Class information for:
Level 1: MATRIX COMPLETION//SUBSPACE CLUSTERING//NON RIGID STRUCTURE FROM MOTION

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
178 2             COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE//INTERNATIONAL JOURNAL OF COMPUTER VISION 21303
12278 1                   MATRIX COMPLETION//SUBSPACE CLUSTERING//NON RIGID STRUCTURE FROM MOTION 948

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 MATRIX COMPLETION authKW 867548 9% 30% 87
2 SUBSPACE CLUSTERING authKW 594650 6% 33% 54
3 NON RIGID STRUCTURE FROM MOTION authKW 538550 2% 90% 18
4 STRUCTURE FROM MOTION authKW 485380 10% 15% 96
5 LOW RANK REPRESENTATION authKW 387801 4% 33% 35
6 SUBSPACE SEGMENTATION authKW 361985 1% 78% 14
7 PROJECTIVE RECONSTRUCTION authKW 354577 3% 44% 24
8 NUCLEAR NORM MINIMIZATION authKW 241750 2% 36% 20
9 NUCLEAR NORM authKW 238787 3% 29% 25
10 TRIFOCAL TENSOR authKW 233731 2% 47% 15

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 41539 55% 0% 519
2 Engineering, Electrical & Electronic 3890 38% 0% 364
3 Computer Science, Software Engineering 2509 12% 0% 116
4 Computer Science, Theory & Methods 2165 14% 0% 129
5 Computer Science, Information Systems 1143 10% 0% 91
6 Imaging Science & Photographic Technology 543 4% 0% 34
7 Computer Science, Cybernetics 486 2% 0% 21
8 Mathematics, Applied 435 10% 0% 92
9 Statistics & Probability 413 6% 0% 53
10 Automation & Control Systems 222 4% 0% 34

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 HIGHER EDUC ENGN SCI COMP SHANXI PROV 92340 1% 56% 5
2 COORDINATED SCI 145 66488 0% 100% 2
3 DSP SOLUT DEV 66488 0% 100% 2
4 COOPERAT MEDIANET INNOVAT 59825 1% 20% 9
5 ALCOV ISIT CNRS 33244 0% 100% 1
6 BC IC CV 310 33244 0% 100% 1
7 BRAINLIKE COMP MACHINE INTELLIGENCE 33244 0% 100% 1
8 CIENCIES COMPUTATCIO 33244 0% 100% 1
9 CITS LA SALLE 33244 0% 100% 1
10 CITS SALLE 33244 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 INTERNATIONAL JOURNAL OF COMPUTER VISION 111756 8% 4% 79
2 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 41599 8% 2% 77
3 COMPUTER VISION AND IMAGE UNDERSTANDING 23550 4% 2% 38
4 JOURNAL OF MATHEMATICAL IMAGING AND VISION 16483 2% 2% 23
5 JOURNAL OF MACHINE LEARNING RESEARCH 11700 3% 1% 24
6 IMAGE AND VISION COMPUTING 5537 2% 1% 21
7 IEEE TRANSACTIONS ON IMAGE PROCESSING 5365 3% 1% 31
8 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 5283 1% 1% 14
9 ELECTRONIC JOURNAL OF STATISTICS 4423 1% 1% 11
10 IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING 3282 1% 1% 10

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 MATRIX COMPLETION 867548 9% 30% 87 Search MATRIX+COMPLETION Search MATRIX+COMPLETION
2 SUBSPACE CLUSTERING 594650 6% 33% 54 Search SUBSPACE+CLUSTERING Search SUBSPACE+CLUSTERING
3 NON RIGID STRUCTURE FROM MOTION 538550 2% 90% 18 Search NON+RIGID+STRUCTURE+FROM+MOTION Search NON+RIGID+STRUCTURE+FROM+MOTION
4 STRUCTURE FROM MOTION 485380 10% 15% 96 Search STRUCTURE+FROM+MOTION Search STRUCTURE+FROM+MOTION
5 LOW RANK REPRESENTATION 387801 4% 33% 35 Search LOW+RANK+REPRESENTATION Search LOW+RANK+REPRESENTATION
6 SUBSPACE SEGMENTATION 361985 1% 78% 14 Search SUBSPACE+SEGMENTATION Search SUBSPACE+SEGMENTATION
7 PROJECTIVE RECONSTRUCTION 354577 3% 44% 24 Search PROJECTIVE+RECONSTRUCTION Search PROJECTIVE+RECONSTRUCTION
8 NUCLEAR NORM MINIMIZATION 241750 2% 36% 20 Search NUCLEAR+NORM+MINIMIZATION Search NUCLEAR+NORM+MINIMIZATION
9 NUCLEAR NORM 238787 3% 29% 25 Search NUCLEAR+NORM Search NUCLEAR+NORM
10 TRIFOCAL TENSOR 233731 2% 47% 15 Search TRIFOCAL+TENSOR Search TRIFOCAL+TENSOR

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 26842 LEVERAGE SCORES//RANDOMIZED LINEAR ALGEBRA//STATISTICAL LEVERAGE
2 3889 OPTICAL FLOW//MOTION ESTIMATION//INTERNATIONAL JOURNAL OF COMPUTER VISION
3 5186 CAMERA CALIBRATION//LENS DISTORTION//RADIAL DISTORTION
4 476 COMPRESSED SENSING//COMPRESSIVE SENSING//RESTRICTED ISOMETRY PROPERTY
5 19713 SHAPE FROM SILHOUETTE//VISUAL HULL//VOLUME INTERSECTION
6 24525 HADAMARD MANIFOLD//RIEMANNIAN OPTIMIZATION//MONOTONE VECTOR FIELDS
7 19508 DICTIONARY LEARNING//RAIN REMOVAL//SPARSE REPRESENTATION
8 1465 IMAGE MATCHING//SIFT//APPROXIMATE NEAREST NEIGHBOR SEARCH
9 6179 POSE ESTIMATION//ASPECT GRAPHS//3D OBJECT RECOGNITION
10 2290 DIMENSIONALITY REDUCTION//MANIFOLD LEARNING//FACE RECOGNITION

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