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

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
10632 1046 28.5 44%


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
83 2             COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE//INTERNATIONAL JOURNAL OF COMPUTER VISION 27200
10632 1                   GRAPH MATCHING//GRAPH EDIT DISTANCE//GRAPH CLASSIFICATION 1046

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 GRAPH MATCHING authKW 1676600 13% 42% 136
2 GRAPH EDIT DISTANCE authKW 872158 3% 85% 35
3 GRAPH CLASSIFICATION authKW 602241 3% 74% 28
4 INEXACT GRAPH MATCHING authKW 439073 2% 79% 19
5 GRAPH KERNEL authKW 363234 3% 44% 28
6 MAXIMUM COMMON SUBGRAPH authKW 243245 1% 56% 15
7 SUBGRAPH ISOMORPHISM authKW 212802 2% 30% 24
8 GRAPH SPECTRAL METHOD authKW 208501 1% 71% 10
9 GRAPH ISOMORPHISM authKW 191447 3% 20% 33
10 RELAXATION LABELING authKW 181859 2% 35% 18

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 Computer Science, Artificial Intelligence 76921 70% 0% 735
2 Computer Science, Theory & Methods 8605 25% 0% 264
3 Engineering, Electrical & Electronic 3931 37% 0% 384
4 Imaging Science & Photographic Technology 3662 9% 0% 89
5 Computer Science, Information Systems 1815 11% 0% 118
6 Computer Science, Software Engineering 1443 9% 0% 94
7 Computer Science, Cybernetics 930 3% 0% 30
8 Computer Science, Hardware & Architecture 159 2% 0% 26
9 Mathematics, Applied 117 6% 0% 58
10 Optics 65 5% 0% 50

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 INFORMAT ANGEW MATH 103282 2% 19% 19
2 ROBOT VIS GRP 80830 1% 46% 6
3 FR 5 8 58382 0% 100% 2
4 SHANGHAI MEDIA PROC TRANSMISS 58382 0% 100% 2
5 CEBSIT 38920 0% 67% 2
6 ENGN INFORMAT MATEMAT 34381 2% 6% 21
7 ARTEMIDOS EPIDAVROU 6 29191 0% 100% 1
8 BIOSCI SYST 29191 0% 100% 1
9 CANBERRA S ICT 29191 0% 100% 1
10 CHEM REREARCH 29191 0% 100% 1

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 PATTERN RECOGNITION 67725 12% 2% 126
2 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 52567 9% 2% 91
3 PATTERN RECOGNITION LETTERS 37384 8% 1% 86
4 IMAGE AND VISION COMPUTING 15495 4% 1% 37
5 INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE 12542 2% 2% 26
6 LECTURE NOTES IN COMPUTER SCIENCE 11009 18% 0% 184
7 COMPUTER VISION AND IMAGE UNDERSTANDING 10793 3% 1% 27
8 PATTERN ANALYSIS AND APPLICATIONS 6855 1% 2% 13
9 COMPUTER GRAPHICS AND IMAGE PROCESSING 5140 1% 3% 6
10 IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS 2147 1% 1% 10

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 GRAPH MATCHING 1676600 13% 42% 136 Search GRAPH+MATCHING Search GRAPH+MATCHING
2 GRAPH EDIT DISTANCE 872158 3% 85% 35 Search GRAPH+EDIT+DISTANCE Search GRAPH+EDIT+DISTANCE
3 GRAPH CLASSIFICATION 602241 3% 74% 28 Search GRAPH+CLASSIFICATION Search GRAPH+CLASSIFICATION
4 INEXACT GRAPH MATCHING 439073 2% 79% 19 Search INEXACT+GRAPH+MATCHING Search INEXACT+GRAPH+MATCHING
5 GRAPH KERNEL 363234 3% 44% 28 Search GRAPH+KERNEL Search GRAPH+KERNEL
6 MAXIMUM COMMON SUBGRAPH 243245 1% 56% 15 Search MAXIMUM+COMMON+SUBGRAPH Search MAXIMUM+COMMON+SUBGRAPH
7 SUBGRAPH ISOMORPHISM 212802 2% 30% 24 Search SUBGRAPH+ISOMORPHISM Search SUBGRAPH+ISOMORPHISM
8 GRAPH SPECTRAL METHOD 208501 1% 71% 10 Search GRAPH+SPECTRAL+METHOD Search GRAPH+SPECTRAL+METHOD
9 GRAPH ISOMORPHISM 191447 3% 20% 33 Search GRAPH+ISOMORPHISM Search GRAPH+ISOMORPHISM
10 RELAXATION LABELING 181859 2% 35% 18 Search RELAXATION+LABELING Search RELAXATION+LABELING

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 FOGGIA, P , PERCANNELLA, G , VENTO, M , (2014) GRAPH MATCHING AND LEARNING IN PATTERN RECOGNITION IN THE LAST 10 YEARS.INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE. VOL. 28. ISSUE 1. P. - 87 65% 40
2 HANCOCK, ER , WILSON, RC , (2012) PATTERN ANALYSIS WITH GRAPHS: PARALLEL WORK AT BERN AND YORK.PATTERN RECOGNITION LETTERS. VOL. 33. ISSUE 7. P. 833 -841 69 83% 11
3 BUNKE, H , RIESEN, K , (2012) TOWARDS THE UNIFICATION OF STRUCTURAL AND STATISTICAL PATTERN RECOGNITION.PATTERN RECOGNITION LETTERS. VOL. 33. ISSUE 7. P. 811 -825 57 79% 16
4 CONTE, D , FOGGIA, P , SANSONE, C , VENTO, M , (2004) THIRTY YEARS OF GRAPH MATCHING IN PATTERN RECOGNITION.INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE. VOL. 18. ISSUE 3. P. 265 -298 46 68% 445
5 CORTES, X , SERRATOSA, F , (2016) LEARNING GRAPH MATCHING SUBSTITUTION WEIGHTS BASED ON THE GROUND TRUTH NODE CORRESPONDENCE.INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE. VOL. 30. ISSUE 2. P. - 36 84% 0
6 VENTO, M , (2015) A LONG TRIP IN THE CHARMING WORLD OF GRAPHS FOR PATTERN RECOGNITION.PATTERN RECOGNITION. VOL. 48. ISSUE 2. P. 291 -301 25 100% 10
7 SERRATOSA, F , (2015) COMPUTATION OF GRAPH EDIT DISTANCE: REASONING ABOUT OPTIMALITY AND SPEED-UP.IMAGE AND VISION COMPUTING. VOL. 40. ISSUE . P. 38 -48 30 91% 3
8 SERRATOSA, F , (2014) FAST COMPUTATION OF BIPARTITE GRAPH MATCHING.PATTERN RECOGNITION LETTERS. VOL. 45. ISSUE . P. 244 -250 25 100% 8
9 FISCHER, A , SUEN, CY , FRINKEN, V , RIESEN, K , BUNKE, H , (2015) APPROXIMATION OF GRAPH EDIT DISTANCE BASED ON HAUSDORFF MATCHING.PATTERN RECOGNITION. VOL. 48. ISSUE 2. P. 331 -343 26 84% 8
10 SOLE-RIBALTA, A , SERRATOSA, F , (2013) GRADUATED ASSIGNMENT ALGORITHM FOR MULTIPLE GRAPH MATCHING BASED ON A COMMON LABELING.INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE. VOL. 27. ISSUE 1. P. - 26 96% 4

Classes with closest relation at Level 1


Rank Class id link
1 24233 MAXIMUM CLIQUE//MAXIMUM CLIQUE PROBLEM//CLIQUE RELAXATIONS
2 16957 GRAPHICS RECOGNITION//SYMBOL RECOGNITION//SKETCH RECOGNITION
3 8663 RANGE IMAGE//3D OBJECT RECOGNITION//3D REGISTRATION
4 19149 LONGEST COMMON SUBSEQUENCE//TREE EDIT DISTANCE//UNORDERED TREES
5 23639 GENERALIZED MAPS//COMBINATORIAL MAP//IRREGULAR PYRAMIDS
6 10087 POLYGONAL APPROXIMATION//CORNER DETECTION//DOMINANT POINTS
7 22675 SYMMETRY DETECTION//REFLECTIONAL SYMMETRY//CIRCULARITY MEASURE
8 25468 SUPERQUADRICS//REPRESENTATION LEVELS//CONCEPTUAL SPACES
9 1477 IMAGE MATCHING//SIFT//SCENE CLASSIFICATION
10 35708 TREE KERNELS//RATIONAL KERNELS//STRING KERNELS

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