Class information for:
Level 1: COMP SCI LIX//DEFORMED EXPONENTIAL FAMILY//HESSIAN MANIFOLD

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
678 3       UNITARILY INVARIANT NORM//NONEXTENSIVE STATISTICAL MECHANICS//OPERATOR INEQUALITY 8932
1877 2             UNITARILY INVARIANT NORM//NONEXTENSIVE STATISTICAL MECHANICS//OPERATOR INEQUALITY 6363
33792 1                   COMP SCI LIX//DEFORMED EXPONENTIAL FAMILY//HESSIAN MANIFOLD 134

Terms with highest relevance score



rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 COMP SCI LIX address 735001 4% 63% 5
2 DEFORMED EXPONENTIAL FAMILY authKW 705605 2% 100% 3
3 HESSIAN MANIFOLD authKW 705605 2% 100% 3
4 INFORMATION GEOMETRY authKW 578915 18% 10% 24
5 CANONICAL DIVERGENCE authKW 470403 1% 100% 2
6 DECOMPOSABLE DIVERGENCE authKW 470403 1% 100% 2
7 DUALLY FLAT STRUCTURE authKW 470403 1% 100% 2
8 EQUIAFFINE STRUCTURE authKW 470403 1% 100% 2
9 BREGMAN DIVERGENCE authKW 457669 9% 16% 12
10 BREGMAN INFORMATION authKW 313601 1% 67% 2

Web of Science journal categories



chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Physics, Multidisciplinary 410 26% 0% 35
2 Mathematics 200 18% 0% 24
3 Physics, Mathematical 195 11% 0% 15
4 Computer Science, Information Systems 194 10% 0% 14
5 Computer Science, Artificial Intelligence 192 10% 0% 14
6 Engineering, Electrical & Electronic 107 19% 0% 25
7 Mathematics, Applied 99 12% 0% 16
8 Physics, Fluids & Plasmas 50 5% 0% 7
9 Computer Science, Theory & Methods 37 5% 0% 7
10 Computer Science, Cybernetics 30 1% 0% 2

Address terms



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 COMP SCI LIX 735001 4% 63% 5
2 COMP VIS MULTIMEDIA VIPER 235202 1% 100% 1
3 CRYPTOG SECUR IKS 235202 1% 100% 1
4 CS LIX 235202 1% 100% 1
5 GEOMETRICA 117600 1% 50% 1
6 JOSEPH LOUIS LAGRANGE 117600 1% 50% 1
7 AIR TRAFF MANAGEMENT BUR 58799 1% 25% 1
8 CNRSOCA 58799 1% 25% 1
9 COMP SCI INFORMAT TECHNOL MATH PHYS 58799 1% 25% 1
10 UMR 5524 47039 1% 20% 1

Journals



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 ENTROPY 39944 15% 1% 20
2 DIFFERENTIAL GEOMETRY AND ITS APPLICATIONS 6735 4% 0% 6
3 JAPAN JOURNAL OF INDUSTRIAL AND APPLIED MATHEMATICS 4341 2% 1% 3
4 IEEE SIGNAL PROCESSING LETTERS 3269 6% 0% 8
5 IEEE TRANSACTIONS ON INFORMATION THEORY 1976 7% 0% 9
6 NEURAL COMPUTATION 1448 3% 0% 4
7 REVISTA DE LA UNION MATEMATICA ARGENTINA 1334 1% 1% 1
8 COMMUNICATIONS IN MATHEMATICAL SCIENCES 1201 1% 0% 2
9 JOURNAL OF AEROSPACE INFORMATION SYSTEMS 1118 1% 0% 1
10 TOHOKU MATHEMATICAL JOURNAL 750 1% 0% 2

Author Key Words



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 DEFORMED EXPONENTIAL FAMILY 705605 2% 100% 3 Search DEFORMED+EXPONENTIAL+FAMILY Search DEFORMED+EXPONENTIAL+FAMILY
2 HESSIAN MANIFOLD 705605 2% 100% 3 Search HESSIAN+MANIFOLD Search HESSIAN+MANIFOLD
3 INFORMATION GEOMETRY 578915 18% 10% 24 Search INFORMATION+GEOMETRY Search INFORMATION+GEOMETRY
4 CANONICAL DIVERGENCE 470403 1% 100% 2 Search CANONICAL+DIVERGENCE Search CANONICAL+DIVERGENCE
5 DECOMPOSABLE DIVERGENCE 470403 1% 100% 2 Search DECOMPOSABLE+DIVERGENCE Search DECOMPOSABLE+DIVERGENCE
6 DUALLY FLAT STRUCTURE 470403 1% 100% 2 Search DUALLY+FLAT+STRUCTURE Search DUALLY+FLAT+STRUCTURE
7 EQUIAFFINE STRUCTURE 470403 1% 100% 2 Search EQUIAFFINE+STRUCTURE Search EQUIAFFINE+STRUCTURE
8 BREGMAN DIVERGENCE 457669 9% 16% 12 Search BREGMAN+DIVERGENCE Search BREGMAN+DIVERGENCE
9 BREGMAN INFORMATION 313601 1% 67% 2 Search BREGMAN+INFORMATION Search BREGMAN+INFORMATION
10 BURBEA RAO DIVERGENCE 313601 1% 67% 2 Search BURBEA+RAO+DIVERGENCE Search BURBEA+RAO+DIVERGENCE

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 35842 MULTITIME MAXIMUM PRINCIPLE//MATH INFORMAT 1//MULTITIME DYNAMIC PROGRAMMING
2 12382 POWER DIVERGENCE//MINIMUM PHI DIVERGENCE ESTIMATOR//PHI DIVERGENCE MEASURE
3 20475 AFFINE DIFFERENTIAL GEOMETRY//AFFINE SPHERE//AFFINE HYPERSPHERES
4 24777 GENERALIZED MAXIMUM ENTROPY//DISCRETE PROBABILITY FUNCTION//GENERALIZED CROSS ENTROPY
5 2927 NONEXTENSIVE STATISTICAL MECHANICS//NONEXTENSIVE STATISTICS//TSALLIS STATISTICS
6 6843 UNITARILY INVARIANT NORM//OPERATOR INEQUALITY//OPERATOR MONOTONE FUNCTION
7 37786 CLASS SPECIFIC FEATURES//FIXED THRESHOLD SEQUENTIAL MINIMAL OPTIMIZATION//WORD SPACING
8 15037 NONNEGATIVE MATRIX FACTORIZATION//NONNEGATIVE MATRIX FACTORIZATION NMF//CONCEPT FACTORIZATION
9 27911 PRINCIPAL POINTS//SELECTIVE ASSEMBLY//BATCH SELECTIVE ASSEMBLY
10 6714 SADDLEPOINT APPROXIMATION//BARTLETT CORRECTION//NUISANCE PARAMETERS

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