Class information for: |
Basic class information |
| Class id | #P | Avg. number of references |
Database coverage of references |
|---|---|---|---|
| 35798 | 92 | 25.9 | 41% |
Hierarchy of classes |
The table includes all classes above and classes immediately below the current class. |
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 | AFFINITY PROPAGATION | authKW | 1573859 | 23% | 23% | 21 |
| 2 | VERY LARGE DATA SETS VLDS | authKW | 663818 | 2% | 100% | 2 |
| 3 | BILINGUAL GRAPH | authKW | 331909 | 1% | 100% | 1 |
| 4 | CALINSKI HARABASZ CRITERION | authKW | 331909 | 1% | 100% | 1 |
| 5 | CIRCLE ALGORITHM | authKW | 331909 | 1% | 100% | 1 |
| 6 | CLASS NUMBER ESTIMATION | authKW | 331909 | 1% | 100% | 1 |
| 7 | CLASSIFIER BALANCED ACCURACY | authKW | 331909 | 1% | 100% | 1 |
| 8 | CLUSTERING CATEGORICAL DATA | authKW | 331909 | 1% | 100% | 1 |
| 9 | COFEATURE SET | authKW | 331909 | 1% | 100% | 1 |
| 10 | CONSTRAINT PROJECTIONS | authKW | 331909 | 1% | 100% | 1 |
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 | 1951 | 38% | 0% | 35 |
| 2 | Computer Science, Information Systems | 300 | 15% | 0% | 14 |
| 3 | Computer Science, Theory & Methods | 130 | 11% | 0% | 10 |
| 4 | Imaging Science & Photographic Technology | 128 | 5% | 0% | 5 |
| 5 | Engineering, Electrical & Electronic | 119 | 23% | 0% | 21 |
| 6 | Statistics & Probability | 79 | 8% | 0% | 7 |
| 7 | Telecommunications | 65 | 8% | 0% | 7 |
| 8 | Computer Science, Hardware & Architecture | 48 | 4% | 0% | 4 |
| 9 | Robotics | 48 | 2% | 0% | 2 |
| 10 | Computer Science, Software Engineering | 43 | 5% | 0% | 5 |
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 | IETR TSI2M | 331909 | 1% | 100% | 1 |
| 2 | MKT DATA SCI | 331909 | 1% | 100% | 1 |
| 3 | NEW YORK UNIV HLTH INFORMAT BIOINFORMAT | 331909 | 1% | 100% | 1 |
| 4 | URBAN ITS TECHNOL OPTIMIZAT INTEGRAT | 165954 | 1% | 50% | 1 |
| 5 | COMUTER SCI | 82976 | 1% | 25% | 1 |
| 6 | HUMAN SPACEFLIGHT SYST ENGN | 82976 | 1% | 25% | 1 |
| 7 | MANAGEMENT SCI INFORMAT ENGN | 78093 | 2% | 12% | 2 |
| 8 | ENGN PL SCI TECHNOL | 66380 | 1% | 20% | 1 |
| 9 | TSI2M | 66380 | 1% | 20% | 1 |
| 10 | DOCTORADO CIENCIAS AGR FO TALES | 55317 | 1% | 17% | 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 | DATA MINING AND KNOWLEDGE DISCOVERY | 2277 | 2% | 0% | 2 |
| 2 | IEEE MULTIMEDIA | 2258 | 2% | 0% | 2 |
| 3 | JOURNAL OF MACHINE LEARNING RESEARCH | 1902 | 3% | 0% | 3 |
| 4 | PATTERN RECOGNITION | 1741 | 7% | 0% | 6 |
| 5 | ESAIM-PROBABILITY AND STATISTICS | 1423 | 1% | 0% | 1 |
| 6 | NEURAL COMPUTING & APPLICATIONS | 1272 | 3% | 0% | 3 |
| 7 | TEHNICKI VJESNIK-TECHNICAL GAZETTE | 1229 | 2% | 0% | 2 |
| 8 | IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING | 989 | 3% | 0% | 3 |
| 9 | JOURNAL OF GREY SYSTEM | 845 | 1% | 0% | 1 |
| 10 | IEEE COMMUNICATIONS LETTERS | 819 | 4% | 0% | 4 |
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 | AFFINITY PROPAGATION | 1573859 | 23% | 23% | 21 | Search AFFINITY+PROPAGATION | Search AFFINITY+PROPAGATION |
| 2 | VERY LARGE DATA SETS VLDS | 663818 | 2% | 100% | 2 | Search VERY+LARGE+DATA+SETS+VLDS | Search VERY+LARGE+DATA+SETS+VLDS |
| 3 | BILINGUAL GRAPH | 331909 | 1% | 100% | 1 | Search BILINGUAL+GRAPH | Search BILINGUAL+GRAPH |
| 4 | CALINSKI HARABASZ CRITERION | 331909 | 1% | 100% | 1 | Search CALINSKI+HARABASZ+CRITERION | Search CALINSKI+HARABASZ+CRITERION |
| 5 | CIRCLE ALGORITHM | 331909 | 1% | 100% | 1 | Search CIRCLE+ALGORITHM | Search CIRCLE+ALGORITHM |
| 6 | CLASS NUMBER ESTIMATION | 331909 | 1% | 100% | 1 | Search CLASS+NUMBER+ESTIMATION | Search CLASS+NUMBER+ESTIMATION |
| 7 | CLASSIFIER BALANCED ACCURACY | 331909 | 1% | 100% | 1 | Search CLASSIFIER+BALANCED+ACCURACY | Search CLASSIFIER+BALANCED+ACCURACY |
| 8 | CLUSTERING CATEGORICAL DATA | 331909 | 1% | 100% | 1 | Search CLUSTERING+CATEGORICAL+DATA | Search CLUSTERING+CATEGORICAL+DATA |
| 9 | COFEATURE SET | 331909 | 1% | 100% | 1 | Search COFEATURE+SET | Search COFEATURE+SET |
| 10 | CONSTRAINT PROJECTIONS | 331909 | 1% | 100% | 1 | Search CONSTRAINT+PROJECTIONS | Search CONSTRAINT+PROJECTIONS |
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 | LI, P , JI, HF , WANG, BL , HUANG, ZY , LI, HQ , (2017) ADJUSTABLE PREFERENCE AFFINITY PROPAGATION CLUSTERING.PATTERN RECOGNITION LETTERS. VOL. 85. ISSUE . P. 72 -78 | 12 | 80% | 0 |
| 2 | ZHANG, YC , CHEN, X , ZHOU, DY , JORDAN, MI , (2016) SPECTRAL METHODS MEET EM: A PROVABLY OPTIMAL ALGORITHM FOR CROWDSOURCING.JOURNAL OF MACHINE LEARNING RESEARCH. VOL. 17. ISSUE . P. - | 5 | 71% | 0 |
| 3 | ARZENO, NM , VIKALO, H , (2015) SEMI-SUPERVISED AFFINITY PROPAGATION WITH SOFT INSTANCE-LEVEL CONSTRAINTS.IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. VOL. 37. ISSUE 5. P. 1041 -1052 | 7 | 41% | 4 |
| 4 | NOWAKOWSKA, E , KORONACKI, J , LIPOVETSKY, S , (2016) DIMENSIONALITY REDUCTION FOR DATA OF UNKNOWN CLUSTER STRUCTURE.INFORMATION SCIENCES. VOL. 330. ISSUE . P. 74 -87 | 7 | 35% | 3 |
| 5 | CHEN, W , TIAN, QC , JIANG, XR , TANG, ZB , GUO, CH , XU, XZ , ZHU, H , DING, SF , (2013) DOMAIN KNOWLEDGE BLENDED AFFINITY PROPAGATION.APPLIED MATHEMATICS & INFORMATION SCIENCES. VOL. 7. ISSUE 2. P. 717 -723 | 7 | 44% | 2 |
| 6 | ANANDKUMAR, A , FOSTER, DP , HSU, D , KAKADE, SM , LIU, YK , (2015) A SPECTRAL ALGORITHM FOR LATENT DIRICHLET ALLOCATION.ALGORITHMICA. VOL. 72. ISSUE 1. P. 193 -214 | 6 | 38% | 2 |
| 7 | NELLORE, A , WARD, R , (2015) RECOVERY GUARANTEES FOR EXEMPLAR-BASED CLUSTERING.INFORMATION AND COMPUTATION. VOL. 245. ISSUE . P. 165 -180 | 7 | 30% | 0 |
| 8 | GUO, K , ZHANG, QS , (2010) AFFINITY PROPAGATION CLUSTERING BASED ON GREY RELATIONAL ANALYSIS.JOURNAL OF GREY SYSTEM. VOL. 22. ISSUE 2. P. 147-156 | 3 | 75% | 1 |
| 9 | LI, KJ , BIGHAM, J , TOKARCHUK, L , (2013) VALIDATION OF A PROBABILISTIC APPROACH TO OUTDOOR LOCALIZATION.IEEE WIRELESS COMMUNICATIONS LETTERS. VOL. 2. ISSUE 2. P. 167 -170 | 2 | 100% | 1 |
| 10 | WANG, LM , JI, Q , HAN, XM , (2016) ADAPTIVE SEMI-SUPERVISED AFFINITY PROPAGATION CLUSTERING ALGORITHM BASED ON STRUCTURAL SIMILARITY.TEHNICKI VJESNIK-TECHNICAL GAZETTE. VOL. 23. ISSUE 2. P. 425 -435 | 5 | 36% | 0 |
Classes with closest relation at Level 1 |