Class information for:
Level 1: CAVITY AND REPLICA METHOD//MESSAGE PASSING ALGORITHMS//NEURAL COMP GRP

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
300 3       PHYSICS, MATHEMATICAL//JOURNAL OF STATISTICAL PHYSICS//ISING MODEL 41590
1025 2             ANNALS OF PROBABILITY//BRANCHING RANDOM WALK//BRANCHING PROCESS 10542
9932 1                   CAVITY AND REPLICA METHOD//MESSAGE PASSING ALGORITHMS//NEURAL COMP GRP 1139

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 CAVITY AND REPLICA METHOD authKW 624943 4% 47% 48
2 MESSAGE PASSING ALGORITHMS authKW 522692 4% 41% 46
3 NEURAL COMP GRP address 273681 3% 27% 36
4 SATISFIABILITY authKW 263246 6% 15% 63
5 K SAT authKW 225952 1% 58% 14
6 NUMBER PARTITIONING authKW 209240 1% 69% 11
7 SURVEY PROPAGATION authKW 203741 1% 82% 9
8 RANDOM FORMULAS authKW 196756 1% 89% 8
9 SEARCH PHASE TRANSITIONS authKW 166014 1% 100% 6
10 RANDOM CONSTRAINT SATISFACTION PROBLEMS authKW 142296 1% 86% 6

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Physics, Mathematical 11803 29% 0% 326
2 Computer Science, Theory & Methods 4035 17% 0% 191
3 Physics, Fluids & Plasmas 2491 12% 0% 135
4 Mathematics, Applied 1825 17% 0% 192
5 Computer Science, Artificial Intelligence 1752 11% 0% 123
6 Computer Science, Software Engineering 1467 9% 0% 99
7 Mathematics 1210 15% 0% 175
8 Physics, Multidisciplinary 777 13% 0% 152
9 Computer Science, Information Systems 754 7% 0% 83
10 Mechanics 455 8% 0% 90

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 NEURAL COMP GRP 273681 3% 27% 36
2 COMPUTAT INTELLIGENCE SYST SCI 63766 3% 7% 35
3 ENS ASSOCIEE 55338 0% 100% 2
4 SOFTWARE DEV ENVIRONM 46740 1% 24% 7
5 HENRI POINCARE GRP COMPLEX SYST 42357 1% 22% 7
6 ALGORTHM PROJECT 27669 0% 100% 1
7 AO TEAM 27669 0% 100% 1
8 ASSOCIEE UPMC 27669 0% 100% 1
9 CCS BASIC PL SIMULAT SCI 5 27669 0% 100% 1
10 COMBINATOR GRP 27669 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 RANDOM STRUCTURES & ALGORITHMS 77197 5% 5% 58
2 JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT 55932 8% 2% 87
3 COMBINATORICS PROBABILITY & COMPUTING 11685 2% 2% 20
4 ARTIFICIAL INTELLIGENCE 8548 2% 1% 27
5 PHYSICAL REVIEW E 8342 11% 0% 129
6 JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH 5880 1% 2% 14
7 SIAM JOURNAL ON DISCRETE MATHEMATICS 4213 2% 1% 18
8 SIAM JOURNAL ON COMPUTING 4126 2% 1% 21
9 THEORETICAL COMPUTER SCIENCE 2717 3% 0% 33
10 DISCRETE APPLIED MATHEMATICS 2550 2% 0% 25

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 CAVITY AND REPLICA METHOD 624943 4% 47% 48 Search CAVITY+AND+REPLICA+METHOD Search CAVITY+AND+REPLICA+METHOD
2 MESSAGE PASSING ALGORITHMS 522692 4% 41% 46 Search MESSAGE+PASSING+ALGORITHMS Search MESSAGE+PASSING+ALGORITHMS
3 SATISFIABILITY 263246 6% 15% 63 Search SATISFIABILITY Search SATISFIABILITY
4 K SAT 225952 1% 58% 14 Search K+SAT Search K+SAT
5 NUMBER PARTITIONING 209240 1% 69% 11 Search NUMBER+PARTITIONING Search NUMBER+PARTITIONING
6 SURVEY PROPAGATION 203741 1% 82% 9 Search SURVEY+PROPAGATION Search SURVEY+PROPAGATION
7 RANDOM FORMULAS 196756 1% 89% 8 Search RANDOM+FORMULAS Search RANDOM+FORMULAS
8 SEARCH PHASE TRANSITIONS 166014 1% 100% 6 Search SEARCH+PHASE+TRANSITIONS Search SEARCH+PHASE+TRANSITIONS
9 RANDOM CONSTRAINT SATISFACTION PROBLEMS 142296 1% 86% 6 Search RANDOM+CONSTRAINT+SATISFACTION+PROBLEMS Search RANDOM+CONSTRAINT+SATISFACTION+PROBLEMS
10 RESOLUTION COMPLEXITY 142296 1% 86% 6 Search RESOLUTION+COMPLEXITY Search RESOLUTION+COMPLEXITY

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 20782 SHERRINGTON KIRKPATRICK MODEL//PARISI FORMULA//SPIN GLASS
2 18139 HOPCOUNT//CRITICAL RANDOM GRAPHS//MINIMAL MATCHING
3 14585 SATISFIABILITY//QUANTIFIED BOOLEAN FORMULAS//MAX SAT
4 14961 APPROXIMATE COUNTING//REACHABILITY ON SOLUTION SPACE//RANDOM STRUCTURES & ALGORITHMS
5 18783 INVERSE ISING PROBLEM//CORRELATED MUTATIONS//DIRECT COUPLING ANALYSIS
6 17462 QUANTUM ANNEALING//ADIABATIC QUANTUM COMPUTATION//QUANTUM INFORMAT SCI TECHNOL
7 16554 PROPERTY TESTING//LOCALLY TESTABLE CODES//PROBABILISTICALLY CHECKABLE PROOFS
8 1434 SPIN GLASS//SPIN GLASSES THEORY//ISING SPIN GLASS
9 21117 BOOTSTRAP PERCOLATION//FEEDBACK VERTEX SET//DYNAMIC MONOPOLIES
10 25405 ELEMENTARY LANDSCAPES//FITNESS LANDSCAPES//GENOTYPE PHENOTYPE MAP

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