Class information for: |
Basic class information |
Class id | #P | Avg. number of references |
Database coverage of references |
---|---|---|---|
127 | 4246 | 30.1 | 56% |
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 |
127 | 1 | FACE RECOGNITION//DIMENSIONALITY REDUCTION//MANIFOLD LEARNING | 4246 |
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 | FACE RECOGNITION | authKW | 5131311 | 35% | 48% | 1502 |
2 | DIMENSIONALITY REDUCTION | authKW | 870372 | 10% | 29% | 424 |
3 | MANIFOLD LEARNING | authKW | 639985 | 6% | 36% | 245 |
4 | SUBSPACE LEARNING | authKW | 352210 | 2% | 54% | 91 |
5 | SMALL SAMPLE SIZE PROBLEM | authKW | 312891 | 1% | 81% | 54 |
6 | FEATURE EXTRACTION | authKW | 299172 | 10% | 10% | 430 |
7 | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | WoSSC | 271304 | 66% | 1% | 2783 |
8 | LINEAR DISCRIMINANT ANALYSIS | authKW | 242239 | 5% | 17% | 198 |
9 | LOCALITY PRESERVING PROJECTIONS | authKW | 240770 | 1% | 59% | 57 |
10 | EIGENFACES | authKW | 237558 | 1% | 62% | 53 |
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 | 271304 | 66% | 1% | 2783 |
2 | Engineering, Electrical & Electronic | 22214 | 43% | 0% | 1816 |
3 | Computer Science, Theory & Methods | 14959 | 17% | 0% | 712 |
4 | Computer Science, Cybernetics | 6118 | 4% | 1% | 154 |
5 | Imaging Science & Photographic Technology | 5810 | 5% | 0% | 229 |
6 | Computer Science, Information Systems | 5624 | 10% | 0% | 422 |
7 | Computer Science, Software Engineering | 4215 | 8% | 0% | 327 |
8 | Optics | 681 | 7% | 0% | 284 |
9 | Computer Science, Hardware & Architecture | 653 | 2% | 0% | 106 |
10 | Automation & Control Systems | 185 | 2% | 0% | 75 |
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 | BIOCOMP | 171315 | 2% | 28% | 85 |
2 | OPTOELECT TECH SYST | 57991 | 0% | 73% | 11 |
3 | COMP SCI TECHNOL | 52863 | 8% | 2% | 335 |
4 | BIOMETR SECUR | 46566 | 0% | 36% | 18 |
5 | ENGN INFORMAT PROC PLICAT | 35225 | 0% | 70% | 7 |
6 | IMAGE PROC PATTERN RECOGNIT | 34495 | 1% | 8% | 58 |
7 | QUANTUM COMPUTAT INTELLIGENT SYST | 33466 | 1% | 10% | 45 |
8 | GUANGDONG IND TRAINING | 32351 | 0% | 75% | 6 |
9 | AUTOMAT | 30902 | 7% | 2% | 282 |
10 | COMP SCI ENGN | 30775 | 9% | 1% | 392 |
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 | 199643 | 10% | 6% | 436 |
2 | NEUROCOMPUTING | 121149 | 9% | 4% | 402 |
3 | IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE | 52760 | 4% | 4% | 184 |
4 | INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE | 45695 | 2% | 6% | 100 |
5 | PATTERN RECOGNITION LETTERS | 43838 | 4% | 3% | 188 |
6 | IET COMPUTER VISION | 35526 | 1% | 11% | 47 |
7 | IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY | 24835 | 2% | 5% | 70 |
8 | IEEE TRANSACTIONS ON IMAGE PROCESSING | 24754 | 3% | 3% | 138 |
9 | IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS | 18898 | 1% | 5% | 53 |
10 | IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS | 15063 | 2% | 3% | 65 |
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 | FACE RECOGNITION | 5131311 | 35% | 48% | 1502 | Search FACE+RECOGNITION | Search FACE+RECOGNITION |
2 | DIMENSIONALITY REDUCTION | 870372 | 10% | 29% | 424 | Search DIMENSIONALITY+REDUCTION | Search DIMENSIONALITY+REDUCTION |
3 | MANIFOLD LEARNING | 639985 | 6% | 36% | 245 | Search MANIFOLD+LEARNING | Search MANIFOLD+LEARNING |
4 | SUBSPACE LEARNING | 352210 | 2% | 54% | 91 | Search SUBSPACE+LEARNING | Search SUBSPACE+LEARNING |
5 | SMALL SAMPLE SIZE PROBLEM | 312891 | 1% | 81% | 54 | Search SMALL+SAMPLE+SIZE+PROBLEM | Search SMALL+SAMPLE+SIZE+PROBLEM |
6 | FEATURE EXTRACTION | 299172 | 10% | 10% | 430 | Search FEATURE+EXTRACTION | Search FEATURE+EXTRACTION |
7 | LINEAR DISCRIMINANT ANALYSIS | 242239 | 5% | 17% | 198 | Search LINEAR+DISCRIMINANT+ANALYSIS | Search LINEAR+DISCRIMINANT+ANALYSIS |
8 | LOCALITY PRESERVING PROJECTIONS | 240770 | 1% | 59% | 57 | Search LOCALITY+PRESERVING+PROJECTIONS | Search LOCALITY+PRESERVING+PROJECTIONS |
9 | EIGENFACES | 237558 | 1% | 62% | 53 | Search EIGENFACES | Search EIGENFACES |
10 | COLLABORATIVE REPRESENTATION | 176350 | 1% | 63% | 39 | Search COLLABORATIVE+REPRESENTATION | Search COLLABORATIVE+REPRESENTATION |
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 | HASSABALLAH, M , ALY, S , (2015) FACE RECOGNITION: CHALLENGES, ACHIEVEMENTS AND FUTURE DIRECTIONS.IET COMPUTER VISION. VOL. 9. ISSUE 4. P. 614 -626 | 102 | 75% | 2 |
2 | LU, JW , TAN, YP , WANG, G , (2013) DISCRIMINATIVE MULTIMANIFOLD ANALYSIS FOR FACE RECOGNITION FROM A SINGLE TRAINING SAMPLE PER PERSON.IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. VOL. 35. ISSUE 1. P. 39-51 | 38 | 95% | 90 |
3 | YANG, WK , WANG, ZY , SUN, CY , (2015) A COLLABORATIVE REPRESENTATION BASED PROJECTIONS METHOD FOR FEATURE EXTRACTION.PATTERN RECOGNITION. VOL. 48. ISSUE 1. P. 20 -27 | 41 | 95% | 17 |
4 | DING, CX , TAO, DC , (2016) A COMPREHENSIVE SURVEY ON POSE-INVARIANT FACE RECOGNITION.ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY. VOL. 7. ISSUE 3. P. - | 51 | 78% | 3 |
5 | FAN, ZZ , XU, Y , ZHANG, D , (2011) LOCAL LINEAR DISCRIMINANT ANALYSIS FRAMEWORK USING SAMPLE NEIGHBORS.IEEE TRANSACTIONS ON NEURAL NETWORKS. VOL. 22. ISSUE 7. P. 1119 -1132 | 46 | 98% | 56 |
6 | JI, HK , SUN, QS , JI, ZX , YUAN, YH , ZHANG, GQ , (2017) COLLABORATIVE PROBABILISTIC LABELS FOR FACE RECOGNITION FROM SINGLE SAMPLE PER PERSON.PATTERN RECOGNITION. VOL. 62. ISSUE . P. 125 -134 | 28 | 97% | 1 |
7 | ZHANG, X , GAO, Y , (2009) FACE RECOGNITION ACROSS POSE: A REVIEW.PATTERN RECOGNITION. VOL. 42. ISSUE 11. P. 2876 -2896 | 46 | 73% | 170 |
8 | GAO, QX , HUANG, YF , ZHANG, HL , HONG, X , LI, K , WANG, Y , (2015) DISCRIMINATIVE SPARSITY PRESERVING PROJECTIONS FOR IMAGE RECOGNITION.PATTERN RECOGNITION. VOL. 48. ISSUE 8. P. 2543 -2553 | 37 | 95% | 8 |
9 | TAN, XY , CHEN, SC , ZHOU, ZH , ZHANG, FY , (2006) FACE RECOGNITION FROM A SINGLE IMAGE PER PERSON: A SURVEY.PATTERN RECOGNITION. VOL. 39. ISSUE 9. P. 1725 -1745 | 45 | 76% | 270 |
10 | YANG, WK , SUN, CY , ZHENG, WM , (2016) A REGULARIZED LEAST SQUARE BASED DISCRIMINATIVE PROJECTIONS FOR FEATURE EXTRACTION.NEUROCOMPUTING. VOL. 175. ISSUE . P. 198 -205 | 36 | 90% | 2 |
Classes with closest relation at Level 1 |