Class information for: |
Basic class information |
| Class id | #P | Avg. number of references |
Database coverage of references |
|---|---|---|---|
| 18178 | 563 | 37.0 | 40% |
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 |
| 265 | 3 | ENGINEERING, MANUFACTURING//DISCRETE EVENT SYSTEMS//OPERATIONS RESEARCH & MANAGEMENT SCIENCE | 44182 |
| 2550 | 2 | BAYESIAN NETWORKS//FUZZY COGNITIVE MAPS//INFLUENCE DIAGRAMS | 3737 |
| 18178 | 1 | FUZZY COGNITIVE MAPS//FUZZY COGNITIVE MAPS FCMS//FUZZY COGNITIVE MAPPING | 563 |
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 | FUZZY COGNITIVE MAPS | authKW | 7474393 | 33% | 75% | 183 |
| 2 | FUZZY COGNITIVE MAPS FCMS | authKW | 772046 | 4% | 65% | 22 |
| 3 | FUZZY COGNITIVE MAPPING | authKW | 652622 | 3% | 63% | 19 |
| 4 | FUZZY COGNITIVE MAP FCM | authKW | 338966 | 2% | 63% | 10 |
| 5 | FUZZY GREY COGNITIVE MAPS | authKW | 325414 | 1% | 100% | 6 |
| 6 | CAUSAL MAPS | authKW | 199675 | 2% | 41% | 9 |
| 7 | QUALITATIVE DECISION ANALYSIS | authKW | 162707 | 1% | 100% | 3 |
| 8 | INFORMAT COMP TECHNOL | address | 158361 | 4% | 14% | 21 |
| 9 | COGNITIVE MAP | authKW | 157748 | 6% | 8% | 35 |
| 10 | B2B NEGOTIATION | authKW | 108471 | 0% | 100% | 2 |
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 | 12963 | 40% | 0% | 223 |
| 2 | Operations Research & Management Science | 2703 | 16% | 0% | 90 |
| 3 | Computer Science, Cybernetics | 1435 | 5% | 0% | 27 |
| 4 | Computer Science, Interdisciplinary Applications | 1176 | 13% | 0% | 72 |
| 5 | Computer Science, Information Systems | 993 | 11% | 0% | 64 |
| 6 | Management | 792 | 9% | 0% | 48 |
| 7 | Engineering, Electrical & Electronic | 405 | 18% | 0% | 100 |
| 8 | Computer Science, Theory & Methods | 313 | 7% | 0% | 40 |
| 9 | Business | 216 | 4% | 0% | 22 |
| 10 | Environmental Studies | 209 | 4% | 0% | 21 |
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 COMP TECHNOL | 158361 | 4% | 14% | 21 |
| 2 | A AD | 54236 | 0% | 100% | 1 |
| 3 | ADM ST | 54236 | 0% | 100% | 1 |
| 4 | ATR COGNIT INFORMAT SCI | 54236 | 0% | 100% | 1 |
| 5 | CERVEUROPEAN VIRTUAL REAL | 54236 | 0% | 100% | 1 |
| 6 | CHAIR PROC CONTROL SYST ENGN | 54236 | 0% | 100% | 1 |
| 7 | COMPUTAT INTELLIGENCE ELECT COMP ENGN | 54236 | 0% | 100% | 1 |
| 8 | CONNEXIONISM COGNIT COMP | 54236 | 0% | 100% | 1 |
| 9 | CRC COMPUTAT INTELLIGENCE | 54236 | 0% | 100% | 1 |
| 10 | CREAT MED | 54236 | 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 | AGRARFORSCHUNG | 15712 | 1% | 4% | 7 |
| 2 | IEEE TRANSACTIONS ON FUZZY SYSTEMS | 13636 | 4% | 1% | 22 |
| 3 | EXPERT SYSTEMS WITH APPLICATIONS | 11798 | 9% | 0% | 48 |
| 4 | APPLIED SOFT COMPUTING | 7843 | 4% | 1% | 23 |
| 5 | AGRARTECHNISCHE FORSCHUNG-AGRICULTURAL ENGINEERING RESEARCH | 4929 | 0% | 9% | 1 |
| 6 | OBJECT ORIENTED SYSTEMS | 4518 | 0% | 8% | 1 |
| 7 | JOURNAL OF WATER AND CLIMATE CHANGE | 3356 | 1% | 2% | 4 |
| 8 | INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING | 2269 | 1% | 1% | 5 |
| 9 | ECOLOGY AND SOCIETY | 2074 | 1% | 0% | 8 |
| 10 | KNOWLEDGE-BASED SYSTEMS | 1944 | 2% | 0% | 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 | FUZZY COGNITIVE MAPS | 7474393 | 33% | 75% | 183 | Search FUZZY+COGNITIVE+MAPS | Search FUZZY+COGNITIVE+MAPS |
| 2 | FUZZY COGNITIVE MAPS FCMS | 772046 | 4% | 65% | 22 | Search FUZZY+COGNITIVE+MAPS+FCMS | Search FUZZY+COGNITIVE+MAPS+FCMS |
| 3 | FUZZY COGNITIVE MAPPING | 652622 | 3% | 63% | 19 | Search FUZZY+COGNITIVE+MAPPING | Search FUZZY+COGNITIVE+MAPPING |
| 4 | FUZZY COGNITIVE MAP FCM | 338966 | 2% | 63% | 10 | Search FUZZY+COGNITIVE+MAP+FCM | Search FUZZY+COGNITIVE+MAP+FCM |
| 5 | FUZZY GREY COGNITIVE MAPS | 325414 | 1% | 100% | 6 | Search FUZZY+GREY+COGNITIVE+MAPS | Search FUZZY+GREY+COGNITIVE+MAPS |
| 6 | CAUSAL MAPS | 199675 | 2% | 41% | 9 | Search CAUSAL+MAPS | Search CAUSAL+MAPS |
| 7 | QUALITATIVE DECISION ANALYSIS | 162707 | 1% | 100% | 3 | Search QUALITATIVE+DECISION+ANALYSIS | Search QUALITATIVE+DECISION+ANALYSIS |
| 8 | COGNITIVE MAP | 157748 | 6% | 8% | 35 | Search COGNITIVE+MAP | Search COGNITIVE+MAP |
| 9 | B2B NEGOTIATION | 108471 | 0% | 100% | 2 | Search B2B+NEGOTIATION | Search B2B+NEGOTIATION |
| 10 | COGNITIVE STRUCTURE OF EMOTIONS | 108471 | 0% | 100% | 2 | Search COGNITIVE+STRUCTURE+OF+EMOTIONS | Search COGNITIVE+STRUCTURE+OF+EMOTIONS |
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 | PAPAGEORGIOU, EI , (2012) LEARNING ALGORITHMS FOR FUZZY COGNITIVE MAPS-A REVIEW STUDY.IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS. VOL. 42. ISSUE 2. P. 150 -163 | 47 | 90% | 52 |
| 2 | SALMERON, JL , PAPAGEORGIOU, EI , (2013) A REVIEW OF FUZZY COGNITIVE MAPS RESEARCH DURING THE LAST DECADE.IEEE TRANSACTIONS ON FUZZY SYSTEMS. VOL. 21. ISSUE 1. P. 66 -79 | 45 | 88% | 47 |
| 3 | AHMADI, S , FOROUZIDEH, N , ALIZADEH, S , PAPAGEORGIOU, E , (2015) LEARNING FUZZY COGNITIVE MAPS USING IMPERIALIST COMPETITIVE ALGORITHM.NEURAL COMPUTING & APPLICATIONS. VOL. 26. ISSUE 6. P. 1333 -1354 | 33 | 85% | 4 |
| 4 | WU, K , LIU, J , (2016) ROBUST LEARNING OF LARGE-SCALE FUZZY COGNITIVE MAPS VIA THE LASSO FROM NOISY TIME SERIES.KNOWLEDGE-BASED SYSTEMS. VOL. 113. ISSUE . P. 23 -38 | 33 | 83% | 0 |
| 5 | TSADIRAS, A , BASSILIADES, N , (2013) RULEML REPRESENTATION AND SIMULATION OF FUZZY COGNITIVE MAPS.EXPERT SYSTEMS WITH APPLICATIONS. VOL. 40. ISSUE 5. P. 1413-1426 | 32 | 86% | 3 |
| 6 | YAMAN, D , POLAT, S , (2009) A FUZZY COGNITIVE MAP APPROACH FOR EFFECT-BASED OPERATIONS: AN ILLUSTRATIVE CASE.INFORMATION SCIENCES. VOL. 179. ISSUE 4. P. 382-403 | 34 | 79% | 38 |
| 7 | KOTTAS, T , BOUTALIS, Y , CHRISTODOULOU, M , (2012) BI-LINEAR ADAPTIVE ESTIMATION OF FUZZY COGNITIVE NETWORKS.APPLIED SOFT COMPUTING. VOL. 12. ISSUE 12. P. 3736 -3756 | 29 | 94% | 2 |
| 8 | PAPAGEORGIOU, EI , IAKOVIDIS, DK , (2013) INTUITIONISTIC FUZZY COGNITIVE MAPS.IEEE TRANSACTIONS ON FUZZY SYSTEMS. VOL. 21. ISSUE 2. P. 342-354 | 25 | 78% | 23 |
| 9 | SALMERON, JL , RUIZ-CELMA, A , MENA, A , (2017) LEARNING FCMS WITH MULTI-LOCAL AND BALANCED MEMETIC ALGORITHMS FOR FORECASTING INDUSTRIAL DRYING PROCESSES.NEUROCOMPUTING. VOL. 232. ISSUE . P. 52 -57 | 23 | 88% | 0 |
| 10 | BOUTALIS, Y , KOTTAS, TL , CHRISTODOULOU, M , (2009) ADAPTIVE ESTIMATION OF FUZZY COGNITIVE MAPS WITH PROVEN STABILITY AND PARAMETER CONVERGENCE.IEEE TRANSACTIONS ON FUZZY SYSTEMS. VOL. 17. ISSUE 4. P. 874 -889 | 23 | 92% | 25 |
Classes with closest relation at Level 1 |