Class information for:
Level 2: QUALITATIVE REASONING//MODEL BASED DIAGNOSIS//QUALITATIVE SIMULATION

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
2005 5487 25.6 27%


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
265 3       ENGINEERING, MANUFACTURING//DISCRETE EVENT SYSTEMS//OPERATIONS RESEARCH & MANAGEMENT SCIENCE 44182
2005 2             QUALITATIVE REASONING//MODEL BASED DIAGNOSIS//QUALITATIVE SIMULATION 5487
7927 1                   QUALITATIVE REASONING//MODEL BASED DIAGNOSIS//QUALITATIVE SIMULATION 1312
11631 1                   KNOWLEDGE ACQUISITION//PROBLEM SOLVING METHODS//SWI 966
15469 1                   KNOWLEDGE BASE VERIFICATION//VALIDATION OF INTELLIGENT SYSTEMS//VALIDATION TOOLS 711
17549 1                   SIGNED DIRECTED GRAPH//ALARM MANAGEMENT//PLANT ALARM SYSTEM 594
21336 1                   AI APPLICATIONS IN NATURAL RESOURCE MANAGEMENT//AI APPLICATIONS//WEB BASED EXPERT SYSTEMS 423
25181 1                   LINGUISTIC GEOMETRY//ALGORITHM OF DISCOVERY//INSUFFICIENT KNOWLEDGE AND RESOURCES 288
25196 1                   RULE MODELS//EXPERT CONTROL//ALUMINA SINTERING PRODUCTION 288
28267 1                   FLIGHT AND MAINTENANCE PLANNING//FLEET AVAILABILITY//COMBAT WING 111 210
29739 1                   PRECURSOR MODEL//INFORMAT SYST LANGUAGES SOFTWARE ENGN//PUPILS REPRESENTATIONS 180
29820 1                   A AMA PROD//ADVANCED CARDIAC LIFE SUPPORT SYSTEM//AGGREGATIVE SYNTHESIS 179
32835 1                   GEOMETRY OF FUZZY SETS//QUALITATIVE ENGINEERING//APPROXIMATE FUZZY EIGENVALUE 133
33498 1                   CONTROL ENGINEERING//AUTOMATIC STORAGE MANAGEMENT//BENTHIC ALGAL CULTIVATION 124
36509 1                   C2IS//3DNV//AUTONOMOUS MOBILE SERVICE ROBOTS 79

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 QUALITATIVE REASONING authKW 241100 2% 48% 91
2 MODEL BASED DIAGNOSIS authKW 196125 1% 51% 69
3 QUALITATIVE SIMULATION authKW 163817 1% 63% 47
4 EXPERT SYSTEM authKW 139866 5% 9% 287
5 IEEE EXPERT-INTELLIGENT SYSTEMS & THEIR APPLICATIONS journal 102150 1% 25% 75
6 KNOWLEDGE ACQUISITION journal 99327 0% 71% 25
7 QUALITATIVE MODELING authKW 89848 1% 29% 56
8 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE WoSSC 87820 33% 1% 1818
9 AI APPLICATIONS IN NATURAL RESOURCE MANAGEMENT journal 86265 0% 57% 27
10 KNOWLEDGE BASED SYSTEMS authKW 82390 2% 13% 111

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 87820 33% 1% 1818
2 Computer Science, Cybernetics 30134 7% 1% 384
3 Ergonomics 12531 5% 1% 250
4 Operations Research & Management Science 8816 9% 0% 519
5 Computer Science, Interdisciplinary Applications 5696 9% 0% 506
6 Computer Science, Information Systems 5037 8% 0% 460
7 Automation & Control Systems 5012 7% 0% 362
8 Engineering, Electrical & Electronic 4061 18% 0% 986
9 Computer Science, Theory & Methods 4053 8% 0% 443
10 Computer Science, Software Engineering 3831 7% 0% 359

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 SWI 30897 0% 56% 10
2 GRP ADQDAT 22252 0% 100% 4
3 RECH PERFORMANCE ENTREPRISES 16689 0% 100% 3
4 SOCIAL SCI INFORMAT 11540 0% 23% 9
5 COMPUTAT LEARNING 11348 0% 29% 7
6 COMBAT WING 111 11126 0% 100% 2
7 COMP SCI KNOWLEDGE SYST 11126 0% 100% 2
8 INFORMAT SYST LANGUAGES SOFTWARE ENGN 11126 0% 100% 2
9 JUNIOR FELLOWS 11126 0% 100% 2
10 LOCAT BOXTEL 11126 0% 100% 2

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 IEEE EXPERT-INTELLIGENT SYSTEMS & THEIR APPLICATIONS 102150 1% 25% 75
2 KNOWLEDGE ACQUISITION 99327 0% 71% 25
3 AI APPLICATIONS IN NATURAL RESOURCE MANAGEMENT 86265 0% 57% 27
4 AI APPLICATIONS 73970 1% 29% 46
5 INTERNATIONAL JOURNAL OF MAN-MACHINE STUDIES 62689 2% 11% 104
6 ARTIFICIAL INTELLIGENCE 56114 3% 7% 152
7 INTERNATIONAL JOURNAL OF EXPERT SYSTEMS 43400 0% 35% 22
8 INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES 37530 2% 7% 104
9 EXPERT SYSTEMS WITH APPLICATIONS 27803 4% 2% 231
10 IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS 23712 1% 6% 76

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 QUALITATIVE REASONING 241100 2% 48% 91 Search QUALITATIVE+REASONING Search QUALITATIVE+REASONING
2 MODEL BASED DIAGNOSIS 196125 1% 51% 69 Search MODEL+BASED+DIAGNOSIS Search MODEL+BASED+DIAGNOSIS
3 QUALITATIVE SIMULATION 163817 1% 63% 47 Search QUALITATIVE+SIMULATION Search QUALITATIVE+SIMULATION
4 EXPERT SYSTEM 139866 5% 9% 287 Search EXPERT+SYSTEM Search EXPERT+SYSTEM
5 QUALITATIVE MODELING 89848 1% 29% 56 Search QUALITATIVE+MODELING Search QUALITATIVE+MODELING
6 KNOWLEDGE BASED SYSTEMS 82390 2% 13% 111 Search KNOWLEDGE+BASED+SYSTEMS Search KNOWLEDGE+BASED+SYSTEMS
7 MODEL BASED REASONING 66891 1% 32% 38 Search MODEL+BASED+REASONING Search MODEL+BASED+REASONING
8 SIGNED DIRECTED GRAPH 54510 0% 70% 14 Search SIGNED+DIRECTED+GRAPH Search SIGNED+DIRECTED+GRAPH
9 ALARM MANAGEMENT 50849 0% 57% 16 Search ALARM+MANAGEMENT Search ALARM+MANAGEMENT
10 LINGUISTIC GEOMETRY 50068 0% 100% 9 Search LINGUISTIC+GEOMETRY Search LINGUISTIC+GEOMETRY

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 DE JONG, H , (2004) QUALITATIVE SIMULATION AND RELATED APPROACHES FOR THE ANALYSIS OF DYNAMIC SYSTEMS.KNOWLEDGE ENGINEERING REVIEW. VOL. 19. ISSUE 2. P. 93 -132 80 78% 5
2 BARBEDO, JGA , (2016) EXPERT SYSTEMS APPLIED TO PLANT DISEASE DIAGNOSIS: SURVEY AND CRITICAL VIEW.IEEE LATIN AMERICA TRANSACTIONS. VOL. 14. ISSUE 4. P. 1910 -1922 57 78% 0
3 BOURSEAU, P , BOUSSON, K , DAGUE, P , DORMOY, JL , EVRARD, JM , GUERRIN, F , LEYVAL, L , LHOMME, O , LUCAS, B , MISSIER, A , ET AL (1995) QUALITATIVE REASONING: A SURVEY OF TECHNIQUES AND APPLICATIONS.AI COMMUNICATIONS. VOL. 8. ISSUE 3-4. P. 119 -192 63 74% 14
4 WANG, JD , YANG, F , CHEN, TW , SHAH, SL , (2016) AN OVERVIEW OF INDUSTRIAL ALARM SYSTEMS: MAIN CAUSES FOR ALARM OVERLOADING, RESEARCH STATUS, AND OPEN PROBLEMS.IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING. VOL. 13. ISSUE 2. P. 1045 -1061 39 57% 0
5 STEPHANOPOULOS, G , HAN, C , (1996) INTELLIGENT SYSTEMS IN PROCESS ENGINEERING: A REVIEW.COMPUTERS & CHEMICAL ENGINEERING. VOL. 20. ISSUE 6-7. P. 743 -791 78 34% 78
6 KEPPENS, J , SHEN, Q , (2001) ON COMPOSITIONAL MODELLING.KNOWLEDGE ENGINEERING REVIEW. VOL. 16. ISSUE 2. P. 157-200 23 92% 24
7 NUTTLE, T , BREDEWEG, B , SALLES, P , NEUMANN, M , (2009) REPRESENTING AND MANAGING UNCERTAINTY IN QUALITATIVE ECOLOGICAL MODELS.ECOLOGICAL INFORMATICS. VOL. 4. ISSUE 5-6. P. 358-366 19 90% 5
8 KNAUF, R , TSURUTA, S , GONZALEZ, AJ , (2007) TOWARD REDUCING HUMAN INVOLVEMENT IN VALIDATION OF KNOWLEDGE-BASED SYSTEMS.IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS. VOL. 37. ISSUE 1. P. 120 -131 19 95% 7
9 CHENG, H , TIKKALA, VM , ZAKHAROV, A , MYLLER, T , JAMSA-JOUNELA, SL , (2011) APPLICATION OF THE ENHANCED DYNAMIC CAUSAL DIGRAPH METHOD ON A THREE-LAYER BOARD MACHINE.IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY. VOL. 19. ISSUE 3. P. 644-655 20 80% 2
10 GENTIL, S , MONTMAIN, J , COMBASTEL, C , (2004) COMBINING FDI AND AI APPROACHES WITHIN CAUSAL-MODEL-BASED DIAGNOSIS.IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS. VOL. 34. ISSUE 5. P. 2207-2221 18 95% 26

Classes with closest relation at Level 2


Rank Class id link
1 4105 BOND GRAPH//HYBRID BOND GRAPHS//BICAUSALITY
2 4123 INTELLIGENT PRODUCT SUPPORT//ELECTRONIC ASSEMBLIES COMPONENT SELECTION//GREAT EAGLE 25F
3 3217 EXECUTIVE INFORMATION SYSTEMS//MODEL MANAGEMENT//STRUCTURED MODELING
4 4138 SEQUENTIAL FAULT DIAGNOSIS//TEST SEQUENCING PROBLEM//TEST SEQUENCING
5 2815 CASE BASED REASONING//SHAPE GRAMMARS//ENVIRONMENT AND PLANNING B-PLANNING & DESIGN
6 2550 BAYESIAN NETWORKS//FUZZY COGNITIVE MAPS//INFLUENCE DIAGRAMS
7 1122 NONMONOTONIC REASONING//ANSWER SET PROGRAMMING//LECTURE NOTES IN ARTIFICIAL INTELLIGENCE
8 1212 JOURNAL OF ENGINEERING DESIGN//QUALITY FUNCTION DEPLOYMENT//RESEARCH IN ENGINEERING DESIGN
9 2575 DISCRETE EVENT SYSTEMS//PETRI NETS//SUPERVISORY CONTROL
10 4087 KNOWLEDGE EMBEDDED DATABASE SYSTEMS//POLYTETRAHYDROFURAN DIOLS//FUTURES

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