Class information for:
Level 1: CORRELATION DIMENSION//SURROGATE DATA//CHAOS

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
1362 2698 26.2 59%


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
15 4 MATHEMATICS//MATHEMATICS, APPLIED//MATH 719832
197 3       CHAOS//INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS//PHYSICS, MATHEMATICAL 53660
219 2             CHAOS//CHAOTIC SYSTEM//INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS 20624
1362 1                   CORRELATION DIMENSION//SURROGATE DATA//CHAOS 2698

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 CORRELATION DIMENSION authKW 489941 5% 31% 141
2 SURROGATE DATA authKW 165072 2% 32% 46
3 CHAOS authKW 113152 10% 4% 281
4 NONLINEAR PREDICTION authKW 106571 1% 30% 31
5 PL DYNAM OPTIMIZAT address 102106 1% 48% 19
6 PHASE SPACE RECONSTRUCTION authKW 101862 1% 24% 37
7 EMBEDDING DIMENSION authKW 94402 1% 38% 22
8 CHAOTIC TIME SERIES authKW 84342 1% 22% 34
9 ATTRACTOR RECONSTRUCTION authKW 76483 0% 52% 13
10 LYAPUNOV EXPONENT authKW 72747 4% 6% 107

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 Physics, Mathematical 28877 29% 0% 785
2 Physics, Multidisciplinary 12360 32% 0% 855
3 Mathematics, Applied 5579 19% 0% 511
4 Mathematics, Interdisciplinary Applications 4463 10% 0% 259
5 Physics, Fluids & Plasmas 3595 9% 0% 253
6 Meteorology & Atmospheric Sciences 482 4% 0% 120
7 Computer Science, Cybernetics 400 1% 0% 33
8 Medical Informatics 336 2% 0% 41
9 Mechanics 278 5% 0% 123
10 Computer Science, Artificial Intelligence 270 3% 0% 87

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 PL DYNAM OPTIMIZAT 102106 1% 48% 19
2 MODELAGEM ANAL CONTROLE SISTEMAS NAO LINEAR 39599 0% 50% 7
3 CORIA UMR 6614 37105 1% 17% 19
4 SPORTS BIOMECH INFORMAT SCI ENGN 25862 0% 57% 4
5 KENTUCKY WATER 25459 0% 75% 3
6 ARTHUR P NOYES CLIN 22632 0% 100% 2
7 CNRS UPS CNES IRD 22632 0% 100% 2
8 STRUCT ENGN 0085 22632 0% 100% 2
9 MECHATRON CONTROL SYST 20366 0% 60% 3
10 GRP ANAL TOPOL MODELISAT SYST DYNAM 16971 0% 50% 3

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 PHYSICA D-NONLINEAR PHENOMENA 41052 6% 2% 152
2 INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS 35690 5% 2% 132
3 CHAOS 35503 4% 3% 107
4 PHYSICA D 13668 1% 4% 30
5 PHYSICAL REVIEW E 9613 8% 0% 215
6 PHYSICS LETTERS A 7531 6% 0% 149
7 CHAOS SOLITONS & FRACTALS 7363 3% 1% 72
8 NONLINEAR PROCESSES IN GEOPHYSICS 4559 1% 2% 22
9 FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY 2492 1% 1% 16
10 BULLETIN BRAZILIAN MATHEMATICAL SOCIETY 1615 0% 14% 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 CORRELATION DIMENSION 489941 5% 31% 141 Search CORRELATION+DIMENSION Search CORRELATION+DIMENSION
2 SURROGATE DATA 165072 2% 32% 46 Search SURROGATE+DATA Search SURROGATE+DATA
3 CHAOS 113152 10% 4% 281 Search CHAOS Search CHAOS
4 NONLINEAR PREDICTION 106571 1% 30% 31 Search NONLINEAR+PREDICTION Search NONLINEAR+PREDICTION
5 PHASE SPACE RECONSTRUCTION 101862 1% 24% 37 Search PHASE+SPACE+RECONSTRUCTION Search PHASE+SPACE+RECONSTRUCTION
6 EMBEDDING DIMENSION 94402 1% 38% 22 Search EMBEDDING+DIMENSION Search EMBEDDING+DIMENSION
7 CHAOTIC TIME SERIES 84342 1% 22% 34 Search CHAOTIC+TIME+SERIES Search CHAOTIC+TIME+SERIES
8 ATTRACTOR RECONSTRUCTION 76483 0% 52% 13 Search ATTRACTOR+RECONSTRUCTION Search ATTRACTOR+RECONSTRUCTION
9 LYAPUNOV EXPONENT 72747 4% 6% 107 Search LYAPUNOV+EXPONENT Search LYAPUNOV+EXPONENT
10 SCALE DEPENDENT LYAPUNOV EXPONENT 67896 0% 100% 6 Search SCALE+DEPENDENT+LYAPUNOV+EXPONENT Search SCALE+DEPENDENT+LYAPUNOV+EXPONENT

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 SIVAKUMAR, B , (2004) CHAOS THEORY IN GEOPHYSICS: PAST, PRESENT AND FUTURE.CHAOS SOLITONS & FRACTALS. VOL. 19. ISSUE 2. P. 441 -462 73 89% 93
2 KEDRA, M , (2014) DETERMINISTIC CHAOTIC DYNAMICS OF RABA RIVER FLOW (POLISH CARPATHIAN MOUNTAINS).JOURNAL OF HYDROLOGY. VOL. 509. ISSUE . P. 474-503 60 92% 2
3 ABARBANEL, HDI , BROWN, R , SIDOROWICH, JJ , TSIMRING, LS , (1993) THE ANALYSIS OF OBSERVED CHAOTIC DATA IN PHYSICAL SYSTEMS.REVIEWS OF MODERN PHYSICS. VOL. 65. ISSUE 4. P. 1331-1392 72 62% 1036
4 HEGGER, R , KANTZ, H , SCHREIBER, T , (1999) PRACTICAL IMPLEMENTATION OF NONLINEAR TIME SERIES METHODS: THE TISEAN PACKAGE.CHAOS. VOL. 9. ISSUE 2. P. 413 -435 47 81% 813
5 LETELLIER, C , AGUIRRE, LA , (2009) MODELING NONLINEAR DYNAMICS AND CHAOS: A REVIEW.MATHEMATICAL PROBLEMS IN ENGINEERING. VOL. . ISSUE . P. - 93 53% 20
6 BRADLEY, E , KANTZ, H , (2015) NONLINEAR TIME-SERIES ANALYSIS REVISITED.CHAOS. VOL. 25. ISSUE 9. P. - 42 79% 12
7 UZAL, LC , GRINBLAT, GL , VERDES, PF , (2011) OPTIMAL RECONSTRUCTION OF DYNAMICAL SYSTEMS: A NOISE AMPLIFICATION APPROACH.PHYSICAL REVIEW E. VOL. 84. ISSUE 1. P. - 46 94% 6
8 SCHREIBER, T , (1999) INTERDISCIPLINARY APPLICATION OF NONLINEAR TIME SERIES METHODS.PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS. VOL. 308. ISSUE 1. P. 2 -64 91 59% 62
9 PORPORATO, A , RIDOLFI, L , (1997) NONLINEAR ANALYSIS OF RIVER FLOW TIME SEQUENCES.WATER RESOURCES RESEARCH. VOL. 33. ISSUE 6. P. 1353 -1367 63 83% 113
10 KIM, HS , LEE, KH , KYOUNG, MS , SIVAKUMAR, B , LEE, ET , (2009) MEASURING NONLINEAR DEPENDENCE IN HYDROLOGIC TIME SERIES.STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. VOL. 23. ISSUE 7. P. 907 -916 46 87% 4

Classes with closest relation at Level 1


Rank Class id link
1 24896 CHAOTIC TIME SERIES//WEAK SIGNAL DETECTION//NONLINEAR ADAPTIVE PREDICTION
2 21918 BICORRELATION//SECTORAL SHARES//TRICORRELATION
3 37557 CRITICAL EXPONENT METHOD//PHONEME ATTRACTOR//RECONSTRUCTED PHASE SPACES RPSS
4 14414 RECURRENCE PLOT//RECURRENCE QUANTIFICATION ANALYSIS//RECURRENCE QUANTIFICATION
5 25073 ION CHANNEL PROPERTIES//FORWARD ACCUMULATION//PERFECT MODEL SCENARIO
6 15360 LOCAL LYAPUNOV EXPONENT//LOCAL EXPANSION RATE//MEAN LYAPUNOV EXPONENT
7 4458 SEIZURE PREDICTION//SEIZURE DETECTION//ELECTROENCEPHALOGRAM EEG SIGNALS
8 24833 SINGULAR SPECTRUM ANALYSIS//WINDOW LENGTH//LINEAR RECURRENT FORMULA
9 19428 MULTISCALE ENTROPY//SAMPLE ENTROPY//APPROXIMATE ENTROPY
10 21525 MORSE SMALE DIFFEOMORPHISM//MATH 4408//NMS SYSTEMS

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