Class information for:
Level 1: CONTENT BASED IMAGE RETRIEVAL//IMAGE RETRIEVAL//RELEVANCE FEEDBACK

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
1186 2798 31.2 41%


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
496 2             CONTENT BASED IMAGE RETRIEVAL//OBJECT TRACKING//ACTION RECOGNITION 15372
1186 1                   CONTENT BASED IMAGE RETRIEVAL//IMAGE RETRIEVAL//RELEVANCE FEEDBACK 2798

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 CONTENT BASED IMAGE RETRIEVAL authKW 2297272 12% 61% 344
2 IMAGE RETRIEVAL authKW 1859261 14% 44% 391
3 RELEVANCE FEEDBACK authKW 1382311 8% 58% 220
4 IMAGE ANNOTATION authKW 779191 4% 59% 121
5 IMAGE DATABASE authKW 643412 5% 44% 135
6 CONTENT BASED IMAGE RETRIEVAL CBIR authKW 531958 3% 62% 79
7 CBIR authKW 415533 2% 55% 69
8 AUTOMATIC IMAGE ANNOTATION authKW 356277 1% 82% 40
9 SIMILARITY RETRIEVAL authKW 252801 1% 70% 33
10 2D STRING authKW 243554 1% 89% 25

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 77273 43% 1% 1212
2 Computer Science, Information Systems 66984 40% 1% 1123
3 Computer Science, Software Engineering 40512 28% 0% 782
4 Computer Science, Theory & Methods 28689 28% 0% 786
5 Engineering, Electrical & Electronic 11941 39% 0% 1089
6 Imaging Science & Photographic Technology 2944 5% 0% 133
7 Telecommunications 1506 7% 0% 188
8 Computer Science, Hardware & Architecture 1252 4% 0% 113
9 Medical Informatics 565 2% 0% 53
10 Information Science & Library Science 474 2% 0% 64

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 INTELLIGENT SYST AMSTERDAM 49832 1% 24% 19
2 SERV MED INFORMAT 29087 0% 33% 8
3 RECOD 26770 0% 27% 9
4 IMAGE DATA 24937 0% 57% 4
5 INTERACT SENSORY SYST 21823 0% 100% 2
6 PROJET IMEDIA 21823 0% 100% 2
7 SCI IMAGE MED PHYS 21823 0% 100% 2
8 US LIB MED 21376 0% 28% 7
9 COMP SCI 19538 19% 0% 528
10 IST TECNOL INFORMAT MULTIMEDIALI 17042 0% 31% 5

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 MULTIMEDIA TOOLS AND APPLICATIONS 120738 7% 6% 194
2 IEEE TRANSACTIONS ON MULTIMEDIA 69978 4% 6% 113
3 MULTIMEDIA SYSTEMS 61614 2% 9% 64
4 PATTERN RECOGNITION 37165 5% 2% 153
5 JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION 34546 3% 4% 71
6 JOURNAL OF VISUAL LANGUAGES AND COMPUTING 20561 1% 5% 35
7 ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS 18320 1% 6% 27
8 IEEE MULTIMEDIA 16673 1% 5% 30
9 LECTURE NOTES IN COMPUTER SCIENCE 15832 13% 0% 363
10 COMPUTER VISION AND IMAGE UNDERSTANDING 14937 2% 3% 52

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 CONTENT BASED IMAGE RETRIEVAL 2297272 12% 61% 344 Search CONTENT+BASED+IMAGE+RETRIEVAL Search CONTENT+BASED+IMAGE+RETRIEVAL
2 IMAGE RETRIEVAL 1859261 14% 44% 391 Search IMAGE+RETRIEVAL Search IMAGE+RETRIEVAL
3 RELEVANCE FEEDBACK 1382311 8% 58% 220 Search RELEVANCE+FEEDBACK Search RELEVANCE+FEEDBACK
4 IMAGE ANNOTATION 779191 4% 59% 121 Search IMAGE+ANNOTATION Search IMAGE+ANNOTATION
5 IMAGE DATABASE 643412 5% 44% 135 Search IMAGE+DATABASE Search IMAGE+DATABASE
6 CONTENT BASED IMAGE RETRIEVAL CBIR 531958 3% 62% 79 Search CONTENT+BASED+IMAGE+RETRIEVAL+CBIR Search CONTENT+BASED+IMAGE+RETRIEVAL+CBIR
7 CBIR 415533 2% 55% 69 Search CBIR Search CBIR
8 AUTOMATIC IMAGE ANNOTATION 356277 1% 82% 40 Search AUTOMATIC+IMAGE+ANNOTATION Search AUTOMATIC+IMAGE+ANNOTATION
9 SIMILARITY RETRIEVAL 252801 1% 70% 33 Search SIMILARITY+RETRIEVAL Search SIMILARITY+RETRIEVAL
10 2D STRING 243554 1% 89% 25 Search 2D+STRING Search 2D+STRING

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 DATTA, R , JOSHI, D , LI, J , WANG, JZ , (2008) IMAGE RETRIEVAL: IDEAS, INFLUENCES, AND TRENDS OF THE NEW AGE.ACM COMPUTING SURVEYS. VOL. 40. ISSUE 2. P. - 55 51% 772
2 SMEULDERS, AWM , WORRING, M , SANTINI, S , GUPTA, A , JAIN, R , (2000) CONTENT-BASED IMAGE RETRIEVAL AT THE END OF THE EARLY YEARS.IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. VOL. 22. ISSUE 12. P. 1349 -1380 45 45% 2350
3 PUNITHA, P , GURU, DS , (2008) SYMBOLIC IMAGE INDEXING AND RETRIEVAL BY SPATIAL SIMILARITY: AN APPROACH BASED ON B-TREE.PATTERN RECOGNITION. VOL. 41. ISSUE 6. P. 2068 -2085 43 88% 7
4 ZHANG, DS , ISLAM, MM , LU, GJ , (2012) A REVIEW ON AUTOMATIC IMAGE ANNOTATION TECHNIQUES.PATTERN RECOGNITION. VOL. 45. ISSUE 1. P. 346 -362 36 67% 107
5 LIU, Y , ZHANG, DS , LU, GJ , MA, WY , (2007) A SURVEY OF CONTENT-BASED IMAGE RETRIEVAL WITH HIGH-LEVEL SEMANTICS.PATTERN RECOGNITION. VOL. 40. ISSUE 1. P. 262 -282 29 74% 470
6 KANIMOZHI, T , LATHA, K , (2015) AN INTEGRATED APPROACH TO REGION BASED IMAGE RETRIEVAL USING FIREFLY ALGORITHM AND SUPPORT VECTOR MACHINE.NEUROCOMPUTING. VOL. 151. ISSUE . P. 1099 -1111 27 79% 10
7 RASHEDI, E , NEZAMABADI-POUR, H , SARYAZDI, S , (2015) INFORMATION FUSION BETWEEN SHORT TERM LEARNING AND LONG TERM LEARNING IN CONTENT BASED IMAGE RETRIEVAL SYSTEMS.MULTIMEDIA TOOLS AND APPLICATIONS. VOL. 74. ISSUE 11. P. 3799 -3822 24 100% 1
8 QI, XJ , BARRETT, S , CHANG, R , (2011) A NOISE-RESILIENT COLLABORATIVE LEARNING APPROACH TO CONTENT-BASED IMAGE RETRIEVAL.INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS. VOL. 26. ISSUE 12. P. 1153-1175 29 91% 3
9 CALUMBY, RT , GONCALVES, MA , TORRES, RD , (2016) ON INTERACTIVE LEARNING-TO-RANK FOR IR: OVERVIEW, RECENT ADVANCES, CHALLENGES, AND DIRECTIONS.NEUROCOMPUTING. VOL. 208. ISSUE . P. 3 -24 37 62% 0
10 KUMAR, A , KIM, J , CAI, WD , FULHAM, M , FENG, DG , (2013) CONTENT-BASED MEDICAL IMAGE RETRIEVAL: A SURVEY OF APPLICATIONS TO MULTIDIMENSIONAL AND MULTIMODALITY DATA.JOURNAL OF DIGITAL IMAGING. VOL. 26. ISSUE 6. P. 1025 -1039 38 57% 20

Classes with closest relation at Level 1


Rank Class id link
1 4401 VIDEO SUMMARIZATION//VIDEO INDEXING//SHOT BOUNDARY DETECTION
2 4774 TEXTURE CLASSIFICATION//TEXTURE SEGMENTATION//TEXTURE ANALYSIS
3 1477 IMAGE MATCHING//SIFT//SCENE CLASSIFICATION
4 28667 HANGZHOU SERV ENGN//INTELLIGENT TRANSPORTAT INFORMAT SECUR//SIMRANK
5 17539 IMAGE USE//MULTILINGUAL INFORMATION//KNOWLEDGE ORGANIZATION
6 35798 AFFINITY PROPAGATION//VERY LARGE DATA SETS VLDS//BILINGUAL GRAPH
7 16823 MULTI LABEL CLASSIFICATION//MULTI LABEL LEARNING//MULTIPLE INSTANCE LEARNING
8 6285 MOMENT INVARIANTS//ZERNIKE MOMENTS//ORTHOGONAL MOMENTS
9 17082 SIMILARITY SEARCH//HIGH DIMENSIONAL INDEXING//METRIC ACCESS METHODS
10 16422 TRANSFER LEARNING//DOMAIN ADAPTATION//MULTI TASK LEARNING

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