Class information for:
Level 1: PARTIAL DIRECTED COHERENCE//GRANGER CAUSALITY//TRANSFER ENTROPY

Basic class information
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
14 4 MATHEMATICS//MATHEMATICS, APPLIED//MATH 912822
399 3       COMPLEX NETWORKS//PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS//ECONOPHYSICS 31484
1571 2             CHAOTIC TIME SERIES//CORRELATION DIMENSION//RECURRENCE PLOT 7546
9634 1                   PARTIAL DIRECTED COHERENCE//GRANGER CAUSALITY//TRANSFER ENTROPY 1167

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 PARTIAL DIRECTED COHERENCE authKW 865772 4% 70% 46
2 GRANGER CAUSALITY authKW 779862 15% 17% 173
3 TRANSFER ENTROPY authKW 723770 5% 48% 56
4 DIRECTED TRANSFER FUNCTION authKW 557436 3% 61% 34
5 BIOSEGNALI address 198852 1% 82% 9
6 EFFECTIVE CONNECTIVITY authKW 168889 5% 12% 54
7 FDM address 135700 1% 36% 14
8 MULTIVARIATE AUTOREGRESSIVE MVAR MODEL authKW 135025 0% 100% 5
9 PARTIAL DIRECTED COHERENCE PDC authKW 128663 1% 53% 9
10 DIRECTED COHERENCE authKW 123445 1% 57% 8

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Neuroimaging 3972 7% 0% 86
2 Neurosciences 3439 33% 0% 380
3 Physics, Mathematical 3313 15% 0% 179
4 Physics, Fluids & Plasmas 2388 11% 0% 134
5 Mathematical & Computational Biology 1564 7% 0% 82
6 Engineering, Biomedical 1506 10% 0% 111
7 Physics, Multidisciplinary 962 14% 0% 169
8 Computer Science, Cybernetics 655 2% 0% 27
9 Radiology, Nuclear Medicine & Medical Imaging 398 8% 0% 97
10 Mathematics, Interdisciplinary Applications 347 4% 0% 51

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 BIOSEGNALI 198852 1% 82% 9
2 FDM 135700 1% 36% 14
3 TI INNOVAT TECHNOL SIGNAL DETECT PROC 97214 1% 60% 6
4 NONLINEAR DYNAM SYNERGET GRP 86415 0% 80% 4
5 NEUROPHYS NEUROPHYSIOL 81015 0% 100% 3
6 FREIBURG DATA ANAL MODELING 80361 1% 19% 16
7 MEG UNIT 75000 1% 28% 10
8 SARATOV BRANCH 70023 3% 7% 35
9 HELMHOLTZ RADIAT NUCL PHYS 66746 1% 16% 15
10 COMP ENGN COMP SCI MATH 61722 0% 57% 4

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 ENTROPY 19212 4% 2% 41
2 JOURNAL OF NEUROSCIENCE METHODS 9717 4% 1% 52
3 FRONTIERS IN NEUROINFORMATICS 9293 1% 3% 10
4 NEUROIMAGE 8406 5% 0% 64
5 PHYSICAL REVIEW E 6905 10% 0% 119
6 BRAIN TOPOGRAPHY 5679 1% 2% 13
7 BIOLOGICAL CYBERNETICS 5515 2% 1% 25
8 IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING 4839 3% 0% 38
9 FRONTIERS IN COMPUTATIONAL NEUROSCIENCE 2925 1% 1% 10
10 NEUROINFORMATICS 2856 1% 2% 6

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 PARTIAL DIRECTED COHERENCE 865772 4% 70% 46 Search PARTIAL+DIRECTED+COHERENCE Search PARTIAL+DIRECTED+COHERENCE
2 GRANGER CAUSALITY 779862 15% 17% 173 Search GRANGER+CAUSALITY Search GRANGER+CAUSALITY
3 TRANSFER ENTROPY 723770 5% 48% 56 Search TRANSFER+ENTROPY Search TRANSFER+ENTROPY
4 DIRECTED TRANSFER FUNCTION 557436 3% 61% 34 Search DIRECTED+TRANSFER+FUNCTION Search DIRECTED+TRANSFER+FUNCTION
5 EFFECTIVE CONNECTIVITY 168889 5% 12% 54 Search EFFECTIVE+CONNECTIVITY Search EFFECTIVE+CONNECTIVITY
6 MULTIVARIATE AUTOREGRESSIVE MVAR MODEL 135025 0% 100% 5 Search MULTIVARIATE+AUTOREGRESSIVE+MVAR+MODEL Search MULTIVARIATE+AUTOREGRESSIVE+MVAR+MODEL
7 PARTIAL DIRECTED COHERENCE PDC 128663 1% 53% 9 Search PARTIAL+DIRECTED+COHERENCE+PDC Search PARTIAL+DIRECTED+COHERENCE+PDC
8 DIRECTED COHERENCE 123445 1% 57% 8 Search DIRECTED+COHERENCE Search DIRECTED+COHERENCE
9 COUPLING DIRECTION 121520 1% 75% 6 Search COUPLING+DIRECTION Search COUPLING+DIRECTION
10 DIRECTED TRANSFER FUNCTION DTF 121514 1% 50% 9 Search DIRECTED+TRANSFER+FUNCTION+DTF Search DIRECTED+TRANSFER+FUNCTION+DTF

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.

Classes with closest relation at Level 1


rank cluster_id2 link
1 14615 RECURRENCE PLOT//RECURRENCE QUANTIFICATION ANALYSIS//RECURRENCE QUANTIFICATION
2 6344 CONNECTOME//GRAPH THEORY//BRAIN NETWORKS
3 22905 PERMUTATION ENTROPY//ORDINAL PATTERNS//CHAOS BIOL GRP
4 20014 EPSILON MACHINE//SYMBOLIC TIME SERIES ANALYSIS//PROBABILISTIC FINITE STATE AUTOMATA
5 12303 NEURAL FIELD//NEURAL MASS MODEL//NEURAL FIELD THEORY
6 4186 SEIZURE DETECTION//SEIZURE PREDICTION//ELECTROENCEPHALOGRAM EEG SIGNALS
7 1327 THETA//ALPHA//CROSS FREQUENCY COUPLING
8 21618 CONSCIOUSNESS SCI//BURST SUPPRESSION//GUIZHOU ANESTHESIA ORGAN PROTECT
9 25730 ELECTROCORTICOGRAPHY//HIGH FREQUENCY OSCILLATIONS HFOS//PEDIATRIC EPILEPSY SURGERY
10 21020 MULTISCALE ENTROPY//BIOMED ELECT ENGN//SAMPLE ENTROPY

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