Class information for:
Level 1: GENDER CLASSIFICATION//SOFT BIOMETRICS//GENDER RECOGNITION

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
23537 343 32.1 46%


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
791 2             FACE RECOGNITION//BIOMETRICS//IRIS RECOGNITION 12126
23537 1                   GENDER CLASSIFICATION//SOFT BIOMETRICS//GENDER RECOGNITION 343

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 GENDER CLASSIFICATION authKW 2006134 12% 56% 40
2 SOFT BIOMETRICS authKW 1192483 7% 56% 24
3 GENDER RECOGNITION authKW 785165 6% 42% 21
4 AGE PROGRESSION authKW 673235 3% 69% 11
5 HUMAN AGE ESTIMATION authKW 320481 2% 60% 6
6 FACIAL AGE ESTIMATION authKW 284874 1% 80% 4
7 REAL WORLD FACE IMAGES authKW 284874 1% 80% 4
8 FACE AGING authKW 267071 1% 100% 3
9 AGE ESTIMATION authKW 251225 13% 7% 43
10 AGE GROUP CLASSIFICATION authKW 200302 1% 75% 3

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 11291 47% 0% 162
2 Computer Science, Theory & Methods 1413 18% 0% 62
3 Computer Science, Software Engineering 1198 14% 0% 48
4 Engineering, Electrical & Electronic 1182 35% 0% 121
5 Computer Science, Information Systems 979 14% 0% 49
6 Imaging Science & Photographic Technology 347 5% 0% 16
7 Psychology, Experimental 239 6% 0% 21
8 Computer Science, Cybernetics 199 2% 0% 8
9 Theater 96 1% 0% 3
10 Telecommunications 80 5% 0% 16

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 SYST NETWORKING 114456 1% 43% 3
2 BROADBAND NETWORK DIGITAL MEDIA 89024 0% 100% 1
3 COMMUN PL ARTS 89024 0% 100% 1
4 COMP INFORMAT SCI COMP GR H 89024 0% 100% 1
5 DESIGN INTELLIGENT MACHINES 89024 0% 100% 1
6 EQUIPE I M ESIL 89024 0% 100% 1
7 FKEKK 89024 0% 100% 1
8 ISIS E AGING GRP 89024 0% 100% 1
9 ORIFLAME CONSUMER INSIGHT 89024 0% 100% 1
10 SOCIAL NETWORKS HUMAN CENTERED COMP PROGRAM 89024 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 IET BIOMETRICS 17110 1% 4% 5
2 IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY 10637 4% 1% 13
3 PATTERN RECOGNITION LETTERS 6787 6% 0% 21
4 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 4341 4% 0% 15
5 EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING 3102 1% 1% 4
6 NEUROCOMPUTING 2666 5% 0% 17
7 MULTIMEDIA TOOLS AND APPLICATIONS 2605 3% 0% 10
8 NEW THEATRE QUARTERLY 2546 1% 1% 3
9 IEEE TRANSACTIONS ON MULTIMEDIA 2184 2% 0% 7
10 PATTERN RECOGNITION 2181 4% 0% 13

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 GENDER CLASSIFICATION 2006134 12% 56% 40 Search GENDER+CLASSIFICATION Search GENDER+CLASSIFICATION
2 SOFT BIOMETRICS 1192483 7% 56% 24 Search SOFT+BIOMETRICS Search SOFT+BIOMETRICS
3 GENDER RECOGNITION 785165 6% 42% 21 Search GENDER+RECOGNITION Search GENDER+RECOGNITION
4 AGE PROGRESSION 673235 3% 69% 11 Search AGE+PROGRESSION Search AGE+PROGRESSION
5 HUMAN AGE ESTIMATION 320481 2% 60% 6 Search HUMAN+AGE+ESTIMATION Search HUMAN+AGE+ESTIMATION
6 FACIAL AGE ESTIMATION 284874 1% 80% 4 Search FACIAL+AGE+ESTIMATION Search FACIAL+AGE+ESTIMATION
7 REAL WORLD FACE IMAGES 284874 1% 80% 4 Search REAL+WORLD+FACE+IMAGES Search REAL+WORLD+FACE+IMAGES
8 FACE AGING 267071 1% 100% 3 Search FACE+AGING Search FACE+AGING
9 AGE ESTIMATION 251225 13% 7% 43 Search AGE+ESTIMATION Search AGE+ESTIMATION
10 AGE GROUP CLASSIFICATION 200302 1% 75% 3 Search AGE+GROUP+CLASSIFICATION Search AGE+GROUP+CLASSIFICATION

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 SHU, XB , XIE, GS , LI, ZC , TANG, JH , (2016) AGE PROGRESSION: CURRENT TECHNOLOGIES AND APPLICATIONS.NEUROCOMPUTING. VOL. 208. ISSUE . P. 249 -261 25 76% 0
2 PANIS, G , LANITIS, A , TSAPATSOULIS, N , COOTES, TF , (2016) OVERVIEW OF RESEARCH ON FACIAL AGEING USING THE FG-NET AGEING DATABASE.IET BIOMETRICS. VOL. 5. ISSUE 2. P. 37 -46 26 68% 0
3 DANTCHEVA, A , ELIA, P , ROSS, A , (2016) WHAT ELSE DOES YOUR BIOMETRIC DATA REVEAL? A SURVEY ON SOFT BIOMETRICS.IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY. VOL. 11. ISSUE 3. P. 441 -467 33 34% 8
4 HAN, H , OTTO, C , LIU, XM , JAIN, AK , (2015) DEMOGRAPHIC ESTIMATION FROM FACE IMAGES: HUMAN VS. MACHINE PERFORMANCE.IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. VOL. 37. ISSUE 6. P. 1148 -1161 21 57% 13
5 RAI, P , KHANNA, P , (2014) A GENDER CLASSIFICATION SYSTEM ROBUST TO OCCLUSION USING GABOR FEATURES BASED (2D)(2)PCA.JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION. VOL. 25. ISSUE 5. P. 1118 -1129 16 84% 6
6 NG, CB , TAY, YH , GOI, BM , (2015) A REVIEW OF FACIAL GENDER RECOGNITION.PATTERN ANALYSIS AND APPLICATIONS. VOL. 18. ISSUE 4. P. 739 -755 27 47% 4
7 CASTRILLON-SANTANA, M , LORENZO-NAVARRO, J , RAMON-BALMASEDA, E , (2017) DESCRIPTORS AND REGIONS OF INTEREST FUSION FOR IN- AND CROSS-DATABASE GENDER CLASSIFICATION IN THE WILD.IMAGE AND VISION COMPUTING. VOL. 57. ISSUE . P. 15 -24 18 69% 0
8 SUO, JL , ZHU, SC , SHAN, SG , CHEN, XL , (2010) A COMPOSITIONAL AND DYNAMIC MODEL FOR FACE AGING.IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. VOL. 32. ISSUE 3. P. 385 -401 15 79% 50
9 FU, Y , GUO, GD , HUANG, TS , (2010) AGE SYNTHESIS AND ESTIMATION VIA FACES: A SURVEY.IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. VOL. 32. ISSUE 11. P. 1955-1976 23 40% 170
10 FENG, SH , LANG, CY , FENG, JS , WANG, T , LUO, JB , (2017) HUMAN FACIAL AGE ESTIMATION BY COST-SENSITIVE LABEL RANKING AND TRACE NORM REGULARIZATION.IEEE TRANSACTIONS ON MULTIMEDIA. VOL. 19. ISSUE 1. P. 136 -148 17 65% 0

Classes with closest relation at Level 1


Rank Class id link
1 35852 CAPTCHA//HUMAN INTERACTIVE PROOFS//ABUSE OF WEB SITES AND SERVICES
2 9664 FACIAL EXPRESSION RECOGNITION//3D FACE RECOGNITION//FACIAL EXPRESSION ANALYSIS
3 127 FACE RECOGNITION//DIMENSIONALITY REDUCTION//MANIFOLD LEARNING
4 29348 PERSON RE IDENTIFICATION//PEOPLE RE IDENTIFICATION//METRIC LEARNING
5 21912 PERCEIVED AGE//SKIN RESEARCH AND TECHNOLOGY//SKIN BIOENGN IMAGING
6 36337 MIN MAX MODULAR NEURAL NETWORK//NATIONAL VOTING//BRAIN OPERAT DEVICE
7 309 FACE PERCEPTION//PROSOPAGNOSIA//FACE PROCESSING
8 25892 HEAD POSE ESTIMATION//DRIVING POSTURES//DRIVER MONITORING SYSTEM
9 27075 KEYSTROKE DYNAMICS//MOUSE DYNAMICS//BEHAVIORAL BIOMETRICS
10 24478 INFANT FACES//BABY SCHEMA//INFANT FACE

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