Class information for:
Level 1: FUZZY REGRESSION//FUZZY LINEAR REGRESSION//FUZZY REGRESSION ANALYSIS

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
20661 450 25.4 50%


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
276 3       FUZZY SETS AND SYSTEMS//ALGEBRA UNIVERSALIS//ROUGH SETS 43335
360 2             FUZZY SETS AND SYSTEMS//IEEE TRANSACTIONS ON FUZZY SYSTEMS//AGGREGATION OPERATOR 17397
20661 1                   FUZZY REGRESSION//FUZZY LINEAR REGRESSION//FUZZY REGRESSION ANALYSIS 450

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 REGRESSION authKW 4105174 22% 61% 99
2 FUZZY LINEAR REGRESSION authKW 1684167 10% 56% 44
3 FUZZY REGRESSION ANALYSIS authKW 604520 3% 64% 14
4 FUZZY REGRESSION MODEL authKW 392585 2% 64% 9
5 INTERVAL REGRESSION ANALYSIS authKW 332487 2% 70% 7
6 FUZZY LOGISTIC REGRESSION authKW 282729 1% 83% 5
7 POSSIBILISTIC ODDS authKW 271422 1% 100% 4
8 FUZZY LEAST SQUARES authKW 242338 1% 71% 5
9 FUZZY LEAST SQUARES REGRESSION authKW 217136 1% 80% 4
10 CRISP INPUT authKW 203566 1% 100% 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 4859 27% 0% 123
2 Statistics & Probability 4369 24% 0% 109
3 Computer Science, Theory & Methods 2847 22% 0% 100
4 Mathematics, Applied 2005 27% 0% 122
5 Operations Research & Management Science 775 10% 0% 44
6 Computer Science, Interdisciplinary Applications 727 11% 0% 51
7 Computer Science, Information Systems 232 6% 0% 29
8 Computer Science, Cybernetics 189 2% 0% 9
9 Automation & Control Systems 175 4% 0% 20
10 Mathematics, Interdisciplinary Applications 125 4% 0% 19

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 DIPARTIMENTO SCI ECON GESTIONALI SOCIALI 101780 1% 50% 3
2 CIVIL ARCHITECTURAL ENVIRONM ENGN CERT 67855 0% 100% 1
3 COMP SCI INFORMAT TEKNOL 67855 0% 100% 1
4 COSDE 67855 0% 100% 1
5 DIPARTIMENTO SAT PROBABIL STAT PLICATE 67855 0% 100% 1
6 ENGN ADVANCE TECHNOL 67855 0% 100% 1
7 GREC KNOWLEDGE ENGN GRP 67855 0% 100% 1
8 INGN SOFTWARE INTELIGENCIE ARTIFICIAL 67855 0% 100% 1
9 KATEDRA MATEMAT ANALYZY LIKOVANE MATEMAT 67855 0% 100% 1
10 MANAGEMENT DECIS MAKING 67855 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 FUZZY SETS AND SYSTEMS 65141 18% 1% 83
2 INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS 9142 3% 1% 12
3 SOFT COMPUTING 9049 4% 1% 17
4 IRANIAN JOURNAL OF FUZZY SYSTEMS 8216 2% 2% 7
5 IEEE TRANSACTIONS ON FUZZY SYSTEMS 7926 3% 1% 15
6 JOURNAL OF INTELLIGENT & FUZZY SYSTEMS 3280 2% 0% 11
7 INFORMATION SCIENCES 2863 4% 0% 18
8 APPLIED SOFT COMPUTING 2236 2% 0% 11
9 ECONOMIC COMPUTATION AND ECONOMIC CYBERNETICS STUDIES AND RESEARCH 1962 1% 1% 4
10 INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING 1635 1% 1% 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 FUZZY REGRESSION 4105174 22% 61% 99 Search FUZZY+REGRESSION Search FUZZY+REGRESSION
2 FUZZY LINEAR REGRESSION 1684167 10% 56% 44 Search FUZZY+LINEAR+REGRESSION Search FUZZY+LINEAR+REGRESSION
3 FUZZY REGRESSION ANALYSIS 604520 3% 64% 14 Search FUZZY+REGRESSION+ANALYSIS Search FUZZY+REGRESSION+ANALYSIS
4 FUZZY REGRESSION MODEL 392585 2% 64% 9 Search FUZZY+REGRESSION+MODEL Search FUZZY+REGRESSION+MODEL
5 INTERVAL REGRESSION ANALYSIS 332487 2% 70% 7 Search INTERVAL+REGRESSION+ANALYSIS Search INTERVAL+REGRESSION+ANALYSIS
6 FUZZY LOGISTIC REGRESSION 282729 1% 83% 5 Search FUZZY+LOGISTIC+REGRESSION Search FUZZY+LOGISTIC+REGRESSION
7 POSSIBILISTIC ODDS 271422 1% 100% 4 Search POSSIBILISTIC+ODDS Search POSSIBILISTIC+ODDS
8 FUZZY LEAST SQUARES 242338 1% 71% 5 Search FUZZY+LEAST+SQUARES Search FUZZY+LEAST+SQUARES
9 FUZZY LEAST SQUARES REGRESSION 217136 1% 80% 4 Search FUZZY+LEAST+SQUARES+REGRESSION Search FUZZY+LEAST+SQUARES+REGRESSION
10 CRISP INPUT 203566 1% 100% 3 Search CRISP+INPUT Search CRISP+INPUT

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 CHACHI, J , TAHERI, SM , (2016) MULTIPLE FUZZY REGRESSION MODEL FOR FUZZY INPUT-OUTPUT DATA.IRANIAN JOURNAL OF FUZZY SYSTEMS. VOL. 13. ISSUE 4. P. 63 -78 37 97% 0
2 D'URSO, P , MASSARI, R , SANTORO, A , (2011) ROBUST FUZZY REGRESSION ANALYSIS.INFORMATION SCIENCES. VOL. 181. ISSUE 19. P. 4154-4174 32 80% 18
3 MASHINCHI, MH , ORGUN, MA , MASHINCHI, M , PEDRYCZ, W , (2011) A TABU-HARMONY SEARCH-BASED APPROACH TO FUZZY LINEAR REGRESSION.IEEE TRANSACTIONS ON FUZZY SYSTEMS. VOL. 19. ISSUE 3. P. 432-448 34 74% 20
4 WANG, C , LI, J , GUO, PJ , (2015) THE NORMALIZED INTERVAL REGRESSION MODEL WITH OUTLIER DETECTION AND ITS REAL-WORLD APPLICATION TO HOUSE PRICING PROBLEMS.FUZZY SETS AND SYSTEMS. VOL. 274. ISSUE . P. 109 -123 27 87% 0
5 HASSANPOUR, H , MALEKI, HR , YAGHOOBI, MA , (2010) FUZZY LINEAR REGRESSION MODEL WITH CRISP COEFFICIENTS: A GOAL PROGRAMMING APPROACH.IRANIAN JOURNAL OF FUZZY SYSTEMS. VOL. 7. ISSUE 2. P. 19-39 29 85% 10
6 WU, HC , (2008) FUZZY LINEAR REGRESSION MODEL BASED ON FUZZY SCALAR PRODUCT.SOFT COMPUTING. VOL. 12. ISSUE 5. P. 469 -477 27 96% 5
7 LI, JH , ZENG, WY , XIE, JJ , YIN, Q , (2016) A NEW FUZZY REGRESSION MODEL BASED ON LEAST ABSOLUTE DEVIATION.ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. VOL. 52. ISSUE . P. 54 -64 26 76% 1
8 KELKINNAMA, M , TAHERI, SM , (2012) FUZZY LEAST-ABSOLUTES REGRESSION USING SHAPE PRESERVING OPERATIONS.INFORMATION SCIENCES. VOL. 214. ISSUE . P. 105-120 25 83% 14
9 CHACHI, J , TAHERI, SM , ARGHAMI, NR , (2014) A HYBRID FUZZY REGRESSION MODEL AND ITS APPLICATION IN HYDROLOGY ENGINEERING.APPLIED SOFT COMPUTING. VOL. 25. ISSUE . P. 149 -158 27 75% 2
10 WEN, CG , LEE, CS , (1999) DEVELOPMENT OF A COST FUNCTION FOR WASTEWATER TREATMENT SYSTEMS WITH FUZZY REGRESSION.FUZZY SETS AND SYSTEMS. VOL. 106. ISSUE 2. P. 143 -153 34 89% 16

Classes with closest relation at Level 1


Rank Class id link
1 12730 FUZZY RANDOM VARIABLE//ESTADIST IO DM//T NORM BASED ADDITION
2 25369 SYMBOLIC DATA ANALYSIS//INTERVAL VALUED DATA//SYMBOLIC DATA
3 35164 JETTING DISPENSER//TIME PRESSURE DISPENSING//PIEZOSTACK ACTUATOR
4 37517 ALTERNATING POISSON PROCESS//ALTERNATING RENEWAL//PRODUCTION CYCLE TIME
5 6979 FUZZY NUMBERS//FUZZY LINEAR PROGRAMMING//RANKING FUNCTION
6 27292 DETECTION OF NONLINEARITY//STRAIGHT LINE CALIBRATION//FUZZY HIERARCHICAL CLUSTERING
7 6142 FUZZY TIME SERIES//FUZZY FORECASTING//STOCK FORECASTING
8 27110 BLDG TRANSPORTAT ENGN//ENVIRONM MANAGEMENT ENGN AGA GRP//FUZZY RELATION ANALYSIS
9 8389 FUZZY DIFFERENTIAL EQUATIONS//FUZZY NUMBERS//FUZZY LINEAR SYSTEM
10 11782 QUALITY FUNCTION DEPLOYMENT//HOUSE OF QUALITY//QUALITY FUNCTION DEPLOYMENT QFD

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