Class information for:
Level 1: GRAPH MATCHING//GRAPH EDIT DISTANCE//GRAPH CLASSIFICATION

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
11015 1                   GRAPH MATCHING//GRAPH EDIT DISTANCE//GRAPH CLASSIFICATION 1043

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 GRAPH MATCHING authKW 1873844 14% 43% 145
2 GRAPH EDIT DISTANCE authKW 999084 4% 85% 39
3 GRAPH CLASSIFICATION authKW 691352 3% 74% 31
4 GRAPH KERNEL authKW 456980 3% 46% 33
5 INEXACT GRAPH MATCHING authKW 454490 2% 79% 19
6 SUBGRAPH ISOMORPHISM authKW 259109 3% 32% 27
7 MAXIMUM COMMON SUBGRAPH authKW 251786 1% 56% 15
8 RELAXATION LABELING authKW 232405 2% 38% 20
9 SUBGRAPH MATCHING authKW 207184 1% 57% 12
10 STRUCTURAL PATTERN RECOGNITION authKW 195776 2% 36% 18

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 77611 71% 0% 742
2 Computer Science, Theory & Methods 8080 24% 0% 255
3 Engineering, Electrical & Electronic 3559 35% 0% 368
4 Imaging Science & Photographic Technology 3455 8% 0% 87
5 Computer Science, Information Systems 2157 12% 0% 129
6 Computer Science, Software Engineering 1517 9% 0% 96
7 Computer Science, Cybernetics 919 3% 0% 30
8 Computer Science, Hardware & Architecture 173 3% 0% 27
9 Mathematics, Applied 123 6% 0% 59
10 Computer Science, Interdisciplinary Applications 76 3% 0% 31

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 INFORMAT ANGEW MATH 117311 2% 19% 20
2 ROBOT VIS GRP 83668 1% 46% 6
3 FR 5 8 60432 0% 100% 2
4 SHANGHAI MEDIA PROC TRANSMISS 60432 0% 100% 2
5 CEBSIT 40287 0% 67% 2
6 ENGN INFORMAT MATEMAT 34040 2% 5% 21
7 ARTEMIDOS EPIDAVROU 6 30216 0% 100% 1
8 BIOSCI SYST 30216 0% 100% 1
9 CANBERRA S ICT 30216 0% 100% 1
10 CHEM REREARCH 30216 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 PATTERN RECOGNITION 63862 12% 2% 122
2 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 49392 8% 2% 88
3 PATTERN RECOGNITION LETTERS 39426 8% 1% 88
4 IMAGE AND VISION COMPUTING 14830 3% 1% 36
5 INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE 14054 3% 2% 28
6 LECTURE NOTES IN COMPUTER SCIENCE 11026 17% 0% 181
7 PATTERN ANALYSIS AND APPLICATIONS 8952 1% 2% 15
8 COMPUTER VISION AND IMAGE UNDERSTANDING 7154 2% 1% 22
9 COMPUTER GRAPHICS AND IMAGE PROCESSING 5321 1% 3% 6
10 IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS 2692 1% 1% 11

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 GRAPH MATCHING 1873844 14% 43% 145 Search GRAPH+MATCHING Search GRAPH+MATCHING
2 GRAPH EDIT DISTANCE 999084 4% 85% 39 Search GRAPH+EDIT+DISTANCE Search GRAPH+EDIT+DISTANCE
3 GRAPH CLASSIFICATION 691352 3% 74% 31 Search GRAPH+CLASSIFICATION Search GRAPH+CLASSIFICATION
4 GRAPH KERNEL 456980 3% 46% 33 Search GRAPH+KERNEL Search GRAPH+KERNEL
5 INEXACT GRAPH MATCHING 454490 2% 79% 19 Search INEXACT+GRAPH+MATCHING Search INEXACT+GRAPH+MATCHING
6 SUBGRAPH ISOMORPHISM 259109 3% 32% 27 Search SUBGRAPH+ISOMORPHISM Search SUBGRAPH+ISOMORPHISM
7 MAXIMUM COMMON SUBGRAPH 251786 1% 56% 15 Search MAXIMUM+COMMON+SUBGRAPH Search MAXIMUM+COMMON+SUBGRAPH
8 RELAXATION LABELING 232405 2% 38% 20 Search RELAXATION+LABELING Search RELAXATION+LABELING
9 SUBGRAPH MATCHING 207184 1% 57% 12 Search SUBGRAPH+MATCHING Search SUBGRAPH+MATCHING
10 STRUCTURAL PATTERN RECOGNITION 195776 2% 36% 18 Search STRUCTURAL+PATTERN+RECOGNITION Search STRUCTURAL+PATTERN+RECOGNITION

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 21063 TREE EDIT DISTANCE//TREE MINING//UNORDERED TREES
2 25668 HAUSDORFF DISTANCE//MIGRANT PRINCIPLE//GEOMETRIC PATTERN MATCHING
3 31011 BIOINFORMAT TRANSLAT//GRAPH ENTROPY//QUANTITATIVE GRAPH THEORY
4 24538 MAXIMUM CLIQUE//CLIQUE RELAXATIONS//MAXIMUM CLIQUE PROBLEM
5 26011 COMBINATORIAL MAP//GENERALIZED MAPS//IRREGULAR PYRAMIDS
6 5878 POLYGONAL APPROXIMATION//CORNER DETECTION//DOMINANT POINTS
7 6179 POSE ESTIMATION//ASPECT GRAPHS//3D OBJECT RECOGNITION
8 17190 GRAPHICS RECOGNITION//SYMBOL RECOGNITION//SKETCH RECOGNITION
9 10056 3D REGISTRATION//RANGE IMAGE//POINT CLOUD REGISTRATION
10 26842 LEVERAGE SCORES//RANDOMIZED LINEAR ALGEBRA//STATISTICAL LEVERAGE

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