Class information for:
Level 1: MAPPING OF MULTIDIMENSIONAL DATA//METHOD OF PARTICLES//APPROXIMATE MULTIDIMENSIONAL SCALING

Basic class information

Class id #P Avg. number of
references
Database coverage
of references
36994 69 27.4 39%



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
36994 1                   MAPPING OF MULTIDIMENSIONAL DATA//METHOD OF PARTICLES//APPROXIMATE MULTIDIMENSIONAL SCALING 69

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 MAPPING OF MULTIDIMENSIONAL DATA authKW 1327639 4% 100% 3
2 METHOD OF PARTICLES authKW 590060 3% 67% 2
3 APPROXIMATE MULTIDIMENSIONAL SCALING authKW 442546 1% 100% 1
4 AUTOMAT HELLEN address 442546 1% 100% 1
5 EARLY HOLOCENE SEA LEVEL RISE authKW 442546 1% 100% 1
6 HUMAN MIGRATIONS AND CULTURAL CHANGE authKW 442546 1% 100% 1
7 IBR 2M authKW 442546 1% 100% 1
8 INDIVIDUAL DIFFERENCE CONTROL authKW 442546 1% 100% 1
9 ISPAHAN authKW 442546 1% 100% 1
10 L 2 PROBABILISTIC DEPENDENCE MEASURE authKW 442546 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 532 23% 0% 16
2 Mathematical & Computational Biology 510 16% 0% 11
3 Computer Science, Theory & Methods 112 12% 0% 8
4 Engineering, Electrical & Electronic 68 20% 0% 14
5 Nuclear Science & Technology 52 9% 0% 6
6 Computer Science, Interdisciplinary Applications 42 7% 0% 5
7 Medical Informatics 35 3% 0% 2
8 Computer Science, Information Systems 28 6% 0% 4
9 Geography, Physical 17 3% 0% 2
10 Engineering, Biomedical 16 4% 0% 3

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 AUTOMAT HELLEN 442546 1% 100% 1
2 POLSERVICE 442546 1% 100% 1
3 CRISTAL POLE GRIFT 221272 1% 50% 1
4 USR3078 202300 6% 11% 4
5 CNRS UMR7600 110635 1% 25% 1
6 CHALKIS TECHNOL 88508 1% 20% 1
7 RECH INTERDISCIPLINAIRE 81943 7% 4% 5
8 IST ITALIANO PALEONTOL UMANA 73756 1% 17% 1
9 RECH INTERDISCIPLINAI 73756 1% 17% 1
10 CNRS USR3078 44253 1% 10% 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 SYSTEMS BIOLOGY 21072 1% 5% 1
2 FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF GRID COMPUTING AND ESCIENCE 10054 3% 1% 2
3 THEORETICAL BIOLOGY AND MEDICAL MODELLING 3522 3% 0% 2
4 HFSP JOURNAL 3276 1% 1% 1
5 PATTERN RECOGNITION LETTERS 2759 9% 0% 6
6 AFIPS CONFERENCE PROCEEDINGS 2696 1% 1% 1
7 PATTERN RECOGNITION 2325 9% 0% 6
8 TRAITEMENT DU SIGNAL 2028 1% 0% 1
9 JOURNAL OF WORLD PREHISTORY 1754 1% 0% 1
10 NDT INTERNATIONAL 1687 1% 0% 1

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 MAPPING OF MULTIDIMENSIONAL DATA 1327639 4% 100% 3 Search MAPPING+OF+MULTIDIMENSIONAL+DATA Search MAPPING+OF+MULTIDIMENSIONAL+DATA
2 METHOD OF PARTICLES 590060 3% 67% 2 Search METHOD+OF+PARTICLES Search METHOD+OF+PARTICLES
3 APPROXIMATE MULTIDIMENSIONAL SCALING 442546 1% 100% 1 Search APPROXIMATE+MULTIDIMENSIONAL+SCALING Search APPROXIMATE+MULTIDIMENSIONAL+SCALING
4 EARLY HOLOCENE SEA LEVEL RISE 442546 1% 100% 1 Search EARLY+HOLOCENE+SEA+LEVEL+RISE Search EARLY+HOLOCENE+SEA+LEVEL+RISE
5 HUMAN MIGRATIONS AND CULTURAL CHANGE 442546 1% 100% 1 Search HUMAN+MIGRATIONS+AND+CULTURAL+CHANGE Search HUMAN+MIGRATIONS+AND+CULTURAL+CHANGE
6 IBR 2M 442546 1% 100% 1 Search IBR+2M Search IBR+2M
7 INDIVIDUAL DIFFERENCE CONTROL 442546 1% 100% 1 Search INDIVIDUAL+DIFFERENCE+CONTROL Search INDIVIDUAL+DIFFERENCE+CONTROL
8 ISPAHAN 442546 1% 100% 1 Search ISPAHAN Search ISPAHAN
9 L 2 PROBABILISTIC DEPENDENCE MEASURE 442546 1% 100% 1 Search L+2+PROBABILISTIC+DEPENDENCE+MEASURE Search L+2+PROBABILISTIC+DEPENDENCE+MEASURE
10 LEAST SQUARES MULTIDIMENSIONAL SCALING 442546 1% 100% 1 Search LEAST+SQUARES+MULTIDIMENSIONAL+SCALING Search LEAST+SQUARES+MULTIDIMENSIONAL+SCALING

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 DZWINEL, W , BLASIAK, J , (1999) METHOD OF PARTICLES IN VISUAL CLUSTERING OF MULTI-DIMENSIONAL AND LARGE DATA SETS.FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF GRID COMPUTING AND ESCIENCE. VOL. 15. ISSUE 3. P. 365 -379 11 61% 17
2 BLASIAK, J , DZWINEL, W , (1998) VISUAL CLUSTERING OF MULTIDIMENSIONAL AND LARGE DATA SETS USING PARALLEL ENVIRONMENTS.HIGH-PERFORMANCE COMPUTING AND NETWORKING. VOL. 1401. ISSUE . P. 403-410 6 86% 1
3 ALADJEM, ME , (1993) A STATISTICAL TECHNIQUE FOR EVALUATING THE SIGNIFICANCE OF CONTROL PARAMETERS OF MAPPING PROCEDURES.PATTERN RECOGNITION LETTERS. VOL. 14. ISSUE 8. P. 631-636 6 100% 0
4 PAWLICZEK, P , DZWINEL, W , YUEN, DA , (2014) VISUAL EXPLORATION OF DATA BY USING MULTIDIMENSIONAL SCALING ON MULTICORE CPU, GPU, AND MPI CLUSTER.CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE. VOL. 26. ISSUE 3. P. 662 -682 7 35% 1
5 ALADJEM, ME , (1993) SIGNIFICANCE OF THE CONTROL PARAMETERS OF A NONPARAMETRIC LINEAR MAPPING PROCEDURE.PATTERN RECOGNITION LETTERS. VOL. 14. ISSUE 8. P. 637-645 4 100% 0
6 DIMA, M , PEPELYSHEV, Y , (2013) EXTRACTION OF MECHANICAL-REACTIVITY INFLUENCES FROM NEUTRON NOISE SPECTRA AT THE IBR-2 REACTOR.CHINESE PHYSICS LETTERS. VOL. 30. ISSUE 7. P. - 3 60% 0
7 LESNE, A , (2009) SYSTEMS BIOLOGY: THE MULTISCALE ORGANIZATION OF LIVING SYSTEMS.M S-MEDECINE SCIENCES. VOL. 25. ISSUE 6-7. P. 585-587 3 60% 6
8 LESNE, A , BENECKE, A , (2008) FEATURE CONTEXT-DEPENDENCY AND COMPLEXITY-REDUCTION IN PROBABILITY LANDSCAPES FOR INTEGRATIVE GENOMICS.THEORETICAL BIOLOGY AND MEDICAL MODELLING. VOL. 5. ISSUE . P. - 3 60% 3
9 DZWINEL, W , PEPYOLYSHEV, YN , JANICZAK, K , (2003) PREDICTING OF SLOW NOISE AND VIBRATION SPECTRA DEGRADATION IN THE IBR-2 PULSED NEUTRON SOURCE USING A NEURAL NETWORK SIMULATOR.PROGRESS IN NUCLEAR ENERGY. VOL. 43. ISSUE 1-4. P. 145-150 2 100% 2
10 ALADJEM, M , DINSTEIN, I , (1992) LINEAR MAPPINGS OF LOCAL DATA-STRUCTURES.PATTERN RECOGNITION LETTERS. VOL. 13. ISSUE 3. P. 153-159 3 100% 0

Classes with closest relation at Level 1



Rank Class id link
1 26534 PROJECTION PURSUIT//SPHERING//POSTERIOR CLASS PROBABILITIES
2 31572 UNIFYING METRIC APPROACH//2 LEVEL PATTERN RECOGNITION//EVOLVING TRANSFORMATION SYSTEMS
3 34430 SEAMLINE NETWORK//MICROSCOPICA ACTA//SEAMLESS MOSAIC
4 35333 AGILEMEDIA TEAM//ANTISTEALTH INFORMATION SYSTEM//BME HIRADASTECH TANSZEK
5 30929 RF FINGERPRINT//RADIO FREQUENCY FINGERPRINTING//RADIOMETRIC IDENTIFICATION
6 29739 PRECURSOR MODEL//INFORMAT SYST LANGUAGES SOFTWARE ENGN//PUPILS REPRESENTATIONS
7 34182 DISTANCE STUDIES//INTRINSIC DIMENSIONALITY ESTIMATION//INTRINSIC DIMENSION ESTIMATION
8 25964 SHORT TERM SPECTRAL PATTERNS//EEG MICROSTATES//MICROSTATES
9 37466 AD TAT BIOL FOR GRP//GERANIO ALLIETUM//MULTIVARIATE INFORMATION BOTTLENECK
10 16111 HALF FLUXES//MAXIMUM ENTROPY CLOSURE//M 1 MODEL

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