% 0% 450
6 Computer Science, Artificial Intelligence 1401 6% 0% 202
7 Computer Science, Software Engineering 1152 5% 0% 161
8 Remote Sensing 583 2% 0% 68
9 Physics, Mathematical 535 4% 0% 143
10 Computer Science, Hardware & Architecture 411 2% 0% 77

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 ZHEJIANG PROV SIGNAL PROC 45920 0% 100% 5
2 STATE HIGH PERFORMANCE COMPUTAT 43723 0% 48% 10
3 LEHRSTUHL MATH ANAL C 32797 0% 71% 5
4 INFORMAT INFERENCE SYST 19128 0% 42% 5
5 SIGNAL INFORMAT PROC PROV SHANDONG 18368 0% 100% 2
6 ELECT COMP ENGN 17010 16% 0% 555
7 OPERA WIRELESS COMMUN GRP 16529 0% 60% 3
8 JOINT SIGNAL IMAGE PROC 15751 0% 11% 16
9 SCI TECHNOL MICROWAVE IMAGING 15167 0% 18% 9
10 HISILICON 13354 0% 36% 4

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 IEEE TRANSACTIONS ON SIGNAL PROCESSING 144234 12% 4% 400
2 APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS 52186 2% 8% 72
3 IEEE TRANSACTIONS ON INFORMATION THEORY 51739 7% 2% 233
4 IEEE SIGNAL PROCESSING LETTERS 46615 4% 3% 153
5 SIGNAL PROCESSING 28129 4% 2% 143
6 IET SIGNAL PROCESSING 26236 1% 6% 50
7 SIAM JOURNAL ON IMAGING SCIENCES 18748 1% 6% 35
8 IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING 15252 1% 4% 41
9 IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS 13799 1% 7% 23
10 EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING 9771 1% 2% 49

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 COMPRESSED SENSING 4538269 29% 50% 992 Search COMPRESSED+SENSING Search COMPRESSED+SENSING
2 COMPRESSIVE SENSING 2169086 15% 46% 510 Search COMPRESSIVE+SENSING Search COMPRESSIVE+SENSING
3 RESTRICTED ISOMETRY PROPERTY 904425 3% 84% 117 Search RESTRICTED+ISOMETRY+PROPERTY Search RESTRICTED+ISOMETRY+PROPERTY
4 COMPRESSED SENSING CS 704188 4% 59% 129 Search COMPRESSED+SENSING+CS Search COMPRESSED+SENSING+CS
5 SPARSE RECOVERY 663469 4% 59% 122 Search SPARSE+RECOVERY Search SPARSE+RECOVERY
6 ORTHOGONAL MATCHING PURSUIT 499195 3% 60% 90 Search ORTHOGONAL+MATCHING+PURSUIT Search ORTHOGONAL+MATCHING+PURSUIT
7 BASIS PURSUIT 452993 2% 61% 81 Search BASIS+PURSUIT Search BASIS+PURSUIT
8 L1 MINIMIZATION 440788 3% 51% 95 Search L1+MINIMIZATION Search L1+MINIMIZATION
9 SPARSE SIGNAL RECOVERY 394655 2% 73% 59 Search SPARSE+SIGNAL+RECOVERY Search SPARSE+SIGNAL+RECOVERY
10 COMPRESSIVE SENSING CS 370057 3% 44% 92 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.

Classes with closest relation at Level 1


rank cluster_id2 link
1 19508 DICTIONARY LEARNING//RAIN REMOVAL//SPARSE REPRESENTATION
2 12278 MATRIX COMPLETION//SUBSPACE CLUSTERING//NON RIGID STRUCTURE FROM MOTION
3 2752 LASSO//VARIABLE SELECTION//ORACLE PROPERTY
4 1959 TOTAL VARIATION//IMAGE DENOISING//IMAGE RESTORATION
5 4804 INVERSE SYNTHETIC APERTURE RADAR ISAR//MICRO DOPPLER//RADAR SIGNAL PROC
6 20065 IMAGING SPECTROMETER//HYPERSPECTRAL IMAGING//DYSON
7 8878 MONOTONE INCLUSION//PROXIMAL POINT METHOD//PROXIMAL POINT ALGORITHM
8 26842 LEVERAGE SCORES//RANDOMIZED LINEAR ALGEBRA//STATISTICAL LEVERAGE
9 28651 NFFT//SPARSE FOURIER RECONSTRUCTION//NONUNIFORM FAST FOURIER TRANSFORM
10 11255 AVERAGE SAMPLING//SAMPLING THEOREM//GENERALIZED SAMPLING

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