Class information for:
Level 1: SYMBOLIC DATA ANALYSIS//INTERVAL VALUED DATA//SYMBOLIC DATA

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
25369 283 23.7 35%


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
25369 1                   SYMBOLIC DATA ANALYSIS//INTERVAL VALUED DATA//SYMBOLIC DATA 283

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 SYMBOLIC DATA ANALYSIS authKW 4149917 18% 77% 50
2 INTERVAL VALUED DATA authKW 2268549 10% 73% 29
3 SYMBOLIC DATA authKW 701327 5% 50% 13
4 INTERVAL DATA authKW 648015 11% 19% 31
5 SYMBOLIC CLUSTERING authKW 587444 2% 78% 7
6 SYMBOLIC INTERVAL DATA authKW 539492 2% 100% 5
7 SYMBOLIC DISSIMILARITY authKW 431594 1% 100% 4
8 ADAPTIVE DISTANCES authKW 388430 2% 60% 6
9 HISTOGRAM DATA authKW 323695 1% 100% 3
10 SYMBOLIC SIMILARITY authKW 287727 1% 67% 4

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 6864 41% 0% 115
2 Statistics & Probability 3394 27% 0% 76
3 Computer Science, Theory & Methods 325 10% 0% 28
4 Computer Science, Interdisciplinary Applications 291 9% 0% 26
5 Materials Science, Characterization, Testing 254 4% 0% 11
6 Computer Science, Cybernetics 185 2% 0% 7
7 Psychology, Mathematical 157 2% 0% 5
8 Operations Research & Management Science 131 5% 0% 15
9 Mathematics, Interdisciplinary Applications 130 5% 0% 15
10 Mathematics, Applied 125 10% 0% 27

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 ACT SODAS 107898 0% 100% 1
2 BIOINFORMAT MATH MECH 107898 0% 100% 1
3 CIMPA PIMAD 107898 0% 100% 1
4 DEGROOTE PAIN 107898 0% 100% 1
5 DEMQ ECON QUANTITAT METHODS 107898 0% 100% 1
6 DIP STRATEGIE AZIENDALI METODOL QUANTITAT 107898 0% 100% 1
7 DIPARTIMENTO ISTITUZ ECON FINANZIARIE 107898 0% 100% 1
8 DIPARTIMENTO SCI POLIT J MONNET 107898 0% 100% 1
9 DIPARTIMENTO STRATEG AZIENDALI METODOL QUANTITA 107898 0% 100% 1
10 DIPARTIMENTO STRATEGIE AZIENDALI METODI QUANTIT 107898 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 ADVANCES IN DATA ANALYSIS AND CLASSIFICATION 69057 4% 6% 11
2 RELIABLE COMPUTING 40457 1% 13% 3
3 PATTERN RECOGNITION LETTERS 17975 11% 1% 31
4 RAIRO-AUTOMATIQUE-SYSTEMS ANALYSIS AND CONTROL 17650 1% 5% 3
5 CONTRIBUTIONS TO STATISTICS 11017 3% 1% 9
6 INDUSTRIAL LABORATORY 10138 4% 1% 11
7 STATISTICAL ANALYSIS AND DATA MINING 7763 1% 2% 3
8 RAIRO-AUTOMATIQUE-PRODUCTIQUE INFORMATIQUE INDUSTRIELLE-AUTOMATIC CONTROL PRODUCTION SYSTEMS 6219 1% 2% 3
9 INTELLIGENT DATA ANALYSIS 4412 2% 1% 5
10 COMPUTATIONAL STATISTICS & DATA ANALYSIS 4263 5% 0% 14

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 SYMBOLIC DATA ANALYSIS 4149917 18% 77% 50 Search SYMBOLIC+DATA+ANALYSIS Search SYMBOLIC+DATA+ANALYSIS
2 INTERVAL VALUED DATA 2268549 10% 73% 29 Search INTERVAL+VALUED+DATA Search INTERVAL+VALUED+DATA
3 SYMBOLIC DATA 701327 5% 50% 13 Search SYMBOLIC+DATA Search SYMBOLIC+DATA
4 INTERVAL DATA 648015 11% 19% 31 Search INTERVAL+DATA Search INTERVAL+DATA
5 SYMBOLIC CLUSTERING 587444 2% 78% 7 Search SYMBOLIC+CLUSTERING Search SYMBOLIC+CLUSTERING
6 SYMBOLIC INTERVAL DATA 539492 2% 100% 5 Search SYMBOLIC+INTERVAL+DATA Search SYMBOLIC+INTERVAL+DATA
7 SYMBOLIC DISSIMILARITY 431594 1% 100% 4 Search SYMBOLIC+DISSIMILARITY Search SYMBOLIC+DISSIMILARITY
8 ADAPTIVE DISTANCES 388430 2% 60% 6 Search ADAPTIVE+DISTANCES Search ADAPTIVE+DISTANCES
9 HISTOGRAM DATA 323695 1% 100% 3 Search HISTOGRAM+DATA Search HISTOGRAM+DATA
10 SYMBOLIC SIMILARITY 287727 1% 67% 4 Search SYMBOLIC+SIMILARITY Search SYMBOLIC+SIMILARITY

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 BRITO, P , (2014) SYMBOLIC DATA ANALYSIS: ANOTHER LOOK AT THE INTERACTION OF DATA MINING AND STATISTICS.WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY. VOL. 4. ISSUE 4. P. 281 -295 34 85% 5
2 NETO, EDL , DOS ANJOS, UU , (2015) REGRESSION MODEL FOR INTERVAL-VALUED VARIABLES BASED ON COPULAS.JOURNAL OF APPLIED STATISTICS. VOL. 42. ISSUE 9. P. 2010 -2029 21 91% 0
3 DE CARVALHO, FDT , BERTRAND, P , SIMOES, EC , (2016) BATCH SOM ALGORITHMS FOR INTERVAL-VALUED DATA WITH AUTOMATIC WEIGHTING OF THE VARIABLES.NEUROCOMPUTING. VOL. 182. ISSUE . P. 66 -81 20 69% 0
4 D'URSO, P , LESKI, JM , (2016) FUZZY C-ORDERED MEDOIDS CLUSTERING FOR INTERVAL-VALUED DATA.PATTERN RECOGNITION. VOL. 58. ISSUE . P. 49 -67 28 41% 1
5 MAIA, ALS , DE CARVALHO, FDT , (2011) HOLT'S EXPONENTIAL SMOOTHING AND NEURAL NETWORK MODELS FOR FORECASTING INTERVAL-VALUED TIME SERIES.INTERNATIONAL JOURNAL OF FORECASTING. VOL. 27. ISSUE 3. P. 740 -759 19 61% 15
6 BEZERRA, BLD , DE CARVALHO, FDT , (2011) SYMBOLIC DATA ANALYSIS TOOLS FOR RECOMMENDATION SYSTEMS.KNOWLEDGE AND INFORMATION SYSTEMS. VOL. 26. ISSUE 3. P. 385 -418 21 57% 8
7 DE CARVALHO, FDT , CSERNEL, M , LECHEVALLIER, Y , (2009) CLUSTERING CONSTRAINED SYMBOLIC DATA.PATTERN RECOGNITION LETTERS. VOL. 30. ISSUE 11. P. 1037-1045 15 83% 2
8 LIMA, ED , DE CARVALHO, FDT , (2010) CONSTRAINED LINEAR REGRESSION MODELS FOR SYMBOLIC INTERVAL-VALUED VARIABLESK.COMPUTATIONAL STATISTICS & DATA ANALYSIS. VOL. 54. ISSUE 2. P. 333-347 12 92% 9
9 RAMOS-GUAJARDO, AB , GRZEGORZEWSKI, P , (2016) DISTANCE-BASED LINEAR DISCRIMINANT ANALYSIS FOR INTERVAL-VALUED DATA.INFORMATION SCIENCES. VOL. 372. ISSUE . P. 591 -607 16 55% 0
10 CHUANG, CC , JENG, JT , CHANG, SC , (2013) HAUSDORFF DISTANCE MEASURE BASED INTERVAL FUZZY POSSIBILISTIE C-MEANS CLUSTERING ALGORITHM.INTERNATIONAL JOURNAL OF FUZZY SYSTEMS. VOL. 15. ISSUE 4. P. 471-479 10 91% 0

Classes with closest relation at Level 1


Rank Class id link
1 20661 FUZZY REGRESSION//FUZZY LINEAR REGRESSION//FUZZY REGRESSION ANALYSIS
2 12730 FUZZY RANDOM VARIABLE//ESTADIST IO DM//T NORM BASED ADDITION
3 1464 FUZZY CLUSTERING//CLUSTERING//CLUSTER VALIDITY
4 33174 CATEGORIZATION PROCEDURE//NEWS CLUSTERING//PERSONALIZING THE WEB
5 37304 AUXILIARY SIGNAL DESIGN//ACTIVE FAILURE DETECTION//ACTIVE FAULT DIAGNOSIS AFD
6 4745 DEMPSTER SHAFER THEORY//BELIEF FUNCTIONS//IMPRECISE PROBABILITIES
7 24818 FAMILIAL CORRELATIONS//STRUCTURE ON MEAN//INTERCLASS CORRELATION
8 23167 EXCESS MASS//SIZER//LEVEL SET ESTIMATION
9 21566 SURVIVAL TREE//RECURSIVE PARTITIONING//REGRESSION TREE
10 34970 KNOWLEDGE INSTINCT//NEURAL MODELING FIELDS//COGNITIVE DISSONANCES

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