Class information for:
Level 1: DISTANCE STUDIES//INTRINSIC DIMENSIONALITY ESTIMATION//INTRINSIC DIMENSION ESTIMATION

Basic class information

Class id #P Avg. number of
references
Database coverage
of references
34182 115 28.8 36%



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
211 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON NEURAL NETWORKS//DATA MINING 51632
2769 2             SELF ORGANIZING MAP//PRINCIPAL CURVES//PRINCIPAL POINTS 3152
34182 1                   DISTANCE STUDIES//INTRINSIC DIMENSIONALITY ESTIMATION//INTRINSIC DIMENSION ESTIMATION 115

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 DISTANCE STUDIES authKW 1062108 3% 100% 4
2 INTRINSIC DIMENSIONALITY ESTIMATION authKW 1062108 3% 100% 4
3 INTRINSIC DIMENSION ESTIMATION authKW 1062104 5% 67% 6
4 TUNING HEURISTICS authKW 796581 3% 100% 3
5 GRASSBERGER PROCACCIAS ALGORITHM authKW 531054 2% 100% 2
6 SAMANN authKW 531054 2% 100% 2
7 INTRINSIC DIMENSION authKW 406577 6% 22% 7
8 INTRINSIC DIMENSIONALITY authKW 349370 4% 26% 5
9 INFORMATICA journal 322206 23% 5% 26
10 ADAPTIVE DIMENSIONALITY REDUCTION authKW 265527 1% 100% 1

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 2245 37% 0% 42
2 Computer Science, Information Systems 2163 36% 0% 41
3 Mathematics, Applied 777 33% 0% 38
4 Automation & Control Systems 326 11% 0% 13
5 Operations Research & Management Science 189 10% 0% 11
6 Mathematics, Interdisciplinary Applications 123 8% 0% 9
7 Education, Scientific Disciplines 84 4% 0% 5
8 Engineering, Electrical & Electronic 69 17% 0% 19
9 Engineering, General 63 6% 0% 7
10 Computer Science, Interdisciplinary Applications 48 6% 0% 7

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 EIFER EUROPEAN ENERGY 265527 1% 100% 1
2 INFM DISI 265527 1% 100% 1
3 INFORMAT CI TECHNOL 265527 1% 100% 1
4 KAUNAS TECHNOL UNIV 265527 1% 100% 1
5 ELECT ENGN COMP SCI INFORMAT 132762 1% 50% 1
6 KNOWLEDGE PROC NETWORKED MANU TURE 132762 1% 50% 1
7 AUTOMAT CONTROL INFORMAT TECHNOL 66380 1% 25% 1
8 COMP AIDED DIAG THER Y GRP 53104 1% 20% 1
9 UNIV PL OPHTHALMOBIOL IOBA 37931 1% 14% 1
10 DATA ANAL VISUALIZAT GRP 18964 1% 7% 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 INFORMATICA 322206 23% 5% 26
2 INFORMATION TECHNOLOGY AND CONTROL 32842 6% 2% 7
3 NONLINEAR ANALYSIS-MODELLING AND CONTROL 19343 4% 1% 5
4 COMPUTER APPLICATIONS IN ENGINEERING EDUCATION 7366 4% 1% 5
5 INTERNATIONAL JOURNAL OF APPLIED MATHEMATICS AND COMPUTER SCIENCE 1531 2% 0% 2
6 PATTERN RECOGNITION 1390 5% 0% 6
7 JOURNAL OF GLOBAL OPTIMIZATION 1075 3% 0% 3
8 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 919 3% 0% 4
9 TOP 846 1% 0% 1
10 ENVIRONMETRICS 835 2% 0% 2

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 DISTANCE STUDIES 1062108 3% 100% 4 Search DISTANCE+STUDIES Search DISTANCE+STUDIES
2 INTRINSIC DIMENSIONALITY ESTIMATION 1062108 3% 100% 4 Search INTRINSIC+DIMENSIONALITY+ESTIMATION Search INTRINSIC+DIMENSIONALITY+ESTIMATION
3 INTRINSIC DIMENSION ESTIMATION 1062104 5% 67% 6 Search INTRINSIC+DIMENSION+ESTIMATION Search INTRINSIC+DIMENSION+ESTIMATION
4 TUNING HEURISTICS 796581 3% 100% 3 Search TUNING+HEURISTICS Search TUNING+HEURISTICS
5 GRASSBERGER PROCACCIAS ALGORITHM 531054 2% 100% 2 Search GRASSBERGER+PROCACCIAS+ALGORITHM Search GRASSBERGER+PROCACCIAS+ALGORITHM
6 SAMANN 531054 2% 100% 2 Search SAMANN Search SAMANN
7 INTRINSIC DIMENSION 406577 6% 22% 7 Search INTRINSIC+DIMENSION Search INTRINSIC+DIMENSION
8 INTRINSIC DIMENSIONALITY 349370 4% 26% 5 Search INTRINSIC+DIMENSIONALITY Search INTRINSIC+DIMENSIONALITY
9 ADAPTIVE DIMENSIONALITY REDUCTION 265527 1% 100% 1 Search ADAPTIVE+DIMENSIONALITY+REDUCTION Search ADAPTIVE+DIMENSIONALITY+REDUCTION
10 ANALYSIS OF CORRELATION MATRIX 265527 1% 100% 1 Search ANALYSIS+OF+CORRELATION+MATRIX Search ANALYSIS+OF+CORRELATION+MATRIX

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 CAMASTRA, F , STAIANO, A , (2016) INTRINSIC DIMENSION ESTIMATION: ADVANCES AND OPEN PROBLEMS.INFORMATION SCIENCES. VOL. 328. ISSUE . P. 26 -41 15 37% 4
2 KARBAUSKAITE, R , DZEMYDA, G , (2015) OPTIMIZATION OF THE MAXIMUM LIKELIHOOD ESTIMATOR FOR DETERMINING THE INTRINSIC DIMENSIONALITY OF HIGH-DIMENSIONAL DATA.INTERNATIONAL JOURNAL OF APPLIED MATHEMATICS AND COMPUTER SCIENCE. VOL. 25. ISSUE 4. P. 895 -913 12 55% 0
3 KARBAUSKAITE, R , DZEMYDA, G , (2014) GEODESIC DISTANCES IN THE INTRINSIC DIMENSIONALITY ESTIMATION USING PACKING NUMBERS.NONLINEAR ANALYSIS-MODELLING AND CONTROL. VOL. 19. ISSUE 4. P. 578 -591 9 56% 0
4 KARBAUSKAITE, R , DZEMYDA, G , (2016) FRACTAL-BASED METHODS AS A TECHNIQUE FOR ESTIMATING THE INTRINSIC DIMENSIONALITY OF HIGH-DIMENSIONAL DATA: A SURVEY.INFORMATICA. VOL. 27. ISSUE 2. P. 257 -281 14 33% 0
5 BERNATAVICIENE, J , DZEMYDA, G , BAZILEVICIUS, G , MEDVEDEV, V , MARCINKEVICIUS, V , TREIGYS, P , (2015) METHOD FOR VISUAL DETECTION OF SIMILARITIES IN MEDICAL STREAMING DATA.INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL. VOL. 10. ISSUE 1. P. 8 -21 6 67% 0
6 MEDVEDEV, V , DZEMYDA, G , KURASOVA, O , MARCINKEVICIUS, V , (2011) EFFICIENT DATA PROJECTION FOR VISUAL ANALYSIS OF LARGE DATA SETS USING NEURAL NETWORKS.INFORMATICA. VOL. 22. ISSUE 4. P. 507-520 5 71% 5
7 KURASOVA, O , MOLYTE, A , (2011) INTEGRATION OF THE SELF-ORGANIZING MAP AND NEURAL GAS WITH MULTIDIMENSIONAL SCALING.INFORMATION TECHNOLOGY AND CONTROL. VOL. 40. ISSUE 1. P. 12 -20 6 60% 0
8 CAMPADELLI, P , CASIRAGHI, E , CERUTI, C , ROZZA, A , (2015) INTRINSIC DIMENSION ESTIMATION: RELEVANT TECHNIQUES AND A BENCHMARK FRAMEWORK.MATHEMATICAL PROBLEMS IN ENGINEERING. VOL. . ISSUE . P. - 13 24% 0
9 MOCKUS, J , (2009) OPTIMAL INSPECTION MODEL AS AN EXAMPLE FOR GRADUATE LEVEL DISTANCE STUDIES.COMPUTER APPLICATIONS IN ENGINEERING EDUCATION. VOL. 17. ISSUE 3. P. 340 -350 4 80% 1
10 LIU, YH , YU, ZW , ZENG, M , WANG, S , (2015) DIMENSION ESTIMATION USING WEIGHTED CORRELATION DIMENSION METHOD.DISCRETE DYNAMICS IN NATURE AND SOCIETY. VOL. . ISSUE . P. - 8 33% 0

Classes with closest relation at Level 1



Rank Class id link
1 30659 PRINCIPAL CURVES//PRINCIPAL MANIFOLD//SUBSPACE CONSTRAINED MEAN SHIFT
2 29148 ELEKTRONIKA IR ELEKTROTECHNIKA//TRANSPORT ELECT TELEMAT//RECOGNIT PROC
3 17082 SIMILARITY SEARCH//HIGH DIMENSIONAL INDEXING//METRIC ACCESS METHODS
4 6851 SELF ORGANIZING MAP//CITEC EXCELLENCE//COMPETITIVE LEARNING
5 36994 MAPPING OF MULTIDIMENSIONAL DATA//METHOD OF PARTICLES//APPROXIMATE MULTIDIMENSIONAL SCALING
6 127 FACE RECOGNITION//DIMENSIONALITY REDUCTION//MANIFOLD LEARNING
7 30456 MEDICAL IMAGE RECOGNITION//INTEGRATED SENSORY INTELLIGENT SYSTEM//SECCIO INTELLIGENCIA ARTIFICIAL
8 12190 JOURNAL OF CLASSIFICATION//HIERARCHICAL CLASSES//PSYCHOMETRIKA
9 11975 GLOBAL OPTIMIZATION//FILLED FUNCTION METHOD//FILLED FUNCTION
10 1362 CORRELATION DIMENSION//SURROGATE DATA//CHAOS

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