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

Basic class information

ID Publications Average number
of references
Avg. shr. active
ref. in WoS
13279 783 25.3 46%



Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)



ID, lev.
above
Publications Label for level above
1217 8683 FUZZY NUMBERS//FUZZY SETS AND SYSTEMS//FUZZY NUMBER

Terms with highest relevance score



Rank Term Type of term Relevance score
(tfidf)
Class's shr.
of term's tot.
occurrences
Shr. of publ.
in class containing
term
Num. of
publ. in
class
1 FUZZY REGRESSION Author keyword 67 50% 12% 97
2 SYMBOLIC DATA ANALYSIS Author keyword 27 49% 5% 39
3 FUZZY LINEAR REGRESSION Author keyword 25 46% 5% 40
4 FUZZY HYPOTHESIS Author keyword 18 89% 1% 8
5 INTERVAL VALUED DATA Author keyword 15 49% 3% 23
6 SYMBOLIC CLUSTERING Author keyword 11 78% 1% 7
7 ESTADIST IO DM Address 9 35% 3% 22
8 VAGUE DATA Author keyword 9 59% 1% 10
9 FUZZY SIGNIFICANCE LEVEL Author keyword 8 100% 1% 5
10 FUZZY REGRESSION ANALYSIS Author keyword 8 45% 2% 13

Web of Science journal categories

Author Key Words



Rank Web of Science journal category Relevance score
(tfidf)
Class's shr.
of term's tot.
occurrences
Shr. of publ.
in class containing
term
Num. of
publ. in
class
LCSH search Wikipedia search
1 FUZZY REGRESSION 67 50% 12% 97 Search FUZZY+REGRESSION Search FUZZY+REGRESSION
2 SYMBOLIC DATA ANALYSIS 27 49% 5% 39 Search SYMBOLIC+DATA+ANALYSIS Search SYMBOLIC+DATA+ANALYSIS
3 FUZZY LINEAR REGRESSION 25 46% 5% 40 Search FUZZY+LINEAR+REGRESSION Search FUZZY+LINEAR+REGRESSION
4 FUZZY HYPOTHESIS 18 89% 1% 8 Search FUZZY+HYPOTHESIS Search FUZZY+HYPOTHESIS
5 INTERVAL VALUED DATA 15 49% 3% 23 Search INTERVAL+VALUED+DATA Search INTERVAL+VALUED+DATA
6 SYMBOLIC CLUSTERING 11 78% 1% 7 Search SYMBOLIC+CLUSTERING Search SYMBOLIC+CLUSTERING
7 VAGUE DATA 9 59% 1% 10 Search VAGUE+DATA Search VAGUE+DATA
8 FUZZY SIGNIFICANCE LEVEL 8 100% 1% 5 Search FUZZY+SIGNIFICANCE+LEVEL Search FUZZY+SIGNIFICANCE+LEVEL
9 FUZZY REGRESSION ANALYSIS 8 45% 2% 13 Search FUZZY+REGRESSION+ANALYSIS Search FUZZY+REGRESSION+ANALYSIS
10 FUZZY DATA 7 22% 4% 28 Search FUZZY+DATA Search FUZZY+DATA

Key Words Plus



Rank Web of Science journal category Relevance score
(tfidf)
Class's shr.
of term's tot.
occurrences
Shr. of publ.
in class containing
term
Num. of
publ. in
class
1 OUTPUT DATA 26 63% 3% 26
2 SYMBOLIC DATA 24 91% 1% 10
3 INPUT OUTPUT DATA 23 69% 3% 20
4 FUZZY LINEAR REGRESSION 19 71% 2% 15
5 VALUED DATA 17 72% 2% 13
6 BOOTSTRAP TECHNIQUES 15 59% 2% 17
7 MICROCHIP ENCAPSULATION 11 78% 1% 7
8 VAGUE DATA 9 64% 1% 9
9 INTERVAL VALUED DATA 6 80% 1% 4
10 LINEAR STATISTICAL INFERENCE 6 80% 1% 4

Journals

Reviews



Title Publ. year Cit. Active
references
% act. ref.
to same field
From the statistics of data to the statistics of knowledge: Symbolic data analysis 2003 70 7 86%
Symbolic Data Analysis: another look at the interaction of Data Mining and Statistics 2014 1 39 82%
Optimum estimation and forecasting of renewable energy consumption by artificial neural networks 2013 4 42 21%

Address terms



Rank Address term Relevance score
(tfidf)
Class's shr.
of term's tot.
occurrences
Shr. of publ.
in class containing
term
Num. of
publ. in
class
1 ESTADIST IO DM 9 35% 2.8% 22
2 DIPARTIMENTO SCI ECON GESTIONALI SOCIALI 4 67% 0.5% 4
3 ESTAD IO DM 4 67% 0.5% 4
4 DPTO ESTADIST IO DM 4 41% 0.9% 7
5 UNIT INTELLIGENT DATA ANAL GR H MODELS 3 50% 0.6% 5
6 IO DM 3 38% 0.8% 6
7 DIPARTIMENTO ANAL ECON SOCIALI 3 50% 0.5% 4
8 DIPARTIMENTO SCI ECON GEST SOCIALI 2 36% 0.5% 4
9 LISE CEREMADE 1 50% 0.3% 2
10 POLIT SCI J MONNET 1 50% 0.3% 2

Related classes at same level (level 1)



Rank Relatedness score Related classes
1 0.0000152952 FUZZY DIFFERENTIAL EQUATIONS//FUZZY DIFFERENTIAL EQUATION//GENERALIZED DIFFERENTIABILITY
2 0.0000130873 TIME PRESSURE DISPENSING//JETTING DISPENSER//DISPENSING PROCESS
3 0.0000091877 FUZZY LINEAR PROGRAMMING//FUZZY NUMBERS//SOLID TRANSPORTATION PROBLEM
4 0.0000078763 FUZZY CLUSTERING//CLUSTER VALIDITY//SUBSPACE CLUSTERING
5 0.0000068524 DEMPSTER SHAFER THEORY//BELIEF FUNCTIONS//TRANSFERABLE BELIEF MODEL
6 0.0000060227 UNCERTAINTY THEORY//PORTFOLIO SELECTION//UNCERTAIN SYST
7 0.0000060028 LABEL SEMANTICS//LINGUISTIC DECISION TREE//APPROPRIATENESS MEASURES
8 0.0000054298 MOBILE DECISION SUPPORT//ANESTHESIA SERV MED GRP//COMPUTER BASED PREDICTION
9 0.0000049582 LOGICAL COMBINATORIAL PATTERN RECOGNITION//NON REDUCIBLE DESCRIPTORS//GUHA METHOD
10 0.0000048010 LAMBDA TAU METHODOLOGY//STANDARDIZAT TRANSPORTAT PROD LOGIST//RISK PRIORITY NUMBER