Class information for:
Level 1: IMPLICIT LINEAR OPERATORS//MATRIX DIAGONAL EXTRACTION//TRACE ESTIMATION

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
35642 94 28.3 43%


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
16 4 ENGINEERING, CIVIL//CONSTRUCTION & BUILDING TECHNOLOGY//MECHANICS 627508
353 3       GEOPHYSICS//GEOPHYSICAL PROSPECTING//GEOCHEMISTRY & GEOPHYSICS 35074
726 2             GEOPHYSICS//JOURNAL OF APPLIED GEOPHYSICS//MAGNETOTELLURICS 12661
35642 1                   IMPLICIT LINEAR OPERATORS//MATRIX DIAGONAL EXTRACTION//TRACE ESTIMATION 94

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 IMPLICIT LINEAR OPERATORS authKW 649694 2% 100% 2
2 MATRIX DIAGONAL EXTRACTION authKW 649694 2% 100% 2
3 TRACE ESTIMATION authKW 649694 2% 100% 2
4 MATRIX MOMENTS authKW 584723 3% 60% 3
5 BAYESIAN OPTIMAL EXPERIMENTAL DESIGN authKW 433128 2% 67% 2
6 RANDOMIZED TRACE ESTIMATOR authKW 433128 2% 67% 2
7 AZIMUTHAL GAP OF STATIONS authKW 324847 1% 100% 1
8 BAYESIAN INFERENCE IN HILBERT SPACE authKW 324847 1% 100% 1
9 BLAVANTIK COMP SCI address 324847 1% 100% 1
10 CONVEXITY VERIFICATION authKW 324847 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 Geochemistry & Geophysics 989 29% 0% 27
2 Mathematics, Applied 967 40% 0% 38
3 Physics, Mathematical 122 11% 0% 10
4 Computer Science, Theory & Methods 101 10% 0% 9
5 Computer Science, Interdisciplinary Applications 82 9% 0% 8
6 Computer Science, Hardware & Architecture 76 5% 0% 5
7 Statistics & Probability 37 5% 0% 5
8 Computer Science, Software Engineering 25 4% 0% 4
9 GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY 21 2% 0% 2
10 Operations Research & Management Science 14 3% 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 BLAVANTIK COMP SCI 324847 1% 100% 1
2 LEHRSTUHL PROZESSTECHNIK 324847 1% 100% 1
3 TRAINING GRP EVALUAT COUPLED NUMER PARTIAL MO 324847 1% 100% 1
4 UMR 7608 CNRS 324847 1% 100% 1
5 COMP SCI SCI COMP COMPUTAT MATH PROGRAM 162423 1% 50% 1
6 CLIMATE IMPACTS NAT OURCE SYST 108281 1% 33% 1
7 MATH EARTH OCEAN SCI 40604 1% 13% 1
8 NDC 32483 1% 10% 1
9 UFR MATH PU PL 32122 3% 3% 3
10 BUSINESS ANALYT MATH SCI 30934 2% 5% 2

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 OILFIELD REVIEW 8547 1% 3% 1
2 GEOPHYSICS 6303 13% 0% 12
3 INVERSE PROBLEMS 6083 9% 0% 8
4 ELECTRONIC TRANSACTIONS ON NUMERICAL ANALYSIS 5141 3% 1% 3
5 GEOPHYSICAL JOURNAL INTERNATIONAL 3552 11% 0% 10
6 SIAM REVIEW 3466 3% 0% 3
7 SIAM JOURNAL ON SCIENTIFIC COMPUTING 3380 6% 0% 6
8 GEOFIZIKA 3034 1% 1% 1
9 INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS 2398 2% 0% 2
10 INVERSE PROBLEMS IN ENGINEERING 2270 1% 1% 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 IMPLICIT LINEAR OPERATORS 649694 2% 100% 2 Search IMPLICIT+LINEAR+OPERATORS Search IMPLICIT+LINEAR+OPERATORS
2 MATRIX DIAGONAL EXTRACTION 649694 2% 100% 2 Search MATRIX+DIAGONAL+EXTRACTION Search MATRIX+DIAGONAL+EXTRACTION
3 TRACE ESTIMATION 649694 2% 100% 2 Search TRACE+ESTIMATION Search TRACE+ESTIMATION
4 MATRIX MOMENTS 584723 3% 60% 3 Search MATRIX+MOMENTS Search MATRIX+MOMENTS
5 BAYESIAN OPTIMAL EXPERIMENTAL DESIGN 433128 2% 67% 2 Search BAYESIAN+OPTIMAL+EXPERIMENTAL+DESIGN Search BAYESIAN+OPTIMAL+EXPERIMENTAL+DESIGN
6 RANDOMIZED TRACE ESTIMATOR 433128 2% 67% 2 Search RANDOMIZED+TRACE+ESTIMATOR Search RANDOMIZED+TRACE+ESTIMATOR
7 AZIMUTHAL GAP OF STATIONS 324847 1% 100% 1 Search AZIMUTHAL+GAP+OF+STATIONS Search AZIMUTHAL+GAP+OF+STATIONS
8 BAYESIAN INFERENCE IN HILBERT SPACE 324847 1% 100% 1 Search BAYESIAN+INFERENCE+IN+HILBERT+SPACE Search BAYESIAN+INFERENCE+IN+HILBERT+SPACE
9 CONVEXITY VERIFICATION 324847 1% 100% 1 Search CONVEXITY+VERIFICATION Search CONVEXITY+VERIFICATION
10 DIPPING SCATTERERS 324847 1% 100% 1 Search DIPPING+SCATTERERS Search DIPPING+SCATTERERS

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 COLES, D , PRANGE, M , DJIKPESSE, H , (2015) OPTIMAL SURVEY DESIGN FOR BIG DATA.GEOPHYSICS. VOL. 80. ISSUE 3. P. P11 -P22 20 67% 0
2 PRANGE, M , COLES, D , (2012) TOWARD EFFICIENT COMPUTATION OF THE EXPECTED RELATIVE ENTROPY FOR NONLINEAR EXPERIMENTAL DESIGN.INVERSE PROBLEMS. VOL. 28. ISSUE 5. P. - 16 76% 1
3 RAWLINSON, ZJ , TOWNEND, J , ARNOLD, R , BANNISTER, S , (2012) DERIVATION AND IMPLEMENTATION OF A NONLINEAR EXPERIMENTAL DESIGN CRITERION AND ITS APPLICATION TO SEISMIC NETWORK EXPANSION AT KAWERAU GEOTHERMAL FIELD, NEW ZEALAND.GEOPHYSICAL JOURNAL INTERNATIONAL. VOL. 191. ISSUE 2. P. 686-694 17 68% 2
4 COLES, D , CURTIS, A , (2011) EFFICIENT NONLINEAR BAYESIAN SURVEY DESIGN USING D-N OPTIMIZATION.GEOPHYSICS. VOL. 76. ISSUE 2. P. Q1 -Q8 14 74% 2
5 COLES, D , YANG, Y , DJIKPESSE, H , PRANGE, M , OSYPOV, K , (2013) OPTIMAL NONLINEAR DESIGN OF MARINE BOREHOLE SEISMIC SURVEYS.GEOPHYSICS. VOL. 78. ISSUE 3. P. WB17 -WB29 11 79% 0
6 MAURER, H , CURTIS, A , BOERNER, DE , (2010) RECENT ADVANCES IN OPTIMIZED GEOPHYSICAL SURVEY DESIGN.GEOPHYSICS. VOL. 75. ISSUE 5. P. A177 -A194 17 50% 22
7 GUEST, T , CURTIS, A , (2011) ON STANDARD AND OPTIMAL DESIGNS OF INDUSTRIAL-SCALE 2-D SEISMIC SURVEYS.GEOPHYSICAL JOURNAL INTERNATIONAL. VOL. 186. ISSUE 2. P. 825 -836 14 48% 5
8 KHODJA, MR , PRANGE, MD , DJIKPESSE, HA , (2010) GUIDED BAYESIAN OPTIMAL EXPERIMENTAL DESIGN.INVERSE PROBLEMS. VOL. 26. ISSUE 5. P. - 11 61% 11
9 CURTIS, A , MICHELINI, A , LESLIE, D , LOMAX, A , (2004) A DETERMINISTIC ALGORITHM FOR EXPERIMENTAL DESIGN APPLIED TO TOMOGRAPHIC AND MICROSEISMIC MONITORING SURVEYS.GEOPHYSICAL JOURNAL INTERNATIONAL. VOL. 157. ISSUE 2. P. 595-606 8 89% 26
10 WU, LF , LAEUCHLI, J , KALANTZIS, V , STATHOPOULOS, A , GALLOPOULOS, E , (2016) ESTIMATING THE TRACE OF THE MATRIX INVERSE BY INTERPOLATING FROM THE DIAGONAL OF AN APPROXIMATE INVERSE.JOURNAL OF COMPUTATIONAL PHYSICS. VOL. 326. ISSUE . P. 828 -844 10 50% 1

Classes with closest relation at Level 1


Rank Class id link
1 21213 SMOOTHING SPLINES//GENERALIZED CROSS VALIDATION//SMOOTHING PARAMETER
2 9031 D OPTIMALITY//APPROXIMATE DESIGN//C OPTIMALITY
3 1834 ELECTRICAL RESISTIVITY TOMOGRAPHY//ELECTRICAL RESISTIVITY IMAGING//JOURNAL OF APPLIED GEOPHYSICS
4 21051 H MATRICES//MINIMUM EIGENVALUE//DIAGONAL DOMINANCE
5 4176 GMRES//MULTIPLE RIGHT HAND SIDES//NONSYMMETRIC LINEAR SYSTEMS
6 32318 ANDREWS PLOTS//IDENTIFICATION OF DATA//ENVIRONM ENGN MINERAL PROC
7 7195 GEOPHYSICS//AVO//AVO INVERSION
8 33963 IND PLICABLE MATH//JOINT CHANNEL ESTIMATION JCE//MULTI USER JOINT DETECTION MUJD
9 13807 BULLETIN OF THE SEISMOLOGICAL SOCIETY OF AMERICA//LT INC//AUTOMATIC PICKING
10 7830 ILL POSED PROBLEM//DISCREPANCY PRINCIPLE//TIKHONOV REGULARIZATION

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